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Generative models for protein structures and sequences.
Hsu C, Fannjiang C, Listgarten J. Hsu C, et al. Among authors: fannjiang c. Nat Biotechnol. 2024 Feb;42(2):196-199. doi: 10.1038/s41587-023-02115-w. Nat Biotechnol. 2024. PMID: 38361069 Review. No abstract available.
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: fannjiang c. 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.
Is Novelty Predictable?
Fannjiang C, Listgarten J. Fannjiang C, et al. 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.
Prediction-powered inference.
Angelopoulos AN, Bates S, Fannjiang C, Jordan MI, Zrnic T. Angelopoulos AN, et al. Among authors: fannjiang c. Science. 2023 Nov 10;382(6671):669-674. doi: 10.1126/science.adi6000. Epub 2023 Nov 9. Science. 2023. PMID: 37943906
Machine Learning for Protein Engineering.
Johnston KE, Fannjiang C, Wittmann BJ, Hie BL, Yang KK, Wu Z. Johnston KE, et al. Among authors: fannjiang c. ArXiv [Preprint]. 2023 May 26:arXiv:2305.16634v1. ArXiv. 2023. PMID: 37292483 Free PMC article. Preprint.
Mobile robotic platforms for the acoustic tracking of deep-sea demersal fishery resources.
Masmitja I, Navarro J, Gomariz S, Aguzzi J, Kieft B, O'Reilly T, Katija K, Bouvet PJ, Fannjiang C, Vigo M, Puig P, Alcocer A, Vallicrosa G, Palomeras N, Carreras M, Del Rio J, Company JB. Masmitja I, et al. Among authors: fannjiang c. Sci Robot. 2020 Nov 25;5(48):eabc3701. doi: 10.1126/scirobotics.abc3701. Sci Robot. 2020. PMID: 33239320