Basf Plant Science, Lp v. Commonwealth Scientific ( 2022 )


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  • Case: 20-1415     Document: 62           Page: 1       Filed: 03/15/2022
    United States Court of Appeals
    for the Federal Circuit
    ______________________
    BASF PLANT SCIENCE, LP,
    Plaintiff-Appellant
    v.
    COMMONWEALTH SCIENTIFIC AND INDUSTRIAL
    RESEARCH ORGANISATION,
    Defendant-Cross-Appellant
    -------------------------------------------------
    COMMONWEALTH SCIENTIFIC AND INDUSTRIAL
    RESEARCH ORGANISATION, GRAINS RESEARCH
    AND DEVELOPMENT CORPORATION, NUSEED
    PTY LTD.,
    Plaintiffs-Counterclaimants-Cross-Appellants
    v.
    BASF PLANT SCIENCE, LP, CARGILL, INC.,
    Defendants-Counterdefendants-Appellants
    BASF PLANT SCIENCE GMBH,
    Counter-Counterclaimant-Appellant
    ______________________
    2020-1415, 2020-1416, 2020-1919, 2020-1920
    ______________________
    Appeals from the United States District Court for the
    Eastern District of Virginia in No. 2:17-cv-00503-HCM-
    LRL, Senior Judge Henry C. Morgan Jr.
    Case: 20-1415     Document: 62       Page: 2   Filed: 03/15/2022
    2        BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    ______________________
    Decided: March 15, 2022
    ______________________
    CATHERINE EMILY STETSON, Hogan Lovells US LLP,
    Washington, DC, argued for BASF Plant Science, LP,
    BASF Plant Science GmbH. Also represented by ANNA
    KURIAN SHAW; NITYA ANAND, JASON ALBERT LEONARD, New
    York, NY; N. THOMAS CONNALLY, III, Tysons, VA.
    WILLIAM M. JAY, Goodwin Procter LLP, Washington,
    DC, argued for Commonwealth Scientific and Industrial
    Research Organisation, Grains Research and Development
    Corporation, Nuseed Pty Ltd. Also represented by JORDAN
    BOCK, ALEXANDRA LU, ANDREW S. MCDONOUGH, DAVID
    ZIMMER, Boston, MA; ALEXANDRA D. VALENTI, New York,
    NY. Commonwealth Scientific and Industrial Research
    Organisation also represented by MICHAEL NG, DANIEL
    AMON ZAHEER, Kobre & Kim LLP, San Francisco, CA.
    AHMED JAMAL DAVIS, Fish & Richardson PC, Washing-
    ton, DC, argued for Cargill, Inc. Also represented by
    DANIEL GOPENKO; CHRISTOPHER ROBERT DILLON, Boston,
    MA; ELIZABETH M. FLANAGAN, Minneapolis, MN.
    ______________________
    Before NEWMAN, TARANTO, and CHEN, Circuit Judges.
    Opinion for the Court filed by Circuit Judge TARANTO.
    Opinion dissenting in part filed by Circuit Judge
    NEWMAN.
    TARANTO, Circuit Judge.
    Commonwealth Scientific and Industrial Research Or-
    ganisation (CSIRO), a research arm of the Australian gov-
    ernment, owns six U.S. patents that are at issue before us.
    The parties treat four patents under the name “Group A”:
    Case: 20-1415     Document: 62     Page: 3    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC         3
    Nos. 9,926,579; 9,951,357; 9,970,033; and 9,994,880. They
    treat separately the two other patents at issue,
    Nos. 9,994,792 and 9,932,541 (once part of “Group B” and
    “Group D,” respectively). The claims concern the engineer-
    ing of plants, particularly canola, to produce specified oils
    not native to the plants. CSIRO has worked with Nuseed
    Pty Ltd. and Grains Research and Development Corpora-
    tion to commercialize its inventions.
    In 2017, BASF Plant Science, LP (BASF) sued CSIRO,
    Nuseed, and Grains Research in the Eastern District of
    Virginia, seeking a declaratory judgment limited to certain
    CSIRO patents other than the six now at issue. In 2018,
    after BASF amended its complaint to name only CSIRO,
    CSIRO filed an answer (for itself) along with counterclaims
    (for itself, Nuseed, and Grains Research) asserting in-
    fringement of the six patents now at issue and adding Car-
    gill, Inc. (BASF’s commercialization partner) as a
    counterclaim defendant. In 2019, BASF Plant Science
    GmbH entered as a party (hereinafter included within
    “BASF”), and BASF asserted, as an infringement defense,
    that it co-owned the asserted patents by virtue of a 2008
    contract between it and CSIRO. Cargill soon sought dis-
    missal of the counterclaims against it for lack of personal
    jurisdiction and improper venue in the Eastern District of
    Virginia, but the district court denied its motions. BASF
    Plant Science, LP v. Commonwealth Scientific & Industrial
    Research Organisation [hereinafter BASF v. CSIRO],
    No. 2:17-cv-503, 
    2019 WL 2017541
    , at *2–5 (E.D. Va. May
    7, 2019) (Venue Opinion).
    With the array of parties set, the case proceeded to trial
    on eight claims of the six patents at issue now, with the
    trial bifurcated into liability and remedy phases. Putting
    aside the co-ownership defense, the parties stipulated to
    infringement of the asserted claims of five of the patents,
    and the jury found infringement of the asserted claim of
    the sixth (the ’541 patent). J.A. 24. The jury also rejected
    the invalidity challenges, including the challenge that the
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    4       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    six asserted Group A patent claims lacked adequate writ-
    ten-description support. J.A. 25–26. As to the co-owner-
    ship defense to infringement, the jury found that BASF co-
    owned the ’792 patent (precluding infringement of that pa-
    tent) but not the other patents. J.A. 27. Willfulness was
    not decided by the jury, the district court having ruled that
    the evidence would not support a finding of willfulness.
    BASF v. CSIRO, No. 2:17-cv-503, 
    2020 WL 973751
    , at *10–
    11 (E.D. Va. Feb. 7, 2020) (Pre-Verdict Motions Opinion).
    For the remedy phase, a jury was convened to assess past
    damages, but it was discharged following an evidentiary
    ruling concerning a proffer by CSIRO. J.A. 10568–89. Af-
    ter a bench trial concerning remedies, the district court de-
    nied a conduct-stopping injunction but granted an ongoing
    royalty on all five patents found infringed. BASF v.
    CSIRO, No. 2:17-cv-503, 
    2019 WL 8108116
    , at *16, *21,
    *27 (E.D. Va. Dec. 23, 2019) (Remedies Opinion).
    BASF and Cargill (for simplicity, “Appellants”), on one
    side, and CSIRO and its commercialization partners
    (“Cross-Appellants”), on the other, now appeal. Appellants
    together appeal the jury’s verdicts of (1) adequate written
    description of the asserted Group A patent claims and
    (2) no BASF co-ownership of the five patents other than the
    ’792 patent. Cargill appeals the district court’s determina-
    tion that venue was proper for Cargill. On the other side,
    Cross-Appellants appeal the jury’s verdict that BASF co-
    owned the ’792 patent. They also appeal several rulings by
    the district court that limited the remedy granted: (1) the
    refusal to submit willfulness to the jury; (2) a ruling on an
    issue about Cross-Appellants’ past-damages evidence that
    led the court to give no damages issue to the jury; (3) the
    denial of an infringement-stopping injunction, with the
    prospective remedy limited to an ongoing royalty; and
    (4) the calculation of that royalty.
    We hold as follows. First, we affirm the district court’s
    determination that venue as to Cargill was proper in the
    Eastern District of Virginia. Second, regarding the jury’s
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC             5
    verdict rejecting the written-description challenge to the
    asserted Group A patent claims, we affirm as to the claims
    that are limited to canola plants (the only ones either side
    meaningfully discusses), but we reverse as to the broader
    genus claims. Third, we affirm the jury’s verdict that five
    patents were not co-owned by BASF but reverse the con-
    trary verdict as to the sixth, with the result that infringe-
    ment of all valid claims of the six patents at issue is now
    settled. Finally, on the remedy issues, we affirm the dis-
    trict court’s refusal to submit willfulness to the jury and its
    decision on the evidentiary issue concerning past damages.
    But we remand for reconsideration of the remedy, while
    leaving the current remedy in place pending such reconsid-
    eration.
    I
    A
    Certain facts that we accept in the current posture of
    the case supply background to the legal disputes before us.
    Omega-3 long-chain polyunsaturated fatty acids (LC-
    PUFAs)—specifically, eicosapentaenoic acid (EPA) and do-
    cosahexaenoic acid (DHA)—can be beneficial to human
    health. See, e.g., ’579 patent, col. 1, lines 59–61, col. 2, lines
    5–25. The main source of LC-PUFAs in the human diet
    has traditionally been certain fish, such as salmon and
    mackerel, that in the wild ingest LC-PUFAs in their natu-
    ral diet. 
    Id.,
     col. 2, lines 5–10; J.A. 8467–70. When farm-
    raised, however, those fish must be fed supplements to ac-
    quire LC-PUFAs. J.A. 8477. Other oily fish caught in the
    wild can provide the LC-PUFA-rich oil for the supple-
    ments, but the supply of such fish was seen as undesirably
    low and volatile. J.A. 8477–81. The aquafeed industry
    therefore began exploring genetic modification of familiar
    oilseed crop plants, such as canola (also known as Brassica
    napus or rapeseed), to get them to produce LC-PUFA-rich
    oil that could be fed to farm-raised fish. J.A. 8481–83; ’579
    patent, col. 2, lines 32–35; Remedies Opinion, 2019 WL
    Case: 20-1415     Document: 62      Page: 6   Filed: 03/15/2022
    6       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    8108116, at *1 n.2. Around 2000, both CSIRO and BASF
    were pursuing that goal.
    CSIRO was working toward getting land plants to use
    a Δ6-desaturase pathway for that purpose, which required
    inserting a series of genes drawn from other organisms
    (like microalgae or yeast) to encode enzymes (certain elon-
    gases and desaturases) not native to land plants. J.A.
    8568–75; J.A. 8595. The theory was that introducing Δ6-
    desaturase pathway enzymes would allow the plants to
    transform a short-chain fatty acid they already could make
    (alpha-linolenic acid or ALA) into the desired long-chain
    PUFAs: EPA and DHA. See J.A. 8593–94. CSIRO
    achieved the production of LC-PUFAs in a laboratory
    oilseed plant called Arabidopsis, J.A. 8602–08; J.A. 8963–
    82, and in 2004 it began filing provisional patent applica-
    tions on the so-called “blueprint,” i.e., the series of genes
    that encode enzymes for each step in the Δ6-desaturase
    pathway, see J.A. 11107–337; J.A. 11608–92. CSIRO did
    not immediately implement the blueprint in canola plants;
    instead, according to its trial evidence, CSIRO kept work-
    ing with the laboratory-friendly plants to explore imple-
    mentation choices relevant to producing the oil in
    quantities needed for ultimate commercialization. See,
    e.g., J.A. 9830–40; J.A. 9979–81.
    BASF was also researching the Δ6-desaturase pathway
    in land plants. By 2002, BASF produced EPA in Arabidop-
    sis, tobacco, and linseed (a crop plant also known as flax),
    and it did the same for DHA in Brassica juncea (another
    crop plant, closely related to canola) by 2004. J.A. 9283–
    85. By 2006, BASF had decided to pursue producing LC-
    PUFAs in canola. J.A. 9504–05. Before 2007, BASF had
    made public several of the genes it was using. See, e.g., J.A.
    12687–92; J.A. 12607–14.
    By 2007, CSIRO and BASF were discussing a focused
    collaboration, which they began the next year. Although
    both CSIRO and BASF were working on a Δ6-desaturase
    Case: 20-1415    Document: 62      Page: 7   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       7
    pathway in canola, they were using (and had commercial
    rights to) different genes. For example, CSIRO was using
    a gene from Pavlova salina to code for the Δ5-desaturase
    enzyme of the pathway, while BASF was using one from
    Thraustochytrium ssp. J.A. 12675; J.A. 12678. Hoping
    that a combination of their genes would “further enhanc[e]
    the levels of LC-PUFAs . . . EPA and DHA in canola,” J.A.
    12665, BASF and CSIRO entered into a two-year Materials
    Transfer and Evaluation Agreement (MTEA), J.A. 12664–
    86, with work to commence March 1, 2008, to “evaluate lev-
    els of EPA and DHA accumulated in T2 seed of canola
    plants expressing a combination of both CSIRO and
    [BASF] genes,” J.A. 12665; J.A. 12681 (emphasis added).
    The MTEA’s Schedule B lists 13 specific combination con-
    structs for study, each construct containing six to eight
    genes, at least one an identified CSIRO gene and at least
    one an identified BASF gene. J.A. 12681–84.
    The CSIRO and BASF collaboration under the MTEA
    ended in 2010. J.A. 12665–67; J.A. 9134–39; J.A. 11841.
    In December 2010, CSIRO partnered with another Austral-
    ian government entity, Grains Research, and the private
    company Nuseed, granting Nuseed an exclusive license to
    CSIRO’s LC-PUFA technology and patents. J.A. 8460; J.A.
    8489–96; J.A. 10034–35; J.A. 11346–47. Together, CSIRO
    and its partners worked toward marketing products called
    Aquaterra® (fish feed for farm-raised fish) and Nutriterra®
    (a dietary supplement for human consumption). J.A. 8506–
    13. BASF, on the other hand, entered into an agreement
    with the private company Cargill in April 2011, with each
    party assigned certain responsibilities. J.A. 12763. BASF
    developed a LC-PUFA-producing canola seed line called
    LFK and used it to apply for required regulatory approvals,
    and Cargill used that line in cross-breeding work to even-
    tually develop a commercial seed oil product called Lati-
    tude. See Remedies Opinion, 
    2019 WL 8108116
    , at *7–10;
    J.A. 12763. As part of the joint project, in November 2014
    and July 2015, BASF deposited seeds with the American
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    8       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    Type Culture Collection (ATCC) in Manassas, Virginia, to
    support BASF’s patent applications. J.A. 13208–13; see
    also J.A. 2758–59.
    B
    1
    After the MTEA ended, and after acquiring their own
    separate commercialization collaborators, as described
    above, BASF and CSIRO negotiated for BASF to take a li-
    cense to CSIRO’s LC-PUFA technology, but the negotia-
    tions broke down in 2016. In October of that year, CSIRO’s
    collaborator Nuseed sent Cargill a letter listing a number
    of CSIRO’s patents (not including the patents now at issue)
    and inviting Cargill “to a broad discussion of the patents in
    the omega-3 area and an exploration of potential future
    paths in this space for Cargill and Nuseed.” J.A. 14366–
    67. In April 2017, BASF sued Nuseed in the District of
    Delaware, seeking a declaratory judgment that BASF did
    not infringe certain CSIRO patents listed in the October
    2016 letter. But the District of Delaware dismissed that
    case for lack of jurisdiction.
    The present case began on September 19, 2017, when
    BASF filed a declaratory-judgment action in the Eastern
    District of Virginia against CSIRO, Nuseed, and Grains
    Research (hereinafter referred to collectively as “CSIRO”
    unless the context indicates otherwise). BASF filed an
    amended complaint in this case on April 20, 2018. On Au-
    gust 31, 2018, CSIRO filed an answer along with infringe-
    ment counterclaims against both BASF and Cargill
    (hereinafter referred to collectively as “BASF” unless the
    context indicates otherwise). J.A. 2837–978. That filing
    introduced into this case the six patents now at issue (plus
    two others). J.A. 2944–77. In response to CSIRO’s coun-
    terclaims asserting these new patents, in September 2018,
    BASF filed an answer and its own (counter-)counterclaims
    against CSIRO addressing these patents. Subsequently, in
    January 2019, CSIRO amended its counterclaims against
    Case: 20-1415     Document: 62      Page: 9     Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC           9
    BASF and Cargill; and when BASF answered the amended
    counterclaims, it (now including BASF Plant Science,
    GmbH) asserted for the first time that it co-owned the rel-
    evant patents under the terms of the MTEA.
    2
    At issue on appeal are eight claims from six patents—
    the four Group A patents, the ’792 patent, and the ’541 pa-
    tent. Other claims from other patents were once at issue,
    including one at trial, but no longer are.
    The four Group A patents, which share a specification,
    issued between March and June of 2018 (after this litiga-
    tion began) on applications filed in 2016–2017 that traced
    priority back to CSIRO’s 2004 Provisional Application Nos.
    60/564,627 and 60/613,861. ’579 patent, title page, col. 1,
    lines 5–31; ’357 patent, title page, col. 1, lines 5–29; ’033
    patent, title page, col. 1, lines 5–31; ’880 patent, title page,
    col. 1, lines 5–31. The asserted claims of these patents ad-
    dress the blueprint—the genes that encode enzymes to
    carry out the steps of the Δ6-desaturase pathway—as well
    as implementations of that blueprint in plant seeds gener-
    ally, and in canola specifically. See, e.g., ’579 patent, col.
    215, lines 48–51; ’357 patent, col. 215, lines 15–28.
    Claim 1 of the ’357 patent recites the following, not lim-
    ited to canola:
    1. A recombinant plant cell which synthesises
    eicosapentaenoic acid (EPA), comprising more than
    one heterologous polynucleotide, wherein said pol-
    ynucleotides encode:
    a) a Δ6 desaturase, a Δ6 elongase and a Δ5
    desaturase; or
    b) a Δ5/Δ6 bifunctional desaturase and a
    Δ5/Δ6 bifunctional elongase;
    wherein the more than one polynucleotides
    are operably linked to one or more
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    10       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    promoters that are capable of directing ex-
    pression of said polynucleotides in the cell,
    wherein the enzymes encoded by said poly-
    nucleotides comprise at least one desatu-
    rase which is able to act on an acyl-CoA
    substrate, and wherein the synthesis of
    EPA requires the sequential action of said
    enzymes.
    ’357 patent, col. 215, lines 15–28. Also asserted from the
    same patent is claim 33, which depends on claims 1, 31,
    and 32. The relevant claims read:
    31. The plant cell of claim 1 which is a Brassica
    napus cell or Arabidopsis thaliana cell, wherein the
    heterologous polynucleotides encode a Δ6 desatu-
    rase, Δ6 elongase and a Δ5 desaturase.
    32. The cell of claim 31, comprising a heterolo-
    gous polynucleotide encoding a Δ5 elongase which
    catalyses the conversion of EPA to DPA [docosa-
    pentaenoic acid] in the cell.
    33. The plant cell of claim 32, wherein said cell
    is capable of synthesising DHA.
    
    Id.,
     col. 217, lines 17–25; J.A. 1405 (certificate of correc-
    tion). Claim 33, through claim 31, requires either the
    named Arabidopsis plant or “canola.” See Remedies Opin-
    ion, 
    2019 WL 8108116
    , at *1 n.2 (“‘Canola’ refers to certain
    plants (and oil derived therefrom), principally Brassica na-
    pus more commonly known as rapeseed.”); ’579 patent, col.
    11, line 7; 
    id.,
     col. 39, line 67.
    Group A also includes asserted claim 5 of the ’579 pa-
    tent and claim 5 of the ’033 patent, each limited to canola.
    Claim 5 of the ’579—which depends on a chain of claims
    reaching back to independent claim 1, which recites a Bras-
    sica plant cell for producing DPA and DHA that includes
    polynucleotides encoding a Δ5 elongase and an identified
    Δ4 desaturase, along with an exogenous desaturase—
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        11
    claims a “process for producing DPA and DHA” by obtain-
    ing a specified “Brassica napus seed” and “extracting tri-
    acylglycerols from the seed.” ’579 patent, col. 215, lines 29–
    51. In a similar vein, claim 5 of the ’033 patent—which
    depends on a chain reaching back to independent claim 1,
    which recites a plant cell for producing DPA and DHA that
    includes polynucleotides encoding a Δ4 desaturase, an
    identified Δ5 desaturase, a Δ6 desaturase, and a Δ5/Δ6 bi-
    functional elongase—claims a “Brassica napus plant seed”
    that includes an exogenous desaturase. ’033 patent, col.
    213, line 57, through col. 215, line 6.
    Finally, Group A includes asserted claims 2 and 10 of
    the ’880 patent, which, like the ’357 patent’s claim 1, are
    not limited to canola. ’880 patent, col. 217, lines 26–28, 51–
    52. Both claims depend (directly or indirectly) on claim 1,
    which recites a “recombinant nucleic acid molecule” that
    includes polynucleotides encoding a Δ5/Δ6 bifunctional de-
    saturase and a Δ6 elongase, both polynucleotides operably
    connected to a promoter that directs their expression in “a
    plant seed.” 
    Id.,
     col. 217, lines 15–25. Claim 2 claims the
    nucleic acid molecule of claim 1 “wherein the Δ5/Δ6 bifunc-
    tional desaturase catalyses desaturation of an acyl-CoA
    substrate.” 
    Id.,
     col. 217, lines 26–28. Claim 10 claims a
    plant cell comprising the nucleic acid molecule of claim 1
    and exogenous polynucleotides encoding a Δ5 elongase and
    a Pavlova Δ4 desaturase. 
    Id.,
     col. 217, lines 34–52. 1
    Two patents outside Group A are at issue. One is the
    ’792 patent, which issued in June 2018 from a 2017
    1   For the Group A claims, we refer to claim 33 of the
    ’357 patent, claim 5 of the ’579 patent, and claim 5 of the
    ’033 patent as the “canola claims” and to claim 1 of the ’357
    patent and claims 2 and 10 of the ’880 patent as the
    “broader genus claims.” In these shorthand labels, we omit
    mention of certain claims’ coverage of Arabidopsis, as to
    which no written-description challenge is presented.
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    12      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    application tracing priority back to 2008. ’792 patent, title
    page, col. 1, lines 4–13. Independent claim 1 (not asserted
    here) is specific to canola, claiming a “Brassica napus cell”
    comprising exogenous polynucleotides that encode an iden-
    tified Δ6 desaturase, a Δ6 elongase, an identified Δ5 desatu-
    rase, an identified Δ5 elongase, and an identified Δ4
    desaturase.
    1. A Brassica napus cell, comprising exogenous
    polynucleotides encoding
    a Δ6 desaturase whose amino acid sequence is
    set forth as SEQ ID NO: 30,
    a Δ6 elongase,
    a Δ5 desaturase whose amino acid sequence is
    identical to the amino acid sequence encoded by the
    nucleotide sequence set forth as SEQ ID NO: 131,
    a Δ5 elongase whose amino acid sequence is at
    least 99% identical to the amino acid sequence set
    forth as SEQ ID NO: 130, and
    a Δ4 desaturase whose amino acid sequence is
    identical to the amino acid sequence encoded by the
    nucleotide sequence set forth as SEQ ID NO: 132,
    wherein each exogenous polynucleotide is oper-
    ably linked to a promoter that directs expression of
    said polynucleotide in the cell.
    
    Id.,
     col. 241, lines 38–54. Dependent claim 4, the sole as-
    serted claim of the ’792 patent, claims a seed including a
    seed cell of claim 1. 
    Id.,
     col. 241, lines 61–62.
    The final patent at issue is the ’541 patent, which is-
    sued in April 2018 from a 2017 application tracing priority
    back to 2012. ’541 patent, title page, col. 1, lines 8–18. It
    is specific to canola and Arabidopsis. Independent claim
    15 (not asserted here) claims “[o]il extracted from seeds
    which are Brassica napus or Arabidopsis thaliana seeds,”
    Case: 20-1415    Document: 62      Page: 13   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       13
    where the oil comprises fatty acid content meeting a long
    list of specifications, including some involving the presence
    of EPA and DHA. 
    Id.,
     col. 373, line 38, through col. 374,
    line 22. Dependent claim 20, the sole asserted claim of the
    ’541 patent, claims the oil of claim 15 with further specifi-
    cation of a DHA requirement. 
    Id.,
     col. 374, lines 35–37.
    It is not disputed that the asserted claim of the ’541
    patent reads on BASF’s LFK (regulatory) seed line and all
    other asserted claims read on BASF’s LFK (regulatory) and
    Latitude (commercial) seed lines. Remedies Opinion, 
    2019 WL 8108116
    , at *8–10; Appellants’ Opening Br. 16–17.
    C
    On October 31, 2018, Cargill moved to dismiss CSIRO’s
    counterclaims for lack of personal jurisdiction and im-
    proper venue pursuant to Federal Rules of Civil Procedure
    12(b)(2) and 12(b)(3). J.A. 3598–99. On May 7, 2019, the
    district court denied both of Cargill’s motions to dismiss.
    Venue Opinion, 
    2019 WL 2017541
    , at *2–5.
    In finding personal jurisdiction, which is not at issue
    here, the district court found several facts relevant to the
    venue question, which is at issue here. In particular, it
    found that the agreement between BASF and Cargill
    “amounts to a partnership” and “when BASF deposited the
    seeds with the ATCC in this District and filed suit in this
    District, it brought matters central to that partnership into
    this Court’s jurisdiction.” 
    Id.
     at *3 & n.2 (citing Va. Code.
    Ann. § 50-73.88(A); 59A Am. Jur. 2D Partnership § 131). It
    added that CSIRO’s counterclaims related to activities in
    which BASF “act[ed] on behalf of itself and Cargill.” Id. at
    *4.
    In finding venue proper, the district court determined
    that Cargill both “committed acts of infringement and
    ha[d] a regular and established place of business” in the
    Eastern District of Virginia, with only the infringing-acts
    element of § 1400(b) disputed by Cargill. Id. at *4–5
    Case: 20-1415    Document: 62       Page: 14   Filed: 03/15/2022
    14       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    (quoting 
    28 U.S.C. § 1400
    (b)). On that element, the court
    found that BASF’s deposit of seeds with the ATCC in Ma-
    nassas, Virginia, was a “use” under 
    35 U.S.C. § 271
    (a) that
    was “attributable to Cargill given the partnership and close
    connection of the entities.” 
    Id.
     at *5 (citing Minnesota Min-
    ing & Manufacturing Co. v. Eco Chem, Inc., 
    757 F.2d 1256
    ,
    1265 (Fed. Cir. 1985); Master Tech Products, Inc. v. Smith,
    
    181 F. Supp. 2d 910
    , 914 (N.D. Ill. 2002)). On that basis,
    the court denied Cargill’s motion to dismiss for improper
    venue. 
    Id.
    D
    The case proceeded to a trial in October and November
    2019, bifurcated into liability and remedy phases. Before
    the liability issues were submitted to the jury, the district
    court ruled on motions for judgment as a matter of law un-
    der Federal Rule of Civil Procedure 50(a), elaborating on
    its reasoning in a post-trial opinion. The court found tria-
    ble issues regarding co-ownership of the six patents now at
    issue and regarding the adequacy of written-description
    support for the seven claims challenged on that ground (all
    but the ’541 patent’s claim 20). Pre-Verdict Motions Opin-
    ion, 
    2020 WL 973751
    , at *7–10. On willfulness, however,
    the district court determined that there was no triable is-
    sue. 
    Id.
     at *10–11. The court noted that (1) the parties had
    engaged in licensing negotiations and, when the negotia-
    tions failed, BASF brought suit to determine if its conduct
    was infringing; (2) BASF and Cargill were never presented
    with a cease-and-desist letter on the patents at issue
    (which Nuseed’s October 2016 letter did not mention), and
    none of the six patents now in dispute even issued to
    CSIRO until after BASF filed its first declaratory judgment
    action     in    Delaware; 2   (3) the   first   and    only
    2  The district court stated that seven of the eight pa-
    tents at issue at trial post-dated that filing. Pre-Verdict
    Motions Opinion, 
    2020 WL 973751
    , at *11. In addition to
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        15
    commercialization was Cargill’s 2018 seed crop; and
    (4) BASF had presented several good-faith validity and en-
    forceability defenses and had a good-faith belief that it co-
    owned the patents under the MTEA. 
    Id.
     As a result, the
    district court refused to submit willfulness to the jury, add-
    ing that, in any event, it would not enhance damages even
    if the jury were given the issue and found for CSIRO. Id.
    at *11.
    On November 1, 2019, the jury returned its verdict on
    liability. It found infringement of claim 20 of the ’541 pa-
    tent, the only claim for which infringement was disputed.
    J.A. 24. BASF had stipulated to infringement of the other
    asserted claims. J.A. 24. As relevant here, the jury re-
    jected BASF’s obviousness challenge and its written-de-
    scription challenge (asserted for all claims except claim 20
    of the ’541 patent). J.A. 25–26. And the jury found that
    BASF did co-own the ’792 patent (defeating infringement
    as to that patent) but not any of the others. J.A. 27.
    E
    The next step was the remedy trial for the seven claims
    (of five patents) found to be infringed and not invalid. Alt-
    hough a jury was originally supposed to address relief for
    pre-verdict infringement—specifically, damages for
    the six patents still at issue now, two additional patents
    were part of the trial.        One of those, 
    U.S. Patent No. 7,642,346,
     issued in 2010, well before the BASF-CSIRO
    litigation began, but that patent did not go to the jury be-
    cause the district court held the only asserted claim of that
    patent not to be infringed as a matter of law. 
    Id.
     at *2–3.
    The other patent not at issue here but part of the trial was
    
    U.S. Patent No. 10,125,084,
     which issued in November
    2018, after BASF filed its Delaware action in April 2017.
    The jury found the sole asserted claim of the ’084 patent
    invalid for lack of an adequate written description. J.A. 26.
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    16      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    Cargill’s one instance of infringement in 2018—the court
    dismissed the jury when CSIRO withdrew its past-dam-
    ages request after the district court ruled on a dispute con-
    cerning the admissibility of CSIRO’s proffered evidence of
    projected sales and profits to establish a reasonable royalty
    rate for past infringement. Remedies Opinion, 
    2019 WL 8108116
    , at *6; J.A. 10568–89. The court added that a jury
    determination based on CSIRO’s evidence “would not be of
    value to the Court in fixing an ongoing royalty finding for
    future damages.” Remedies Opinion, 
    2019 WL 8108116
    , at
    *6. With the jury discharged, the district court conducted
    a bench trial on remedies for post-verdict infringement.
    Concerning permanent injunctive relief to stop the in-
    fringing conduct, the district court concluded that CSIRO
    failed to meet its burden on any of the four requirements
    described in eBay Inc. v. MercExchange, L.L.C., 
    547 U.S. 388
    , 391 (2006). First, the court found no irreparable
    harm, determining that CSIRO did not prove that allowing
    BASF and Cargill to go to market with Latitude within the
    life of the Group A patents would cause CSIRO to lose a
    first-mover advantage, research and development opportu-
    nities, or customer relationships, or would cause profit ero-
    sion. Remedies Opinion, 
    2019 WL 8108116
    , at *17–18.
    Indeed, the court found that CSIRO “ha[d] no formal or
    even informal plans for going to market.” 
    Id.
     at *10–11,
    *17. Second, the court found the inadequacy of legal rem-
    edies unproven, determining that “there [was] insufficient
    evidence that [CSIRO has] lost, or will lose, market share,
    customers, market advantages, or favorable pricing.” 
    Id.
    at *18–19. Additionally, the court found that CSIRO had
    been open, at least as of late 2017, to license its technology
    to BASF and Cargill and that CSIRO’s remedies expert ad-
    mitted that negotiations would likely continue if an injunc-
    tion were issued. 
    Id.
     Third, the court found that the harm
    to BASF and Cargill of an injunction curtailing infringing
    conduct outweighed the harm to CSIRO of not granting
    such an injunction, pointing to the investment BASF and
    Case: 20-1415    Document: 62      Page: 17    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        17
    Cargill had already made and noting that it was “not per-
    suaded that Cargill’s presence in the underserved fish food
    market should deter Nuseed from going to market when
    and if it is prepared to do so.” 
    Id.
     at *19–20. Finally, the
    district court decided that “an injunction would clearly
    harm the public.” 
    Id.
     at *20–21. More specifically, the
    court found that, even if both Nuseed and Cargill entered
    the market as projected, “at most 45% of the market de-
    mand shortfall for all fish food products could be met,” so
    to keep Cargill off the market would “disserve[] the public
    interest, because to do so would needlessly cause its contri-
    bution to market demand [to go] unmet.” Id. at *20 (also
    noting that “[i]f, as predicted, there are continuing inter-
    ruptions of the supply of oily fishes for salmon food the pub-
    lic will benefit from the presence of multiple sources of LC-
    PUFAs from canola or other potential plants”). Accord-
    ingly, the court denied CSIRO’s motion for a permanent in-
    junction to stop the infringing conduct. Id. at *21.
    The district court determined it should instead impose
    on BASF and Cargill an obligation to pay an ongoing roy-
    alty for future infringement—rejecting CSIRO’s suggestion
    that, if no infringement-stopping injunction was issued, the
    court should grant no relief for future infringement, leav-
    ing CSIRO to seek backward-looking compensation for that
    infringement after it occurred. Id. In determining the
    proper ongoing royalty, the district court first found three
    licensing agreements offered by BASF and Cargill’s reme-
    dies expert to be “sufficiently comparable to establish a
    starting point for hypothetical negotiations dealing with
    the substance of the inventions in this case,” while reject-
    ing the use of two other licenses asserted to be comparable
    by CSIRO’s remedies expert. Id. at *14–16, *24. The court
    then adjusted the adopted starting point—a lump-sum
    payment of $1,235,000 with a 1.4% royalty rate—based on
    the so-called Georgia-Pacific factors that we and other
    courts have often found pertinent to royalty determina-
    tions. Id. at *24–27; see, e.g., Whitserve, LLC v. Computer
    Case: 20-1415    Document: 62        Page: 18   Filed: 03/15/2022
    18      BASF PLANT SCIENCE, LP     v. COMMONWEALTH SCIENTIFIC
    Packages, Inc., 
    694 F.3d 10
    , 27 & n.11 (Fed. Cir. 2012). The
    court ordered BASF and Cargill (1) to make a lump-sum
    payment of $3,705,000, (2) to pay a running royalty at a
    rate of 3.5% on the gross sales of Latitude for infringement
    of the Group A patents, and (3) to pay a running royalty at
    a rate of 3.5% of the gross sales (if any) of LFK for infringe-
    ment of the ’541 patent. Remedies Opinion, 
    2019 WL 8108116
    , at *27. The court entered its Remedies Opinion
    and accompanying judgment on December 23, 2019. J.A.
    83.
    F
    Three weeks earlier, CSIRO had filed motions for judg-
    ment as a matter of law and a new trial under Federal
    Rules of Civil Procedure 50(b) and 59(a), and additional
    such motions from both sides were filed in January 2020.
    On May 5, 2020, the district court denied all motions for
    reasons read on the record on that day, J.A. 137, and elab-
    orated in written opinions on September 3, 2020, and Oc-
    tober 7, 2020, BASF v. CSIRO, No. 2:17-cv-503, 
    2020 WL 5250575
     (E.D. Va. Sept. 3, 2020) (Post-Trial Motions Opin-
    ion); J.A. 156–63.
    Both sides timely appealed. We have jurisdiction pur-
    suant to 
    28 U.S.C. § 1295
    (a)(1).
    II
    Cargill, not joined by BASF, appeals the district court’s
    rejection of its venue objection. Cargill relies on 
    28 U.S.C. § 1400
    (b), which provides: “Any civil action for patent in-
    fringement may be brought in the judicial district where the
    defendant resides, or where the defendant has committed
    acts of infringement and has a regular and established
    place of business” (emphasis added). Cargill’s argument is
    that the statute bars venue over it because, besides (undis-
    putedly now) not residing in the district, it did not commit
    acts of infringement in the Eastern District of Virginia.
    The district court rejected that argument, and we see no
    Case: 20-1415    Document: 62      Page: 19   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       19
    persuasive basis for disturbing that ruling. We have re-
    cently held that venue is a matter of Federal Circuit law
    and generally is decided de novo, Valeant Pharms. North
    America LLC v. Mylan Pharms. Inc., 
    978 F.3d 1374
    , 1381
    (Fed. Cir. 2020), without stating the standard of review of
    a district court’s findings on underlying material issues of
    fact.
    A
    As a threshold matter, CSIRO contends that 
    28 U.S.C. § 1400
    (b) does not provide venue protection to a third-party
    counterclaim defendant—which is Cargill’s role here.
    CSIRO relies on the Supreme Court’s decision in Home De-
    pot U.S.A., Inc. v. Jackson, 
    139 S. Ct. 1743
     (2019), invoking
    the textual similarity of § 1400(b) to the removal provision
    at issue there. We are persuaded by CSIRO’s Home Depot
    argument, to which Cargill has offered no meaningful re-
    sponse.
    In Home Depot, the Supreme Court interpreted the
    general removal statute, 
    28 U.S.C. § 1441
    (a), which states:
    “Except as otherwise expressly provided by Act of Con-
    gress, any civil action brought in a State court of which the
    district courts of the United States have original jurisdic-
    tion, may be removed by the defendant or the defendants, to
    the district court of the United States for the district and
    division embracing the place where such action is pending”
    (emphasis added). The Court was asked to interpret the
    term “defendant” in the “civil action brought” setting and
    whether the provision gave removal rights to third-party
    counterclaim defendants. Home Depot, 
    139 S. Ct. at
    1747–
    48. The Court “conclude[d] that § 1441(a) does not permit
    removal by any counterclaim defendant, including parties
    brought into the lawsuit for the first time by the counter-
    claim,” explaining that, although a third-party counter-
    claim defendant may be considered a “defendant” with
    regard to the counterclaim, “the statute refers to ‘civil ac-
    tion[s],’ not ‘claims.’” Id. at 1748. The Court added that
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    20       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    “[t]he use of the term ‘defendant’ in related contexts bol-
    ster[ed] [its] determination,” citing the Federal Rules of
    Civil Procedure’s differentiation between third-party de-
    fendants, counterclaim defendants, and defendants—as
    well as other statutes’ divergent word choices. Id. at 1749. 3
    “[W]hen one statute ‘tracks the wording of’ another,
    this is a ‘strong indication that the two statutes should be
    interpreted pari passu,’ particularly if the two provisions
    share a common purpose.” See Uniloc 2017 LLC v. Face-
    book Inc., 
    989 F.3d 1018
    , 1027 (Fed. Cir. 2021) (quoting
    Northcross v. Bd. of Educ. of Memphis City Schools, 
    412 U.S. 427
    , 428 (1973)). That principle fits this case, because
    both § 1400(b) and § 1441(a) set forth procedural protec-
    tions for “defendants” who have “civil actions” “brought”
    against them. For that reason, Home Depot suggests that
    third-party counterclaim defendants are not “defendants”
    subject to the patent venue protections of § 1400(b). More-
    over, in this case, as in Home Depot, the narrowness of the
    statutory language used is underscored by the contrast
    with broader language in related statutes. The patent re-
    moval statute, 
    28 U.S.C. § 1454
    (a)–(b), allows for removal
    “by any party” in “[a] civil action in which any party asserts
    a claim for relief arising under any Act of Congress relating
    to patents” (emphasis added); and the patent joinder provi-
    sion, 
    35 U.S.C. § 299
    , provides limitations on when “parties
    that are accused infringers may be joined in one action as
    defendants or counterclaim defendants” (emphasis added).
    Section 1400(b), in contrast, is specific to the “defendant.”
    Cargill has not provided a sufficient justification for de-
    parting from the ordinary meaning of “defendant,” con-
    firmed by Home Depot. Cargill relies exclusively on TC
    Heartland LLC v. Kraft Foods Group Brands LLC., 137 S.
    3 See also Bowling v. U.S. Bank Nat’l Ass’n, 
    963 F.3d 1030
    , 1036–40 (11th Cir. 2020) (summarizing Home Depot
    and extending its analysis to § 1441(c)).
    Case: 20-1415    Document: 62      Page: 21     Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC         21
    Ct. 1514 (2017), see Appellants’ Reply Br. 32–33 (citing only
    TC Heartland and Valeant’s characterizations of TC Heart-
    land), but TC Heartland does not get Cargill far. There,
    the Supreme Court held that § 1400(b)’s allowance of venue
    “where the defendant resides” (emphasis added) was lim-
    ited, for a corporation, to the place of incorporation, not ex-
    tending to any judicial district in which the corporation is
    subject to personal jurisdiction, as is allowable under 
    28 U.S.C. § 1391
    , the general venue provision. TC Heartland,
    137 S. Ct. at 1520–21. The TC Heartland Court relied on
    strong textual and historical reasons to support that inter-
    pretation of “resides” in § 1400(b)—notably, (1) the Court’s
    rulings in Stonite Products Co. v. Melvin Lloyd Co., 
    315 U.S. 561
     (1942), and Fourco Glass Co. v. Transmirra Prod-
    ucts Corp., 
    353 U.S. 222
     (1957), that § 1400(b) was the ex-
    clusive provision governing venue for those within its
    terms, and (2) Congress’s subsequent action to amend the
    general venue statute while “expressly stating that [the
    general venue statute] does not apply when ‘otherwise pro-
    vided by law.’” TC Heartland, 137 S. Ct. at 1518–21. Car-
    gill points to no comparable reasons to give “defendant” a
    meaning in the patent venue statute different from its
    meaning in the very similarly worded removal statute at
    issue in Home Depot.
    The Court has explained that “the patent venue statute
    ‘was adopted to define the exact jurisdiction of the federal
    courts in actions to enforce patent rights,’ a purpose that
    would be undermined by interpreting it ‘to dovetail with
    the general provisions relating to the venue of civil suits.’”
    Id. at 1518 (quoting Stonite, 
    315 U.S. at
    565–66); see also
    In re ZTE (USA) Inc., 
    890 F.3d 1008
    , 1014 (Fed. Cir. 2014)
    (“Section 1400(b), like its predecessor statutes, is intended
    to be restrictive of venue in patent cases compared with the
    broad general venue provision.”). Therefore, we “narrowly
    construe[] the requirements of venue in patent cases” ac-
    cording to the words of § 1400(b). Valeant, 978 F.3d at
    1379. Following that approach here, even if we accept that
    Case: 20-1415    Document: 62      Page: 22   Filed: 03/15/2022
    22      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    this BASF declaratory-judgment action is a “civil action for
    patent infringement” at all, we must determine the mean-
    ing of “defendant” in the context of the “civil action . . .
    brought” language—language also used in the general
    venue statute, 
    28 U.S.C. § 1391
    (b). Home Depot supplies
    that meaning in the absence of something persuasive to the
    contrary. And Cargill has provided no persuasive reason
    to read § 1400(b) other than in accordance with Home De-
    pot. In particular, it has not shown that following Home
    Depot here would undermine a distinction with the general
    venue statute supported by text or history.
    We are also not persuaded that General Electric Co. v.
    Marvel Rare Metals Co., 
    287 U.S. 430
     (1932), provides a
    sufficient reason to extend the patent venue statute’s text
    to reach third-party counterclaim defendants. General
    Electric dealt with a predecessor of the patent venue stat-
    ute, which similarly provided venue protection to “the de-
    fendant” in “suits brought for the infringement of letters
    patent [in] the district courts.” 
    Id. at 433
     (quoting 
    28 U.S.C. § 109
     (1932)). The Supreme Court held that the
    statute did not provide venue rights to plaintiffs who be-
    came counterclaim defendants because “[the venue stat-
    ute], taken according to the meaning ordinarily given to the
    words used, applies only to” defendants, i.e., those haled
    into a court by a plaintiff, whereas the Court found “no war-
    rant for a construction that would make it include” the orig-
    inal plaintiff who was “already in a court of his own
    choosing” and had effectively “waived” the venue statute’s
    “privilege in respect of the places in which suits may be
    maintained against [him].” 
    Id.
     at 434–35. This analysis is
    not directly applicable here. General Electric did not in-
    volve third-party practice at all: no new party brought in
    after filing was at issue. Indeed, third-party practice in
    federal court was very limited before the Federal Rules of
    Civil Procedure were adopted a few years after General
    Electric was decided. See, e.g., Alexander Holtzoff, Some
    Problems Under Federal Third-Party Practice, 3 La. L. Rev.
    Case: 20-1415    Document: 62      Page: 23    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        23
    408, 408–10 (1941); see also generally Lesnik v. Pub. Indus.
    Corp., 
    144 F.2d 968
    , 973–74 (2d Cir. 1944), superseded by
    statute on other grounds as stated in Jones v. Ford Motor
    Credit Co., 
    358 F.3d 205
     (2d Cir. 2004).
    In short, to hold that § 1400(b) covers third-party coun-
    terclaim defendants would require us to determine that, for
    patent suits only, two civil actions can exist in one lawsuit,
    with the counterclaim qualifying as a “civil action for pa-
    tent infringement” that triggers the protections of
    § 1400(b) for counterclaim defendants—except for the orig-
    inal plaintiffs who under General Electric would be held to
    have forfeited venue protection. Based on the arguments
    presented to us, we are not persuaded to adopt such a con-
    clusion in the face of Home Depot.
    B
    Even if § 1400(b) reaches a third-party counterclaim
    defendant such as Cargill, we see no sound basis for dis-
    turbing the district court’s determination that venue was
    proper here as to Cargill. It is uncontested that Cargill
    does not reside in Virginia but does have a regular and es-
    tablished place of business there, so the § 1400(b) standard
    (now assumed to be applicable) is met here if Cargill com-
    mitted an act of infringement in Virginia (or another’s act
    of infringement in Virginia can be properly imputed to it).
    Cross-Appellants’ Opening Br. 68–71; Appellants’ Opening
    Br. 56–59. The district court determined that BASF’s de-
    posit of seeds at the ATCC (in the district) was an infring-
    ing act properly imputed to Cargill. Venue Opinion, 
    2019 WL 2017541
    , at *4–5. Cargill has not made any developed
    argument that justifies rejecting that ruling.           See
    SmithKline Beecham Corp. v. Apotex Corp., 
    439 F.3d 1312
    ,
    1320 (Fed. Cir. 2006) (holding arguments insufficiently de-
    veloped are forfeited).
    Cargill does not meaningfully contend in this court
    that BASF’s deposit of seeds at the ATCC for patenting was
    outside the scope of infringing “uses” under 35 U.S.C.
    Case: 20-1415    Document: 62      Page: 24   Filed: 03/15/2022
    24      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    § 271(a). See Oral Arg. at 18:54–19:25 (Cargill conceding
    lack of developed argument on this point); Appellants’ Re-
    ply Br. 30 n.8 (alluding to this argument for the first time
    in reply and in a footnote). For that reason, and without
    ourselves considering the merits of that characterization,
    we accept that the deposit was an infringing act of BASF
    in the district. As important, Cargill also provides no
    meaningful argument to undermine the district court’s
    characterization of Cargill and BASF as engaged in a part-
    nership to carry out a project advanced by obtaining patent
    protection, with the ATCC seed deposit an act in further-
    ance of that goal. Instead, Cargill asserts that the deposit
    was “done in furtherance of BASF’s patent applications”
    and “Cargill received no benefit,” Appellants’ Opening Br.
    58, but the critical latter assertion is unsupported, and it
    runs counter to the Cargill-BASF agreement’s contempla-
    tion of BASF’s filing of patents, Response to Court, Ex. B
    at 75, BASF v. CSIRO, No. 20-1415 (Fed. Cir. Nov. 17,
    2021), ECF No. 60-2.
    As to the bottom-line determination of imputation
    based on these premises, Cargill has presented no remotely
    persuasive argument why imputation of an act done in fur-
    therance of a partnership cannot support venue. We rest
    here on the absence of any substantial argument against
    application of general imputation standards that on their
    face offer support for imputation in circumstances like
    those here. Cf. Akamai Techs., Inc. v. Limelight Networks,
    Inc., 
    797 F.3d 1020
    , 1022–23 (Fed. Cir. 2015) (en banc)
    (drawing from the general principles of vicarious liability);
    BMC Resources, Inc. v. Paymentech, L.P., 
    498 F.3d 1373
    ,
    1379–81 (Fed. Cir. 2007) (holding that an actor is liable for
    infringement under § 271(a) if it acts through an agent or
    contracts with another to perform one or more steps of a
    claimed method); Master Tech, 
    181 F. Supp. 2d at
    913–14
    (“Moore’s and Mitchell’s contacts with Master Tech in Illi-
    nois, in their capacity as Smith’s agents, are attributable
    to Smith for venue purposes.”). We will not speculate about
    Case: 20-1415    Document: 62       Page: 25   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       25
    what a more developed argument against imputation in
    circumstances like those here might demonstrate.
    Cargill does argue that it is not itself an indirect in-
    fringer because it did not induce BASF to deposit the seeds
    at the ATCC, but that argument does not address imputa-
    tion for purposes of liability for direct infringement or for
    purposes of meeting the § 1400(b) standard. Cargill also
    argues that Minnesota Mining & Manufacturing, 
    757 F.2d 1256
     (3M), is not a sound basis for imputation, but impu-
    tation here need not rest on that case. We accept that 3M
    is limited to corporate veil piercing that justifies legally
    treating the two corporations as one for purposes of imput-
    ing one’s place of business to the other. See Celgene Corp.
    v. Mylan Pharms. Inc., 
    17 F.4th 1111
    , 1126–27 (Fed. Cir.
    2021); see also Andra Grp., LP v. Victoria’s Secret Stores,
    L.L.C., 
    6 F.4th 1283
    , 1289 (Fed. Cir. 2021). But the present
    matter, besides involving imputation of infringing acts (not
    places of business), involves a different basis for imputa-
    tion—actions taken in furtherance of a partnership of two
    entities whose separateness as corporations is undisputed.
    3M does not purport to declare its veil-piercing situation to
    be the only basis for imputation, particularly when consid-
    ering imputation of infringing acts and not place of busi-
    ness, and Cargill has not offered a substantial argument
    against the soundness of the partnership basis that is pre-
    sent here.
    For these reasons, we affirm the district court’s refusal
    to grant Cargill’s motion to dismiss for lack of venue.
    III
    On the merits, we begin with the appeal by BASF (in-
    cluding Cargill) of the jury’s verdict that the asserted
    Group A patent claims are supported by an adequate writ-
    ten description. “Written description is a question of fact,
    judged from the perspective of one of ordinary skill in the
    art as of the relevant filing date.” Immunex Corp. v.
    Sandoz Inc., 
    964 F.3d 1049
    , 1063 (Fed. Cir. 2020). We
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    26      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    review a jury determination of such a fact issue for sub-
    stantial evidence. Ariad Pharms., Inc. v. Eli Lilly & Co.,
    
    598 F.3d 1336
    , 1355 (Fed. Cir. 2010) (en banc).
    Under our written-description case law, the “critical in-
    quiry” is whether the relevant artisan reading the specifi-
    cation “would understand that the inventor was in
    possession of [the claimed invention] at the time of filing.”
    Alcon Research Ltd. v. Barr Labs., Inc., 
    745 F.3d 1180
    ,
    1190–91 (Fed. Cir. 2014). “[T]he specification must de-
    scribe an invention understandable to that skilled artisan
    and show that the inventor actually invented the invention
    claimed.” Ariad, 
    598 F.3d at 1351
    . Actual reduction to
    practice is not a requirement. 
    Id. at 1352
    ; Centocor Ortho
    Biotech, Inc. v. Abbott Labs., 
    636 F.3d 1341
    , 1353 (Fed. Cir.
    2011); Univ. of Rochester v. G.D. Searle & Co., Inc., 
    358 F.3d 916
    , 926 (Fed. Cir. 2004). Ascertaining the required
    possession starts with an accurate understanding of the
    claimed invention, Amgen Inc. v. Sanofi, 
    872 F.3d 1367
    ,
    1373 (Fed. Cir. 2017), and proceeds to an “objective inquiry
    into the four corners of the specification,” Ariad, 
    598 F.3d at 1351
    . “[A] patentee may rely on information that is well-
    known in the art” to the extent it informs how a relevant
    artisan would reasonably understand what is actually de-
    scribed in the specification. Ajinomoto Co., Inc. v. ITC, 
    932 F.3d 1342
    , 1359 (Fed. Cir. 2019) (quoting Boston Scientific
    Corp. v. Johnson & Johnson, 
    647 F.3d 1353
    , 1366 (Fed. Cir.
    2011)) (internal quotation marks omitted); see also Cen-
    trak, Inc. v. Sonitor Technologies, Inc., 
    915 F.3d 1360
    , 1369
    (Fed. Cir. 2019).
    The six Group A claims at issue here concern LC-PUFA
    production, but none of them requires commercially desir-
    able or other specific levels of such production. As dis-
    cussed supra, three of the six claims cover only the
    “species” of canola, while the other three more broadly
    cover the “genus” of plant cells. We discuss the canola
    claims first, as the parties’ arguments focus overwhelm-
    ingly, if not exclusively, on canola. We affirm the jury’s
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC          27
    verdict as to those claims. But we reverse as to the broader
    genus claims, even though the parties devote almost no
    separate attention to those broader claims. 4
    A
    The common specification of the Group A patents—
    which both parties rely on for this issue, not identifying any
    material differences between that specification and the
    2004 provisional applications—includes numerous pas-
    sages that expressly identify canola (by that name or oth-
    ers) as a preferred embodiment of the invention. In one
    section, the specification states that “[p]referably, the seed
    is derived from an oilseed plant” and that “[m]ore prefera-
    bly, the oilseed plant is oilseed rape (Brassica napus),”
    meaning canola, before proceeding to list 14 other plants.
    ’579 patent, col. 11, lines 6–15. Two additional passages
    similarly highlight canola. 5 And the prominence of the
    4    BASF does not appeal the jury’s rejection of the ob-
    viousness challenge to the asserted Group A claims and the
    asserted ’792 patent claim, but it does suggest that the re-
    jection of the obviousness challenge means that there can-
    not be an adequate written description of the same claims.
    Appellants’ Opening Br. 43–47. That suggestion is merit-
    less. What the specification at issue describes to a relevant
    artisan as the inventions possessed by the inventors pre-
    sents a distinct question from what a relevant artisan
    would have found obvious from the prior art without the
    specification. Notably, none of the three prior-art refer-
    ences at issue involves working examples of the unique
    components of the invention in Arabidopsis, and BASF
    does not claim otherwise. See id. at 45–46; J.A. 12615–26;
    J.A 13068–199; J.A. 13055–67.
    5   ’579 patent, col. 39, line 66, through col. 40, line 16
    (stating “[t]he plants of the invention may be corn (Zea
    mays), canola (Brassica napus, Brassica rapa ssp.)” before
    listing a number of other plants); id., col. 40, lines 17–22
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    28      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    canola identification is underscored by the testimony of
    both sides’ experts that a relevant artisan, when interested
    in developing an oilseed crop plant that could produce LC-
    PUFAs, would have focused on canola and soy (and maybe
    flax). J.A. 9728–29; J.A. 10077; cf. Novozymes A/S v.
    DuPont Nutrition Biosciences APS, 
    723 F.3d 1336
    , 1346–
    48 (Fed. Cir. 2013) (discussing “blaze mark” strain of writ-
    ten-description doctrine); Purdue Pharma L.P. v. Faulding
    Inc., 
    230 F.3d 1320
    , 1326–27 (Fed. Cir. 2000) (same).
    Moreover, as to canola, the specification and trial evi-
    dence support a finding that the inventors had more than
    “a ‘mere wish or plan’ for obtaining the claimed invention.”
    Centocor, 
    636 F.3d at 1348
     (quoting Regents of the Univ. of
    Cal. v. Eli Lilly & Co., 
    119 F.3d 1559
    , 1566 (Fed. Cir.
    1997)). In particular, the specification includes multiple
    working examples of Arabidopsis. E.g., ’579 patent, col. 68,
    line 20, through col. 70, line 67 (Examples 8–9); 
    id.,
     col. 73,
    line 22, through col. 76, line 11 (Example 11); 
    id.,
     col. 84,
    line 37, though col. 86, line 39 (Example 17). And CSIRO
    presented substantial evidence that “Arabidopsis is a very
    reliable model for Brassica napus,” J.A. 10070, and that
    relevant artisans in 2004 (the year to which the Group A
    patents claim priority) would have understood that LC-
    PUFA production in Arabidopsis was highly predictive of
    positive results in canola.
    For example, when CSIRO’s expert was asked “what is
    your opinion about whether the invention disclosed in the
    2004 Group A patents would actually work in canola,” she
    (“In one embodiment, the plant is an oilseed plant, prefer-
    ably an oilseed crop plant. As used herein, an ‘oilseed
    plant’ is a plant species used for the commercial production
    of oils from the seeds of the plant. The oilseed plant may
    be oil-seed rape (such as canola), maize, sunflower, soy-
    bean, sorghum, flax (linseed) or sugar beet.” (italics in orig-
    inal)).
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC          29
    responded that “[d]efinitely, it is my opinion that it would
    work in canola.” J.A. 10084. Similarly, when asked on
    cross-examination whether it was her position that “a per-
    son of ordinary skill in the art in 2004 would have known
    that if you had [the invention] in Arabidopsis, then you had
    it in canola,” she answered that “[t]hat is one of my posi-
    tions.” J.A. 10186. 6 And the evidence explained why show-
    ing LC-PUFA production in Arabidopsis was predictive of
    success in canola—including that both plants “have the
    same genetic ability to make ALA,” the compound that is
    the starting point for the Δ6-desaturase pathway. J.A.
    10070–72; see also J.A. 8612–13.
    Accordingly, this case is materially different from Nuvo
    Pharmaceuticals (Ireland) Designated Activity Co. v. Dr.
    Reddy’s Laboratories Inc., 
    923 F.3d 1368
     (Fed. Cir. 2019).
    6    Additional testimony from the same expert, as well
    as testimony from another scientist at CSIRO, further con-
    veyed this point. J.A. 8611–12 (“Of course, Arabidopsis is
    not the crop but you have a very good idea of what you can
    expect when you do the same thing in canola.”); J.A. 8613
    (“And so when you are testing in Arabidopsis, when you see
    DHA made in Arabidopsis, to me, that’s a very, very high
    indication that as a scientist that you will get the same re-
    sult. So not the same levels but that you will get DHA. . . .
    [T]he experimentation in Arabidopsis would be highly pre-
    dictive of what one could expect in canola . . . .”); J.A. 10072
    (“So I think that if you obtained DHA in Arabidopsis, I
    would have a very high confidence that the same thing
    would happen in canola.”); see also J.A. 9980–81 (testimony
    of inventor, Dr. Surinder Singh) (“So relying on my, you
    know, quite prolonged experience in biotechnology and
    plant engineering, what I knew is that what we had shown
    in 2004–[0]5 in Arabidopsis seed, that that pathway, essen-
    tially, would work in canola, and so I was very confident
    that it will work.”).
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    30       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    There, we held that, “[i]n light of the fact that the specifi-
    cation provides nothing more than the mere claim that un-
    coated [acid inhibitors] might work, even though persons of
    ordinary skill in the art would not have thought it would
    work, the specification is fatally flawed.” Id. at 1381. Here,
    substantial evidence (the Arabidopsis working examples
    and the evidence of what they meant for canola to the rel-
    evant artisan, together with the prominence of canola in
    the specification) allowed the jury to find that relevant ar-
    tisans reading the specification would have expected that
    the invention as claimed would work in canola and that the
    inventors were in possession of the claimed inventions
    when the specification was filed in 2004.
    The evidence BASF cites in arguing for a contrary con-
    clusion is not sufficient to overturn the jury’s verdict. First,
    while BASF offered expert testimony explaining why Ara-
    bidopsis was not a predictive model of canola, see, e.g., J.A.
    9650–57, BASF provides no sound reason that the jury was
    unreasonable in crediting CSIRO’s opposing expert testi-
    mony. Second, certain inventor testimony characterized by
    BASF as conceding unpredictability of the art, J.A. 8891–
    92, could reasonably be deemed of little relevance, since the
    inventor was discussing skepticism within CSIRO before
    the breakthrough in Arabidopsis, and the jury heard ample
    evidence that, once that breakthrough was achieved, suc-
    cess in canola was predictable. Third, and finally, the jury
    could reasonably give little weight to evidence that CSIRO
    did not produce LC-PUFA in canola until after the 2004
    priority date and continued working for years thereafter on
    such production. 7 Because actual reduction to practice is
    7  See, e.g., J.A. 9029–30 (Dr. Singh testifying that
    the earliest that CSIRO made LC-PUFAs in canola was at
    the end of 2009); J.A. 9091–93 (similar); J.A. 10022–24
    (similar); J.A. 8807 (CSIRO’s expert testifying to similar);
    J.A. 13614–15 (a 2009 investor analysis stating that a
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        31
    not a requirement of possession, delay in actual production
    here does not negate constructive possession at the time of
    filing. And there was extensive testimony that CSIRO af-
    firmatively chose to wait to achieve LC-PUFA production
    in canola because it was working on how to optimize LC-
    PUFA production to meet commercialization goals (a mat-
    ter of prime interest to investors). J.A. 9830–33; J.A. 9979–
    81. The claims do not require commercially significant or
    any specific levels of LC-PUFA production, so CSIRO’s
    post-2004 work does not negate a finding, supported by the
    evidence already recited, that the specification describes to
    a relevant artisan that the inventors possessed the claimed
    invention in 2004. 8
    BASF has cited no case indicating that CSIRO’s evi-
    dence is not enough to support a jury verdict of adequate
    written description for the canola claims. In Centocor,
    which BASF stressed at oral argument, the claim at issue
    was directed to a fully human antibody with certain thera-
    peutic properties (i.e., high affinity, neutralizing activity,
    and ability to bind at a specific place on a human TNF-α
    protein), but the specification (1) disclosed only a chimeric
    project “weakness[]” was that “[p]roof of concept [had] not
    [been] achieved in target crop”); J.A. 13459, 13479 (2007
    investment document identifying as a “Key Risk” that, as
    of yet, “[t]echnology does not work in appropriate oil seed,
    only works in Arabidopsis”); J.A. 13483–84 (a 2010–2011
    investor plan stating “[i]t is expected that proof-of concept
    for the production of omega-3 LC-PUFAs in canola will be
    achieved by project end at 30 June 2010”).
    8   BASF also points to a CSIRO 2009 progress report
    stating that CSIRO’s “first generation” construct did not
    produce any LC-PUFA. J.A. 12308. The jury could reason-
    ably credit CSIRO’s explanation of this evidence as refer-
    ring to a different project. J.A. 9972–73; J.A. 10056; J.A.
    10464–65.
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    32       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    (human/mouse) antibody that met the critical therapeutic
    claim limitations and (2) had only “a few sentences sprin-
    kled throughout . . . that mention[ed] human antibodies.”
    
    636 F.3d at
    1348–50. Undisputed expert testimony, more-
    over, showed that a chimeric antibody did not “serve as a
    stepping stone to identifying” the claimed fully human an-
    tibody, which was “very different” from the chimeric anti-
    body disclosed in the specification. 
    Id.
     On those facts, we
    overturned the jury’s verdict of adequate written descrip-
    tion. 
    Id.
     at 1350–51. But we have a materially different
    case here. CSIRO presented expert testimony explaining
    that achieving LC-PUFA production in Arabidopsis was
    more than just a steppingstone to—and was, in fact, highly
    predictive of—achieving such production in canola. Alt-
    hough that testimony was disputed, we must defer to the
    jury’s decision to credit it.
    Other relied-on cases are no more helpful to BASF. In
    Ariad, we nowhere ruled that specifying the claimed em-
    bodiment in the specification and providing a working ex-
    ample in a highly predictive model would fail to meet the
    legal standard for adequate description, which contains no
    requirement of actual reduction to practice. 
    598 F.3d at
    1352–54; 
    id.
     at 1357–58 (noting that the specification “dis-
    close[d] no working or even prophetic examples”); see also
    Rochester, 
    358 F.3d at
    927–29 (invalidating a patent that
    functionally claimed compounds that selectively inhibited
    an enzyme, but identified no compound capable of that
    function). 9 In Eli Lilly, we held that a specification disclos-
    ing a rat cDNA sequence that produced insulin did not
    9 In noting that the Arabidopsis working example
    supports CSIRO in this case, we do not imply that working
    examples are always necessary for written description.
    Our case law makes clear that they are not. E.g., Falko-
    Gunter Falkner v. Inglis, 
    448 F.3d 1357
    , 1366 (Fed. Cir.
    2006).
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       33
    provide written-description support for claims directed to a
    human cDNA sequence that produced insulin, but there,
    no information in the specification provided the relevant
    artisan with “information . . . pertaining to [the human]
    cDNA’s relevant structural or physical characteristics.”
    
    119 F.3d at
    1566–67. No case cited by BASF addresses the
    circumstances the jury could have reasonably found pre-
    sent here and deems them legally insufficient. Accord-
    ingly, we affirm the jury’s verdict of written description as
    to the canola claims.
    B
    What remains for consideration is the trio of broader
    genus claims that reach any plant cell, not just canola, with
    the specified properties. The parties have not given us
    much to work with regarding these claims. They have fo-
    cused nearly all their attention on canola. And BASF, as it
    noted at oral argument, has made almost no argument for
    invalidity of these claims if it is wrong about the canola
    claims. See Oral Arg. at 8:16–9:36.
    But we conclude that is not the right way to view
    BASF’s argument in this case. BASF has argued for the
    inadequacy of the written description as to all the asserted
    Group A claims on a common ground—that the magnitude
    of the leap from success in producing LC-PUFA in Ara-
    bidopsis to success in any other plant is too great for the
    written description to support claims to any other plant.
    See Appellants’ Opening Br. 26–43 (“Arabidopsis is not an
    adequate stand-in for all plants. And it is not an adequate
    stand-in for canola.”). And at trial, BASF introduced evi-
    dence—hardly any, but some—that the deficiency as to
    canola was a mere example of the general deficiency as to
    the broader genus of covered plants. See J.A. 9649–50; J.A.
    9658–59; J.A. 9662–64.
    CSIRO’s response to BASF’s argument beyond the can-
    ola context is insufficient. CSIRO relies mainly on Amgen
    Inc. v. Hoechst Marion Roussel, Inc., 
    314 F.3d 1313
    , 1332
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    34      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    (Fed. Cir. 2003), to posit that there is an adequate written
    description because “the ‘plant cell’ term identifies a recog-
    nizable genus of ‘host cell’ for the inventive genetic con-
    struct.” Cross-Appellants’ Opening Br. 26–28. Crucially,
    however, CSIRO has not meaningfully disputed BASF’s
    general point (or expert testimony) that success in Ara-
    bidopsis did not automatically mean success (or possession
    of the invention) in all plant cells—unlike in Amgen, where
    the district court was presented with expert testimony
    from which it could find that the specification adequately
    described “the use of the broad class of available mamma-
    lian and vertebrate cells to produce the claimed high levels
    of human EPO in culture.” 
    314 F.3d at 1331
    . Nor has
    CSIRO pointed to or argued for the sufficiency of evidence,
    e.g., evidence of a representative number of species, of the
    sort our precedents have flagged as important to determin-
    ing adequate written-description support for broad genus
    claims with functional properties (as the claims here have
    been understood before us). BASF v. CSIRO, No. 2:17-cv-
    503, 
    2019 WL 1922521
    , at *8 (E.D. Va. Apr. 30, 2019); see,
    e.g., Juno Therapeutics, Inc. v. Kite Pharma, Inc., 
    10 F.4th 1330
    , 1335 (Fed. Cir. 2021) (citing Ariad, 
    598 F.3d at
    1349–
    52); cf. GlaxoSmithKline LLC v. Banner Pharmacaps, Inc.,
    
    744 F.3d 725
    , 731 (Fed. Cir. 2014) (noting functional-struc-
    tural distinction).
    In these circumstances, we conclude, the evidence to
    which we have been pointed sufficed to provide a reasona-
    ble basis for the jury to reject BASF’s challenge as to canola
    but not as to the broader genus claims. As to the latter, the
    jury had no reasonable basis to reject BASF’s evidence,
    thin as it was, of inadequate written-description support.
    We therefore reverse as to the broad genus claims.
    IV
    Both sides challenge the jury’s verdict relating to
    BASF’s assertion of co-ownership of the six patents at is-
    sue—that BASF co-owns the ’792 patent but not the other
    Case: 20-1415    Document: 62     Page: 35   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC      35
    five. CSIRO appeals as to the ’792 patent, BASF as to the
    others. The parties accept that BASF does not infringe a
    patent that it co-owns. BASF does not argue on appeal for
    co-ownership based on any claim of co-inventorship or sole
    inventorship of any claim of the patents. Rather, BASF ar-
    gues for co-ownership here based entirely on the MTEA,
    and its argument is for co-ownership, not sole ownership.
    The interpretation of the MTEA is a question of law
    decided de novo on appeal. See Parkway 1046, LLC v. U.S.
    Home Corp., 
    961 F.3d 301
    , 312–13 (4th Cir. 2020);
    Thatcher v. Kohl’s Dep’t Stores, Inc., 
    397 F.3d 1370
    , 1373–
    74 (Fed. Cir. 2005). 10 Neither party has expressly sug-
    gested that the choice of governing law (between Virginia
    and the Australian Capital Territory) matters here, and
    there is no apparent material dispute about governing
    principles of contract law. Cf. Fraunhofer-Gesellschaft zur
    Förderung der Angewandten Forschung E.V. v. Sirius XM
    Radio Inc., 
    940 F.3d 1372
    , 1378 (Fed. Cir. 2019) (choosing
    to apply U.S. law where choice-of-law question was for-
    feited and there was no material difference in law of juris-
    dictions at issue). We ask whether, under a proper contract
    interpretation, substantial evidence allowed the jury, if
    reasonable, to reach its verdict on each patent. Carolina
    Trucks & Equip., Inc. v. Volvo Trucks of North America,
    Inc., 
    492 F.3d 484
    , 488 (4th Cir. 2007). Under those stand-
    ards, we affirm the verdict of no BASF co-ownership of five
    patents but reverse the verdict of BASF co-ownership of the
    ’792 patent.
    10  BASF does not rely on the agreed-on jury instruc-
    tion (J.A. 8321–22) concerning the MTEA to support its ar-
    gument.      CSIRO mentions the instruction, Cross-
    Appellants’ Opening Br. 42–43, but offers nothing from the
    instruction that adds meaningfully to its arguments based
    on the MTEA itself.
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    36      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    A
    BASF has relied on the Ownership provision of the
    MTEA but only insofar as it confers joint ownership, dis-
    claiming any argument for sole ownership. See Appellants’
    Reply Br. 28. The Ownership provision, § 6.2, addresses
    “New Materials, Transformed Lines and Results and any
    Intellectual Property subsisting in them,” J.A. 12669, but
    the transformed lines are not in dispute here. “Joint New
    Materials” and “Joint Results,” the provision says, “will be
    owned jointly by CSIRO and [BASF].” J.A. 12669–70. And
    the parties agree that joint ownership extends to “Intellec-
    tual Property subsisting in” such “Joint New Materials”
    and “Joint Results.”
    The MTEA’s definitional provision, § 1.1, defines “Joint
    New Materials” and “Joint Results” after defining terms
    building up to those. The starting point is the definition of
    “Evaluation” to mean “the programme of work to be carried
    out under this Agreement and described in Schedule B,”
    which lists the 13 specific constructs—all of which contain
    BASF-CSIRO combinations—that were tested as part of
    the project. J.A. 12666; J.A. 12681–84. Then, identifying
    “Materials” as certain preexisting, specified “genes, pro-
    moters and constructs of a Party identified in Schedule A”
    brought to the project, the definitional provision defines
    “New Materials” as “constructs developed under the Evalu-
    ation incorporating Materials,” including “CSIRO New Ma-
    terials” (“constructs containing only CSIRO genes”),
    “[BASF] New Materials” (“constructs containing only
    [BASF] genes”), and—at issue here—“Joint New Materi-
    als” (“constructs contain[ing] both CSIRO and [BASF]
    genes”). J.A. 12666 (emphasis added). The provision then
    uses a similar structure to define “Results” as “all results,
    data or information derived from the Evaluation” (but not
    New Materials and Transformed Lines), including “CSIRO
    Results” (“Results with respect to CSIRO Transformed
    Lines and CSIRO New Materials”), “[BASF] Results” (“Re-
    sults with respect to [BASF] Transformed Lines and
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    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       37
    [BASF] New Materials”), and—at issue here—“Joint Re-
    sults” (“Results with respect to Joint Transformed Lines
    and Joint New Materials.”). J.A. 12666 (also providing
    similar definitions for “Transformed Lines”).
    As relevant here, these provisions, read together, cre-
    ate joint ownership of three categories: (1) constructs that
    were developed under the Evaluation if they contained
    both CSIRO and BASF genes; (2) results, data, or infor-
    mation derived from the Evaluation respecting the CSIRO-
    BASF-gene-combination constructs developed under the
    Evaluation; and (3) Intellectual Property subsisting in the
    first two categories. BASF has not argued to us that any
    of the patents at issue here fall into the first category. As
    to the second category, BASF, in response to CSIRO’s brief,
    effectively accepted—correctly, we think—“that Joint Re-
    sults are the data and information related to” the BASF-
    CSIRO-gene-combination “constructs created during the
    MTEA collaboration using BASF and CSIRO genes,” Ap-
    pellants’ Reply Br. 25, and on that basis BASF made no
    further argument that this case falls into the second cate-
    gory. Instead, BASF ultimately has rested its argument on
    the third category, specifically as applied to the second
    (Joint Results) category, contending that a reasonable jury
    had to find that all six patents claim intellectual property
    subsisting in results, data, or information derived from the
    Evaluation of the BASF-CSIRO-gene-combination con-
    structs. Id. at 24–31.
    We reject this contention, concluding instead that for
    all six patents a reasonable jury could only find no co-own-
    ership. For BASF to prevail, the phrase “intellectual prop-
    erty subsisting in . . . Joint Results” must refer to the
    intellectual property whose ownership BASF is asserting,
    here consisting of patent rights—which are defined by
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    38        BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    patent claims. 11 And the direction of the “subsisting in”
    relation is not, as BASF suggested at least once, id. at 25–
    26, that the Joint Results subsist in the intellectual prop-
    erty to be owned. To the contrary, the intellectual property
    to be owned must subsist in the Joint Results. Accordingly,
    under the MTEA provisions BASF has invoked, what
    BASF had to show was that intellectual property defined
    by claims of the patents “inhere[d]” in or “form[ed] an ele-
    ment of” the Joint Results. Id. at 25–26 (quoting Subsist,
    v., Oxford English Dictionary (3d ed. 2012); Inhere, v., Ox-
    ford English Dictionary (2d ed. 1989)).
    BASF stakes its co-ownership position on an unreason-
    able view of what can satisfy that requirement. It as-
    serts—and declares that “Appellants’ argument is”—that,
    even though none of the six patents claim the BASF-
    CSIRO-gene-combination constructs or properties of them
    or uses of them, it is enough “that CSIRO obtained its pa-
    tents by drawing on the lessons it learned from the experi-
    ments involving both BASF and CSIRO’s materials.” Id. at
    28; see also Opponents’ Reply Brief in Further Support of
    Their Renewed Motion for Judgment as a Matter of Law
    Under Fed. R. Civ. P. 50(b) or, in the Alternative, for a New
    Trial Pursuant to Rule 59(a) at 14, BASF v. CSIRO,
    No. 2:17-cv-503 (E.D. Va. Feb. 10, 2020), ECF No. 875
    (BASF reply supporting post-trial motions, resting on alle-
    gation that “CSIRO used what they learned”). But it can-
    not reasonably be said that merely “drawing on the
    lessons” of the Evaluation work to come up with new and
    nonobvious inventions—of which BASF was not even a co-
    inventor—makes those inventions inherent in or an ele-
    ment of the results, data, or information derived from the
    11 BASF has made no claim of trade-secret status of
    any relevant information, much less connected any such
    status to the asserted co-ownership of the patents.
    Case: 20-1415    Document: 62      Page: 39    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        39
    Evaluation work. 12 The law has long recognized separate
    patentability and inventorship for advances that, as is rou-
    tine, draw on lessons learned from earlier work of others.
    Cf. KSR Int’l Co. v. Teleflex Inc., 
    550 U.S. 398
    , 418–19
    (2007) (“[I]nventions in most, if not all, instances rely upon
    building blocks long since uncovered, and claimed discov-
    eries almost of necessity will be combinations of what, in
    some sense, is already known.”). Such advances are not
    properly deemed inherent in or elements of the earlier
    work.
    Besides being linguistically unreasonable in the rele-
    vant legal context, BASF’s interpretation makes no “com-
    mercial sense”—a consideration that both sides recognize
    as important in construing the MTEA. Cross-Appellants’
    Opening Br. 40; Appellants’ Reply Br. 26. The MTEA had
    a two-year term, and the parties knew that each would
    learn lessons from the joint work and would continue work
    in the field when the agreement ended. Under BASF’s in-
    terpretation, the MTEA would create an ever-threatening
    cloud over independent post-MTEA work and the invest-
    ments in such work. As CSIRO observes, under that inter-
    pretation, “it is hard to see how either party could ever
    obtain a patent in this field without its being subject to a
    co-ownership challenge.” Cross-Appellants’ Reply Br. 8. It
    cannot reasonably be inferred, from language not so requir-
    ing, that the parties agreed to a provision with that likely
    consequence.
    B
    BASF must rely for its co-ownership position on its un-
    justifiable interpretation of the MTEA provision because it
    12  All claims of the issued patents are presumed valid,
    
    35 U.S.C. § 282
    (a), and that presumption has not been
    overcome in this case as to any claims at issue (besides the
    genus claims).
    Case: 20-1415     Document: 62       Page: 40   Filed: 03/15/2022
    40        BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    has presented no more concrete, specific basis for a reason-
    able finding that the intellectual property claimed in the
    patents at issue subsisted in the data, results, or infor-
    mation derived from the Evaluation work on the BASF-
    CSIRO-gene-combination constructs.          The jury could
    properly reject such a finding, as it did, for five of the pa-
    tents. And the evidence required the jury to reject such a
    finding, we conclude, for the ’792 patent.
    As to two of the Group A patents (the ’880 and ’357 pa-
    tents), BASF points to nothing in any specific claim (or
    even in the specification) that matches any Schedule B con-
    struct or result, data, or information about such a con-
    struct. Appellants’ Opening Br. 51–52. It argues only that
    CSIRO obtained information pertaining to how to get con-
    structs working in canola, with no details identified or
    shown to be significant to any claim. 
    Id.
     (citing J.A 9530;
    J.A. 9540). At least in light of CSIRO’s inventors’ pre-
    MTEA awareness of how to succeed in canola (as discussed
    in the written-description section of this opinion supra),
    this is not enough to show intellectual property in the pa-
    tents that subsists in results, data, or information deriving
    from the Evaluation work (as opposed to, e.g., from pre-
    MTEA work). Certainly, the jury could so find.
    For the two other Group A patents (the ’579 and ’033
    patents), BASF does cite to at least one claim in each pa-
    tent that requires at least one BASF gene that was tested
    as part of the joint evaluation. 13 Those genes, however,
    were not themselves constructs that constituted Joint New
    13  Unasserted claim 7 of the ’579 patent recites two
    BASF genes. ’579 patent, col. 215, line 54, through col. 216
    line 42; id., col. 16, lines 62–63, col. 17, lines 22–23; J.A.
    12678, 12683. Unasserted claims 1, 6, and 15 of the ’033
    patent each recite one BASF gene. ’033 patent, col. 213,
    line 58, through col. 215, line 57; id., col. 16, lines 60–61,
    col. 17, lines 20–21; J.A. 12678, 12683.
    Case: 20-1415    Document: 62     Page: 41    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       41
    Materials, and they also were publicly known before the
    MTEA: in fact, they had been listed in the 2004 provisional
    applications to which CSIRO traces priority for these pa-
    tents. J.A. 11628; J.A. 11128; see also J.A. 11986, 12011–
    12 (published U.S. application based on 2005 Paris Coop-
    eration Treaty application). The genes are just components
    (identified as known in the prior art) of the inventions
    claimed in the patents, not the inventions themselves.
    BASF has not identified any results, data, or information
    from the Evaluation work regarding the Schedule B con-
    structs that even made their way into these patents, let
    alone in which the intellectual property defined by the
    claims of these patents subsists. Again, the jury could re-
    ject co-ownership for these patents.
    We come to the same conclusion about the ’541 patent.
    BASF identifies a passage in the specification that high-
    lights using a specific combination of two genes—a fungal
    Pichia pastoris ω3-desaturase (which is also a Δ15-desatu-
    rase, if it is operating on certain substates and one counts
    from the other end of the molecule) and a Δ6-desaturase.
    ’541 patent, col. 66, 19–26; id., col. 41, lines 52–55; J.A.
    9941–42; see also id., col. 42, lines 46–50 (discussing the
    same fungal ω3-desaturase). BASF argues that this pas-
    sage must be drawn from the results of the MTEA, which
    ran an experiment testing the use of selected “[ω]3-specific”
    Δ6-desaturases and fungal Δ15-desaturases. J.A. 12682.
    But there is no evidence establishing even that assertion,
    let alone the required connection of the intellectual prop-
    erty of the ’541 patent, based on its claims, to the MTEA
    work. The MTEA experiment undisputedly did not test the
    particular combination noted in the ’541 patent specifica-
    tion, which, moreover, is not claimed in the patent: the
    claims more generally call for certain oils, without refer-
    ence to specific desaturases; and BASF has not shown that
    the jury had to find that CSIRO used any of the MTEA
    Schedule B constructs in its production of the claimed oils.
    Further, the evidence permits the finding that a 2004
    Case: 20-1415     Document: 62       Page: 42   Filed: 03/15/2022
    42        BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    CSIRO application, years before the MTEA project, dis-
    closed a combination of a Δ6-desaturase and a ω3-desatu-
    rase (Δ15-desaturase). See J.A. 11689 (CSIRO 2004
    application); J.A. 9941–42 (testimony explaining CSIRO
    2004 application). Additional evidence allowed the jury to
    find that post-MTEA CSIRO research independent of the
    MTEA led to use of the Pichia pastoris fungal Δ15-desatu-
    rase. J.A. 13231. Thus, again, substantial evidence sup-
    ports the jury verdict of no co-ownership for the ’541
    patent.
    Finally, for the ’792 patent, we conclude that BASF has
    not identified substantial evidence that supports the jury’s
    verdict of co-ownership. This patent’s claims do not require
    any Schedule B construct or other Joint New Material un-
    der the MTEA. In responding to CSIRO’s argument, BASF
    has pointed to “three BASF-owned enzymes” called for by
    various claims of this patent—represented by SEQ ID NO:
    30 (an amino acid sequence) and SEQ ID NO: 131 (a nucle-
    otide sequence) in claim 1 (and hence all claims) and SEQ
    ID NO: 133 (a nucleotide sequence) in claim 2 alone—
    where the enzymes correspond to genes that were listed in
    MTEA Schedule A and used as parts of Schedule B con-
    structs. Appellants’ Reply Br. 26; see ’792 patent, col. 28,
    line 16, col. 29, lines 12, 14; id., col. 241, line 37, through
    col. 242, line 62; J.A. 12678; J.A. 12682–84; J.A. 9842–43. 14
    Some, perhaps all, of these enzymes and genes may well
    have been publicly available before the MTEA, J.A. 12647;
    J.A. 11133–35; J.A. 9841–45; BASF does not assert or point
    to evidence showing otherwise, Appellants’ Reply Br. 26–
    28. Regardless, there is no dispute that the ’792 patent’s
    claims are to patentable inventions of which these enzymes
    14 BASF’s citations encompass a few other ’792 patent
    references to amino acid or nucleotide sequences, e.g., SEQ
    ID NO: 130 for an Ostreococcus tauri Δ5-elongase, which
    BASF has not tied to the MTEA. Appellants’ Reply Br. 26.
    Case: 20-1415    Document: 62     Page: 43   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC      43
    or genes are mere parts. The claimed inventions are not
    inherent in or elements of the MTEA Schedule B con-
    structs. BASF also has not identified any concrete, specific
    data, results, or information about the constructs, derived
    from the Evaluation, in which the ’792 patent claims can
    reasonably be said to inhere.
    Instead, BASF cites a 2009 email from one of the
    named inventors, Dr. Singh, stating that the “amount of
    data sent over by BASF was substantial and we feel it has
    been extremely good value to have done the joint evalua-
    tion with them.” J.A. 13586. But no evidence reasonably
    ties that good-value generalization to the ’792 patent
    claims. The same is true of the fact that an August 2009
    summary of Evaluation results was found tucked into Dr.
    Singh’s lab notebook from 2017—around the time when
    CSIRO applied for the asserted patents (based on pre-
    MTEA provisional applications).         J.A. 9037–40; J.A.
    13244–45. BASF has not identified any passages within
    the August 2009 summary and shown how such passages
    are tied to the ’792 patent claims. BASF also notes evi-
    dence that the ’792 patent includes research results gener-
    ated in 2008 and 2009—around the same time interim
    results of the MTEA were being reported to CSIRO. J.A.
    8995–96; J.A. 9038; J.A. 9526–32. That observation too
    says nothing specific about Evaluation results, speaking
    only to some amount of temporal overlap. BASF’s inability
    to identify any specific results, data, or information from
    the Evaluation work as properly tied to the ’792 patent
    claims leaves the record lacking in any basis that can sup-
    port the jury’s verdict without an impermissible level of
    speculation. 15
    15    The dissent cites certain testimony, not cited by
    BASF in its briefing to us, to support at most two proposi-
    tions: first, that Ostreococcus tauri Δ6 desaturase (recited
    in the ’792 patent by reference to SEQ ID NO: 30) and
    Case: 20-1415     Document: 62       Page: 44   Filed: 03/15/2022
    44      BASF PLANT SCIENCE, LP     v. COMMONWEALTH SCIENTIFIC
    Accordingly, we affirm the jury’s verdict of no co-own-
    ership of the Group A patents and the ’541 patent but re-
    verse the verdict of co-ownership of the ’792 patent.
    V
    The foregoing rulings require removal of the asserted
    genus claims (both asserted claims of the ’880 patent and
    claim 1 of the ’357 patent) from the remedy and addition of
    the asserted claim of the ’792 patent to the remedy. We
    leave it to the district court to decide what specific changes
    those two steps entail.
    The scope of liability aside, CSIRO appeals the district
    court’s remedy determinations in various respects, con-
    tending that the district court erred in its (1) refusal to sub-
    mit willfulness to the jury; (2) refusal to submit to the jury
    the issue of a royalty for past infringement; (3) denial of an
    infringement-stopping injunction; and (4) calculation of
    the ongoing reasonable royalty. We reject the first two
    challenges. As to the fourth, we find error in the district
    court’s starting point for its calculation of an ongoing roy-
    alty, which should be reconsidered on remand. As to the
    third, we see no basis for finding an abuse of discretion in
    Thraustochytrium sp. Δ5 desaturase (recited in the ’792 pa-
    tent by reference to SEQ ID NO: 131) “were BASF materi-
    als that were provided under the Agreement,” as the MTEA
    explicitly says; and second, that in July 2017, CSIRO was
    focused on Ostreococcus tauri Δ6 desaturase and/or
    Thraustochytrium sp. Δ5 desaturase. Dissent at 6–8 (citing
    Transcript of Proceedings (Jury Trial–Day 4) at 712:6–24,
    722:8–17, 723:23–724:9, 771:24–773:6, BASF v. CSIRO,
    No. 2:17-cv-503 (E.D. Va. Nov. 15, 2019), ECF 804). Nei-
    ther proposition meets the MTEA standard for co-owner-
    ship explained above, and BASF, not citing the testimony,
    makes no argument for how that testimony meets that
    standard.
    Case: 20-1415    Document: 62      Page: 45    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        45
    the denial of an infringement-stopping injunction under
    the circumstances present at the time of district court’s de-
    cision; but in the remand we are ordering, the district court
    should reconsider its denial of an infringement-stopping in-
    junction under the law governing alteration of a denial
    when a case remains alive and circumstances change. We
    do not explore those standards or whether alteration of the
    denial is warranted.
    A
    The district court concluded that CSIRO had presented
    insufficient evidence of willfulness, which is a question of
    fact, Polara Engineering Inc. v. Campbell Co., 
    894 F.3d 1339
    , 1353 (Fed. Cir. 2018), for a reasonable jury to find in
    CSIRO’s favor, and the court accordingly granted BASF’s
    Rule 50(a) motion for judgment of no willfulness. We af-
    firm that ruling, without needing to consider whether the
    district court’s statement that it would not enhance dam-
    ages regardless of any willfulness verdict makes it unnec-
    essary to review the Rule 50(a) willfulness ruling.
    To establish willfulness, a patentee must show that the
    accused infringer had a specific intent to infringe at the
    time of the challenged conduct. Bayer Healthcare LLC v.
    Baxalta Inc., 
    989 F.3d 964
    , 987 (Fed. Cir. 2021) (citing Halo
    Electronics, Inc. v. Pulse Electronics, Inc., 
    136 S. Ct. 1923
    ,
    1933 (2016)). In this court, CSIRO identifies only two facts
    as creating a triable issue of willfulness: that certain BASF
    witnesses were aware and kept track of CSIRO patents and
    that BASF did not assert its co-ownership defense until af-
    ter infringement and litigation had begun. Cross-Appel-
    lants’ Opening Br. 65–66 (citing J.A. 9364–69; J.A. 9792);
    Cross-Appellants’ Reply Br. 29. But the second fact cannot
    be significant given that the patents now at issue did not
    even issue to CSIRO until after BASF initiated litigation
    by bringing its declaratory-judgment action in Delaware.
    And the first fact, even if joined to the second, without ad-
    ditional facts could not establish more than “[k]nowledge of
    Case: 20-1415    Document: 62       Page: 46    Filed: 03/15/2022
    46      BASF PLANT SCIENCE, LP    v. COMMONWEALTH SCIENTIFIC
    the asserted patent and evidence of infringement”—which
    “is necessary, but not sufficient, for a finding of willful-
    ness.” Bayer Healthcare, 989 F.3d at 987–88; see also Arc-
    tic Cat Inc. v. Bombardier Recreational Prods. Inc., 
    876 F.3d 1350
    , 1371 (Fed. Cir. 2017) (relying on facts beyond
    knowledge of infringement to support a willfulness find-
    ing). CSIRO has not shown reversible error in the district
    court’s willfulness ruling.
    B
    CSIRO challenges the district court’s decision to pre-
    clude jury determination of a royalty for past infringement.
    “[W]here a district court rules, as a matter of patent law,
    that a party is precluded from introducing evidence,” this
    court applies its own law and reviews de novo. Sulzer Tex-
    til A.G. v. Picanol N.V., 
    358 F.3d 1356
    , 1363 (Fed. Cir.
    2004). But evidentiary rulings such as the one at issue in
    this matter, concerning a lack of foundation, are reviewed
    under regional circuit law, which here is reviewed for abuse
    of discretion. Id.; United States v. Caldwell, 
    7 F.4th 191
    ,
    202, 204 (4th Cir. 2021). With these standards in mind, we
    affirm the district court’s action, taken after it made an ev-
    identiary ruling about the lack of adequate foundation for
    CSIRO’s proffered evidence and CSIRO, rather than seek-
    ing to solidify the foundation, withdrew its request for past-
    infringement damages.
    CSIRO contends that the district court, as a matter of
    patent law, precluded CSIRO from presenting any evidence
    of a reasonable royalty for past damages on the mistaken
    premise that projections of future costs, sales, and profits
    are per se irrelevant to what the patentee could have in-
    sisted on as compensation for licensing its patents before
    sales began. Cross-Appellants’ Opening Br. 58–61 (citing
    Interactive Pictures Corp. v. Infinite Pictures, Inc., 
    274 F.3d 1371
    , 1385 (Fed. Cir. 2001); Snellman v. Ricoh Co., Ltd.,
    
    862 F.2d 283
    , 289 (Fed. Cir. 1988); and Panduit Corp. v.
    Stahlin Bros. Fibre Works, Inc., 
    575 F.2d 1152
    , 1163 (6th
    Case: 20-1415    Document: 62      Page: 47     Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC           47
    Cir. 1978)). Such a ruling might well be error, as CSIRO
    suggests. See Aqua Shield v. Inter Pool Cover Team, 
    774 F.3d 766
    , 771–72 (Fed. Cir. 2014) (stressing centrality of
    expectations of profits in past-damages calculation using
    hypothetical-negotiation framework). But the district
    court here ultimately did not so rule, see J.A. 10568–89, de-
    spite making some statements suggesting the irrelevance
    of future projections to past damages, see, e.g., J.A. 10581,
    as BASF itself urged, see, e.g., J.A. 10568–69; J.A. 10574.
    The district court never had to so rule because it ruled
    only on a threshold evidentiary question of whether CSIRO
    laid the proper foundation for the royalty rate grounded in
    future projections before CSIRO withdrew its past-dam-
    ages claim. The court made the following statement to
    CSIRO concerning the testimony in question:
    How much does their alleged infringement affect
    your research costs? When did the infringement
    start? Nobody said when the infringement started.
    Did it start when they first planted the product
    which produced allegedly infringing oil? I don’t
    know. Did it start when you first notified them
    that you were claiming they were infringing? I
    don’t know. But you have to lay your foundation
    before you hit the jury with any percentage royalty
    that you’re requesting. So I don’t know how you do
    that. I just named some examples of what I think
    is missing, but I don’t know if I’ve thought of all the
    examples of what’s missing or not. It’s just that
    everything is missing at this point. . . . You have to
    decide what evidence you want to present or at-
    tempt to present, but I’ve told you that I don’t see
    how you can support these numbers without some
    foundation, and I’ve given you some ideas of what
    I meant by foundation . . . .
    J.A. 10581–82 (formatting altered); see also J.A. 10570–78;
    cf. Packet Intelligence LLC v. NetScout Sys., Inc., 965 F.3d
    Case: 20-1415    Document: 62      Page: 48   Filed: 03/15/2022
    48      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    1299, 1314–15 (Fed Cir. 2020). The court concluded that
    “there are problems with attempting to base a reasonable
    royalty rate based on projected future sales, and at this
    point, as the evidence stands, I don’t believe the Court can
    do that.” J.A. 10584 (emphasis added). CSIRO, on appeal,
    has not established that the district court abused its dis-
    cretion in its foundation ruling. We therefore reject this
    challenge by CSIRO.
    C
    On the forward-looking remedy question, CSIRO ap-
    peals the district court’s denial of an infringement-stopping
    injunction and its calculation of the ongoing royalty it or-
    dered in lieu of such an injunction. These rulings are re-
    viewed for abuse of discretion. See eBay, 
    547 U.S. at 391
    ;
    XY, LLC v. Trans Ova Genetics, L.C., 
    890 F.3d 1282
    , 1290
    (Fed. Cir. 2018).
    We see no reversible error in the denial of an infringe-
    ment-stopping injunction in the circumstances presented
    to the district court, including the absence of the ’792 pa-
    tent (with its longer term than that of the Group A patents)
    from the remedy, the fact that CSIRO and its partners had
    not yet entered the commercial market and had not estab-
    lished that entry was coming soon, and the potential harm
    done to the public by not allowing both Cargill and CSIRO
    to enter the underserved fish-food market. Remedies Opin-
    ion, 
    2019 WL 8108116
    , at *17–18, *20–21. We have re-
    viewed the district court’s extensive analysis. 
    Id.
     at *16–
    21. To set aside the district court decision, we would have
    to find a legal error or clearly erroneous factual finding or
    clear error of judgment, or a combination of such errors,
    that justified reconsideration of the bottom-line ruling.
    See, e.g., ActiveVideo Networks, Inc. v. Verizon Commc’ns,
    Inc., 
    694 F.3d 1312
    , 1337 (Fed. Cir. 2012); PGBA, LLC v.
    United States, 
    389 F.3d 1219
    , 1223–24, 1228–32 (Fed. Cir.
    2004). The court may have given insufficient weight to the
    distinctive circumstances of CSIRO’s willingness to license,
    Case: 20-1415    Document: 62     Page: 49    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       49
    see Apple Inc. v. Samsung Electronics Co., Ltd., 
    735 F.3d 1352
    , 1370–71 (Fed. Cir. 2013), but we do not see a suffi-
    cient ground for setting aside the denial of the infringe-
    ment-stopping injunction, given the court’s overall analysis
    based on the facts at the time of the ruling.
    As to the ongoing royalty, we see one, and only one, er-
    ror in the district court’s analysis that warrants a remand
    for reconsideration. The evidence included five licenses as
    candidates for use to set a baseline for a reasonable royalty
    hypothetical negotiation: (1) the CSIRO/GRDC-Nuseed
    agreement; (2) the BASF-Cargill agreement; (3) the BASF-
    University of Hamburg agreement; (4) the BASF-
    Amaethon Limited agreement; and (5) the Bioriginal
    agreement (which was a part of the BASF-Cargill agree-
    ment as an attachment). Remedies Opinion, 
    2019 WL 8108116
    , at *14–16. Although the first two licenses cov-
    ered what appears to be the closest technology at issue, see
    LaserDynamics, Inc. v. Quanta Computer, Inc., 
    694 F.3d 51
    , 79–81 (Fed. Cir. 2012); Commonwealth Sci. & Indus.
    Rsch. Organisation v. Cisco Sys., Inc., 
    809 F.3d 1295
    , 1306–
    07 (Fed. Cir. 2015), the district court determined that those
    licenses were not sufficiently comparable to merit use for
    the royalty baseline because they were profit-sharing ar-
    rangements for research and development—not agree-
    ments between competitors. See Remedies Opinion, 
    2019 WL 8108116
    , at *15, *24 (also mentioning that the agree-
    ments were not comparable because they “confer[red] nu-
    merous exclusive rights which would not be the subject of
    the instant hypothetical negotiation”).
    But that reasoning creates a problem of internal incon-
    sistency because the agreements that the court instead
    used for its baseline (i.e., the Hamburg, Amatheon, and Bi-
    original agreements) were also not competitor agreements.
    
    Id.
     at *15–16, *24. The district court did not adequately
    explain why not being a competitor licensing agreement
    was an outright bar for consideration of two licensing
    agreements but only a surmountable obstacle for the other
    Case: 20-1415    Document: 62      Page: 50    Filed: 03/15/2022
    50      BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    three. In other words, if despite their non-competitive na-
    ture, the Hamburg, Amaethon, and Bioriginal agreements
    were relevant to form a baseline because they were “suffi-
    ciently economically and technologically comparable,” it is
    not evident why the same is not true of the CSIRO/GRDC-
    Nuseed and BASF-Cargill agreements. The seeming in-
    consistency at a key starting point of the royalty analysis
    warrants a remand for reconsideration. See Presidio Com-
    ponents, Inc. v. Am. Tech. Ceramics Corp., 
    702 F.3d 1351
    ,
    1362–64 (Fed. Cir. 2012); see also In re Sentinel Mgmt.
    Grp., Inc., 
    728 F.3d 660
    , 670 (7th Cir. 2013); Thompson v.
    Wal-Mart Stores, Inc., 
    472 F.3d 515
    , 516–17 (8th Cir.
    2006); Valjean Mfg. Inc. v. Michael Werdiger, Inc., 164 F.
    App’x 7, 11 (2d Cir. 2005).
    On the remand, the ’792 patent, which has a longer
    term than the Group A patents, will be part of an altered
    record for the prospective remedy (while the broader genus
    claims will not)—both for the ongoing royalty and for the
    infringement-stopping injunction. Besides noting the need
    to include the ’792 patent in the remedy and exclude the
    genus claims, we do not prejudge whether the altered basis
    of liability requires other changes in the remedy. See, e.g.,
    Remedies Opinion, 
    2019 WL 8108116
    , at *17, *19, *21
    (mentioning the life of the patents in irreparable harm, ad-
    equacy of legal remedy, and public interest injunction
    prongs); id. at *25 (applying a downward influence on Geor-
    gia-Pacific factor 7 due to the “relatively short” life of the
    Group A patents); id. at *26 (considering “designing
    around” time in accepting that the royalty should be as-
    sessed on gross sales).
    We also are told that new facts will exist, namely that
    CSIRO and its partners have entered the commercial mar-
    ket, changing a fact on which the district court relied in
    denying an infringement-stopping injunction. On remand,
    the district court should therefore consider whether there
    are such new facts, whether governing law permits them to
    be considered as a basis for now granting an infringement-
    Case: 20-1415    Document: 62       Page: 51   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       51
    stopping injunction, and whether, if so, they warrant
    changes in the remedy. See Edwards Lifesciences AG v.
    CoreValve, Inc., 
    699 F.3d 1305
    , 1315–16 (Fed. Cir. 2012);
    Presidio Components, Inc. v. Am. Technical Ceramics
    Corp., 
    875 F.3d 1369
    , 1383–84 (Fed. Cir. 2017); Cross-Ap-
    pellants’ Opening Br. 11–12 & n.4.
    VI
    For the foregoing reasons, we affirm the district court’s
    determination that venue as to Cargill was proper. We af-
    firm the jury’s verdict of adequate written description as to
    the asserted canola claims of the Group A patents but re-
    verse as to the asserted broader genus claims of those pa-
    tents. We affirm the jury’s verdict of no BASF co-
    ownership of five of the six patents at issue but reverse the
    verdict of BASF co-ownership of the sixth, the ’792 patent.
    We affirm the district court’s refusal to submit willfulness
    and past damages to the jury. We remand for further pro-
    ceedings on remedy, consistent with this opinion.
    The parties shall bear their own costs.
    AFFIRMED IN PART, REVERSED IN PART,
    VACATED IN PART, AND REMANDED
    Case: 20-1415       Document: 62           Page: 52        Filed: 03/15/2022
    United States Court of Appeals
    for the Federal Circuit
    ______________________
    BASF PLANT SCIENCE, LP,
    Plaintiff-Appellant
    v.
    COMMONWEALTH SCIENTIFIC AND INDUSTRIAL
    RESEARCH ORGANISATION,
    Defendant-Cross-Appellant
    -----------------------------------------------
    COMMONWEALTH SCIENTIFIC AND INDUSTRIAL
    RESEARCH ORGANISATION, GRAINS RESEARCH
    AND DEVELOPMENT CORPORATION, NUSEED
    PTY LTD.,
    Plaintiffs-Counterclaimants-Cross-Appellants
    v.
    BASF PLANT SCIENCE, LP, CARGILL, INC.,
    Defendants-Counterdefendants-Appellants
    BASF PLANT SCIENCE GMBH,
    Counter-Counterclaimant-Appellant
    ______________________
    2020-1415, 2020-1416, 2020-1919, 2020-1920
    ______________________
    Appeals from the United States District Court for the
    Eastern District of Virginia in No. 2:17-cv-00503-HCM-
    LRL, Senior Judge Henry C. Morgan Jr.
    Case: 20-1415    Document: 62      Page: 53   Filed: 03/15/2022
    2       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    NEWMAN, Circuit Judge, dissenting in part.
    I respectfully dissent. The district court conducted a
    thorough trial, with some questions decided by the court
    and some by the jury, as appropriate to their nature of fact
    or law. I focus here on my colleagues’ reversal of the jury’s
    verdict that BASF and CSIRO are joint owners of one of the
    six patents in this suit.
    Commonwealth Scientific and Industrial Research Or-
    ganisation (“CSIRO”) and BASF each had been studying
    the field of plant genetic technologies, and in 2008 they en-
    tered into a research collaboration to share information
    and materials concerning the production in plants of cer-
    tain omega-3 polyunsaturated fatty acids, products com-
    monly known as “fish oil.” Trial Tr. vol. 4, 783:5–7, BASF
    v. CSIRO, No. 2:17-cv-503, (E.D. Va. Nov. 15, 2019), ECF
    No. 804. The premises for this collaboration are contained
    in a Materials Transfer and Evaluation Agreement (“the
    Agreement” or “MTEA”), whose statement of purpose intro-
    duces the Agreement as follows:
    CSIRO and BPS [BASF Plant Science] wish to col-
    laborate to jointly evaluate each party’s genes, pro-
    moters and constructs to see if there are options for
    further enhancing the levels of LC-PUFAs (Long
    chain polyunsaturated fatty acids) EPA and DHA
    in canola.
    MTEA at 1, Recital B.
    After extensive trial proceedings, the jury found that
    CSIRO is the sole owner of five of the six patents at issue
    in this case, and CSIRO and BASF are co-owners of 
    U.S. Patent No. 9,994,792
     (“the ’792 patent”). The district court
    sustained the verdicts. The panel majority now affirms the
    verdicts as to the five patents found to be solely owned by
    CSIRO, but reverses the verdict as to the ’792 patent. The
    majority errs, for there was substantial evidence
    Case: 20-1415    Document: 62     Page: 54   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       3
    supporting the verdict with respect to the ’792 patent, as I
    shall discuss.
    The Agreement provides for co-ownership of intellec-
    tual property “subsisting in Joint New Materials
    and Joint Results”
    The Agreement states its purpose to “jointly evaluate
    each party’s genes, promoters and constructs.” MTEA at 1,
    Recital B. The Agreement specifies the genetic materials
    and methods contemplated for study. For example:
    1. Combination BPS-CSIRO: Exploiting the CoA-
    pathway by coupling the d12-desaturase (CoA sub-
    strate) with the d6-desaturase from Ostreococcus
    tauri and a d5-desaturase (CoA-substrate).
    MTEA at 18.
    The Agreement defines “Materials” as “any genes, pro-
    moters and constructs of a Party identified in Schedule A
    and includes copies, replicates, progeny or unmodified de-
    rivatives of the original Material.” MTEA at 2.
    “New Materials means constructs developed under the
    Evaluation Incorporating Materials.” 
    Id.
     “Joint New Ma-
    terials” are defined as “constructs [that] contain both
    CSIRO and BPS genes.” 
    Id.
    “Results” are defined as “all results, data or infor-
    mation derived from the Evaluation.” 
    Id.
     “Joint Results”
    are “Results with respect to Joint Transformed Lines and
    Joint New Materials.” 
    Id.
    “Evaluation means the programme of work to be car-
    ried out under this Agreement and described in Schedule
    B with the purpose of enhancing the levels of LCPUFAs
    EPA and DHA in canola.” 
    Id.
    The Agreement provides for joint ownership of the
    products of the collaboration, including intellectual
    Case: 20-1415    Document: 62      Page: 55    Filed: 03/15/2022
    4       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    property subsisting in joint new materials, transformed
    lines, and results:
    6.2. Ownership
    New Materials, Transformed Lines and Results
    and any Intellectual Property subsisting in them
    will be owned, immediately upon creation, in the
    following way: . . .
    (a) (iii) Joint New Materials will be owned jointly
    by CSIRO and BPS . . . .
    (b) (iii) Joint Transformed Lines will be owned
    jointly by CSIRO and BPS . . . .
    (c) (iii) Joint Results will be owned jointly by
    CSIRO and BPS
    MTEA at 5–6.
    The Agreement provides that the joint ownership pro-
    visions remain in effect after expiration of the collabora-
    tion:
    11.4 Survival
    (a) Clauses 1, 6, 8, 9, 10, 11.3 and 12 survive ter-
    mination or expiry of this Agreement.
    MTEA at 9. Joint ownership is conferred by clause 6.2 of
    the Agreement, see supra.
    The jury verdicts concerning ownership
    The jury received evidence of the subject matter of each
    of the six patents, and the district court instructed the jury
    on the application of the Agreement to each patent. The
    following jury instruction was agreed:
    If you find from a preponderance of the evidence
    that any such genetic material, genetic lines or re-
    search results were incorporated into any of the as-
    serted patents then BASF is a co-owner of such
    Case: 20-1415    Document: 62     Page: 56    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        5
    patent and you must find that the Opponents do
    not infringe upon any such patent.
    Trial Tr. vol. 11, 2042:18–22, BASF v. CSIRO, No. 2:17-cv-
    503, (E.D. Va. Nov. 15, 2019), ECF No. 811.
    This jury instruction conforms to the Agreement’s pro-
    visions of co-ownership of joint results and joint new mate-
    rials. The jury received evidence that CSIRO incorporated
    BASF genetic materials and research results from the col-
    laboration, and that the patented materials “contain both
    CSIRO and BPS genes.” MTEA at 2, ante.
    The jury was instructed as to the differences among the
    patents, and the usages of BASF genetic material. I focus
    on the ’792 patent, for the panel majority reverses the
    jury’s verdict that the ’792 patent is jointly owned. My col-
    leagues’ finding is contrary to the record and contrary to
    the Agreement.
    The ’792 patent includes BASF gene-encoded en-
    zymes, as shown by undisputed evidence
    Patent claims 1 and 2 follow with added boldface to the
    genetic materials provided by BASF to CSIRO under the
    collaboration Agreement:
    1. A Brassica napus cell comprising exogenous
    polynucleotides encoding
    a Δ6 desaturase whose amino acid sequence is set
    forth as SEQ ID NO: 30,
    a Δ6 elongase,
    a Δ5 desaturase whose amino acid sequence is
    identical to the amino acid sequence encoded by the
    nucleotide sequence set forth as SEQ ID NO: 131,
    a Δ5 elongase whose amino acid sequence is at least
    99% identical to the amino acid sequence set forth
    as SEQ ID NO: 130, and
    Case: 20-1415     Document: 62       Page: 57   Filed: 03/15/2022
    6       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    a Δ4 desaturase whose amino acid sequence is iden-
    tical to the amino acid sequence encoded by the nu-
    cleotide sequence set forth as SEQ ID NO: 132,
    wherein each exogenous polynucleotide is operably
    linked to a promoter that directs expression of said
    polynucleotide in the cell.
    2. The Brassica napus cell of claim 1, wherein the
    Δ6 elongase has the amino acid sequence which is
    identical to the amino acid sequence encoded by the
    nucleotide sequence set forth as SEQ ID NO: 133.
    ’792 patent, col. 241, ll. 36–58.
    The genetic sequences provided by BASF and included
    in the ’792 specification are the amino acid sequence SEQ
    ID NO: 30, the nucleotide sequence SEQ ID NO: 131, and
    the nucleotide sequence SEQ ID NO: 133. These DNA se-
    quences correspond to BASF genes listed in Schedule A and
    recited in the claims. CSIRO does not dispute these facts.
    The ’792 patent claims a Brassica cell containing a Δ6
    desaturase with the sequence set forth as SEQ ID NO: 30,
    which the specification identifies as the BASF gene Ostre-
    ococcus tauri Δ6 desaturase. ’792 patent, col. 28, l. 16. The
    Δ6 desaturase from Ostreococcus tauri is identified in
    Schedule B as an object of study; see MTEA at 18 (“Exploit-
    ing the CoA-pathway by coupling the d12-desaturase (CoA
    substrate) with the d6-desaturase from Ostreococcus tauri
    and a d5-desaturase (CoA-substrate)”); MTEA at 19 (“Ex-
    ploiting the transfer from omega6- to omega3-pathways by
    increasing the amounts of omega3-precursors using
    omega3-specific Δ6-desatureses and fungal Δ15-desatu-
    rases.”); MTEA at 20 (“Exploiting DHA synthesis. The
    pathway steps from EPA to DHA will be analysed using
    four different constructs with different Δ5-elongases and
    Δ4-desaturases.”).
    The jury received evidence that Ostreococcus tauri Δ6
    desaturase was studied in five of the thirteen constructs in
    Case: 20-1415    Document: 62     Page: 58    Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC        7
    Schedule B. Dr. Singh, scientist at CSIRO listed as an in-
    ventor for the ’792 patent, testified concerning the prepa-
    ration of constructs containing, Ostreococcus tauri Δ6
    desaturase. See Trial Tr. vol. 4, 771:24–773:6, BASF v.
    CSIRO, No. 2:17-cv-503, (E.D. Va. Nov. 15, 2019), ECF No.
    804. (“I say positive control will be the tauri, which is Os-
    treococcus tauri delta-6 desaturase, which is codon opti-
    mized and non-codon optimized.”).
    Another CSIRO witness explained to the jury that both
    the Ostreococcus tauri Δ6 desaturase and the Thruasto-
    chytrium sp. Δ5 desaturase are BASF materials that were
    provided under the Agreement. Trial Tr. vol. 8, 1508:13–
    1509:2, BASF v. CSIRO, No. 2:17-cv-503, (E.D. Va. Nov.
    15, 2019), ECF No. 808. (Dr. Petrie of CSIRO); see also
    MTEA at 14, Schedule A (listing “D5Des(Tc)” and
    “D6Des(Ot)” as BASF materials).
    The Agreement’s criteria for joint ownership of the ’792
    patent are met by evidence that was not disputed, that
    genes that were provided by BASF for the collaboration
    were explicitly described in the ’792 patent claims. 1 There
    1  The panel majority criticizes this dissent for refer-
    ring to CSIRO’s trial testimony that the Δ6 desaturase of
    Ostreococcus tauri and the Δ5 desaturase of Thrauso-
    chytrium sp. “were BASF materials provided under the
    agreement.” Maj. Op. at 43–44 n.15. This testimony was
    not disputed before the jury, and these facts are not chal-
    lenged on this appeal. The majority’s reversal of the jury
    verdict on the ’792 patent is contrary to undisputed facts
    and contrary to the agreed jury instruction applying the
    MTEA. The majority’s ruling does not meet the require-
    ments for appellate reversal of jury verdicts. Lust v. Clark
    Equip. Co., 
    792 F.2d 436
    , 437–38 (4th Cir. 1986) (“‘[O]ur
    power of review continues to be limited by the Seventh
    Amendment, which provides that ‘no fact tried by a jury,
    shall be otherwise reexamined in any Court of the United
    Case: 20-1415    Document: 62      Page: 59     Filed: 03/15/2022
    8       BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC
    was no evidence, no argument, that the BASF materials
    recited in the ’792 claims are other than BASF materials
    provided under the Agreement. See, e.g., Trial Tr. vol. 4,
    712:6–24; 722:8–17; 723:23–724:9, BASF v. CSIRO,
    No. 2:17-cv-503, (E.D. Va. Nov. 15, 2019), ECF No. 804.
    (discussing the Thrauschytrium sp. Δ5 desaturase). There
    was substantial evidence that the ’792 patent incorporates
    information and results for which the Agreement provides
    joint ownership.
    A reasonable jury could have found that the ’792 sub-
    ject matter was developed using genetic material and in-
    formation provided by BASF for the collaboration. It is not
    disputed that the ’792 patent describes, and the claims re-
    cite, both the Ostreococcus tauri Δ6 desaturase and the
    Thraustochytrium sp. Δ5 desaturase genes that BASF pro-
    vided. The jury could reasonably find joint ownership, ap-
    plying the law set forth in the agreed jury instructions. See
    Hana Fin., Inc. v. Hana Bank, 
    574 U.S. 418
    , 424 (2015)
    (“[T]he jury’s constitutional responsibility is not merely to
    determine the facts, but to apply the law to those facts and
    draw the ultimate conclusion. . .” (quoting United States v.
    Gaudin, 
    515 U.S. 506
    , 514 (1995)); Beriont v. GTE Labs.,
    Inc., 535 F. App’x 919, 926 n.2 (Fed. Cir. 2013) (“[P]atent
    ownership is a mixed question of law and fact”).
    The district court appropriately sustained the verdict
    of co-ownership of the ’792 patent. See Price v. City of
    States, than according to the rules of the common law. . . .
    We may not, therefore, weigh the evidence, pass on the
    credibility of witnesses, or substitute our judgment of the
    facts for that of the jury. . . . Instead, we must view the ev-
    idence in the light most favorable to the party against
    whom the motion is made, giving him the benefit of all rea-
    sonable inferences from the evidence.’” (quoting Tights,
    Inc. v. Acme-McCrary Corp., 
    541 F.2d 1047
    , 1055–56 (4th
    Cir. 1976) (alterations and ellipses original))).
    Case: 20-1415    Document: 62     Page: 60   Filed: 03/15/2022
    BASF PLANT SCIENCE, LP   v. COMMONWEALTH SCIENTIFIC       9
    Charlotte, 
    93 F.3d 1241
    , 1249 (4th Cir. 1996) (the jury ver-
    dict must be sustained if it is supported by substantial ev-
    idence). This court errs in ruling otherwise.
    The verdict as to the five other patents appears to be
    sustainable
    Although the questions are close as to at least two of
    the other five patents, substantial evidence may support
    the jury verdicts that the five patents awarded to CSIRO
    are not jointly owned. “[I]f reasonable minds could differ,
    we must affirm.” Baynard v. Malone, 
    268 F.3d 228
    , 235
    (4th Cir. 2001).
    Conclusion
    My colleagues misapply the Agreement and errone-
    ously overturn the jury’s verdict that the ’792 patent is
    jointly owned by BASF and CSIRO. I respectfully dissent.
    

Document Info

Docket Number: 20-1415

Filed Date: 3/15/2022

Precedential Status: Precedential

Modified Date: 3/15/2022

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