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Is Novelty Predictable?
Fannjiang C, Listgarten J. Fannjiang C, et al. Among authors: listgarten j. Cold Spring Harb Perspect Biol. 2024 Feb 1;16(2):a041469. doi: 10.1101/cshperspect.a041469. Cold Spring Harb Perspect Biol. 2024. PMID: 38052497 Review.
Conformal prediction under feedback covariate shift for biomolecular design.
Fannjiang C, Bates S, Angelopoulos AN, Listgarten J, Jordan MI. Fannjiang C, et al. Among authors: listgarten j. Proc Natl Acad Sci U S A. 2022 Oct 25;119(43):e2204569119. doi: 10.1073/pnas.2204569119. Epub 2022 Oct 18. Proc Natl Acad Sci U S A. 2022. PMID: 36256807 Free PMC article.
Optimal trade-off control in machine learning-based library design, with application to adeno-associated virus (AAV) for gene therapy.
Zhu D, Brookes DH, Busia A, Carneiro A, Fannjiang C, Popova G, Shin D, Donohue KC, Lin LF, Miller ZM, Williams ER, Chang EF, Nowakowski TJ, Listgarten J, Schaffer DV. Zhu D, et al. Among authors: listgarten j. Sci Adv. 2024 Jan 26;10(4):eadj3786. doi: 10.1126/sciadv.adj3786. Epub 2024 Jan 24. Sci Adv. 2024. PMID: 38266077 Free PMC article.
Generative models for protein structures and sequences.
Hsu C, Fannjiang C, Listgarten J. Hsu C, et al. Among authors: listgarten j. Nat Biotechnol. 2024 Feb;42(2):196-199. doi: 10.1038/s41587-023-02115-w. Nat Biotechnol. 2024. PMID: 38361069 Review. No abstract available.
On the sparsity of fitness functions and implications for learning.
Brookes DH, Aghazadeh A, Listgarten J. Brookes DH, et al. Among authors: listgarten j. Proc Natl Acad Sci U S A. 2022 Jan 4;119(1):e2109649118. doi: 10.1073/pnas.2109649118. Proc Natl Acad Sci U S A. 2022. PMID: 34937698 Free PMC article.
Rethinking drug design in the artificial intelligence era.
Schneider P, Walters WP, Plowright AT, Sieroka N, Listgarten J, Goodnow RA Jr, Fisher J, Jansen JM, Duca JS, Rush TS, Zentgraf M, Hill JE, Krutoholow E, Kohler M, Blaney J, Funatsu K, Luebkemann C, Schneider G. Schneider P, et al. Among authors: listgarten j. Nat Rev Drug Discov. 2020 May;19(5):353-364. doi: 10.1038/s41573-019-0050-3. Epub 2019 Dec 4. Nat Rev Drug Discov. 2020. PMID: 31801986 Review.
56 results