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Sequence modeling and design from molecular to genome scale with Evo.
Nguyen E, Poli M, Durrant MG, Kang B, Katrekar D, Li DB, Bartie LJ, Thomas AW, King SH, Brixi G, Sullivan J, Ng MY, Lewis A, Lou A, Ermon S, Baccus SA, Hernandez-Boussard T, Ré C, Hsu PD, Hie BL. Nguyen E, et al. Among authors: ermon s. Science. 2024 Nov 15;386(6723):eado9336. doi: 10.1126/science.ado9336. Epub 2024 Nov 15. Science. 2024. PMID: 39541441
Scalable deep learning to identify brick kilns and aid regulatory capacity.
Lee J, Brooks NR, Tajwar F, Burke M, Ermon S, Lobell DB, Biswas D, Luby SP. Lee J, et al. Among authors: ermon s. Proc Natl Acad Sci U S A. 2021 Apr 27;118(17):e2018863118. doi: 10.1073/pnas.2018863118. Proc Natl Acad Sci U S A. 2021. PMID: 33888583 Free PMC article.
Bayesian Optimization of a Free-Electron Laser.
Duris J, Kennedy D, Hanuka A, Shtalenkova J, Edelen A, Baxevanis P, Egger A, Cope T, McIntire M, Ermon S, Ratner D. Duris J, et al. Among authors: ermon s. Phys Rev Lett. 2020 Mar 27;124(12):124801. doi: 10.1103/PhysRevLett.124.124801. Phys Rev Lett. 2020. PMID: 32281869
Closed-loop optimization of fast-charging protocols for batteries with machine learning.
Attia PM, Grover A, Jin N, Severson KA, Markov TM, Liao YH, Chen MH, Cheong B, Perkins N, Yang Z, Herring PK, Aykol M, Harris SJ, Braatz RD, Ermon S, Chueh WC. Attia PM, et al. Among authors: ermon s. Nature. 2020 Feb;578(7795):397-402. doi: 10.1038/s41586-020-1994-5. Epub 2020 Feb 19. Nature. 2020. PMID: 32076218 Free article.
15 results