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End-to-end differentiable construction of molecular mechanics force fields.
Wang Y, Fass J, Kaminow B, Herr JE, Rufa D, Zhang I, Pulido I, Henry M, Bruce Macdonald HE, Takaba K, Chodera JD. Wang Y, et al. Chem Sci. 2022 Sep 8;13(41):12016-12033. doi: 10.1039/d2sc02739a. eCollection 2022 Oct 26. Chem Sci. 2022. PMID: 36349096 Free PMC article.
Machine-learned molecular mechanics force fields from large-scale quantum chemical data.
Takaba K, Friedman AJ, Cavender CE, Behara PK, Pulido I, Henry MM, MacDermott-Opeskin H, Iacovella CR, Nagle AM, Payne AM, Shirts MR, Mobley DL, Chodera JD, Wang Y. Takaba K, et al. Among authors: wang y. Chem Sci. 2024 Jun 26;15(32):12861-12878. doi: 10.1039/d4sc00690a. eCollection 2024 Aug 14. Chem Sci. 2024. PMID: 39148808 Free PMC article.
OpenMM 8: Molecular Dynamics Simulation with Machine Learning Potentials.
Eastman P, Galvelis R, Peláez RP, Abreu CRA, Farr SE, Gallicchio E, Gorenko A, Henry MM, Hu F, Huang J, Krämer A, Michel J, Mitchell JA, Pande VS, Rodrigues JP, Rodriguez-Guerra J, Simmonett AC, Singh S, Swails J, Turner P, Wang Y, Zhang I, Chodera JD, De Fabritiis G, Markland TE. Eastman P, et al. Among authors: wang y. J Phys Chem B. 2024 Jan 11;128(1):109-116. doi: 10.1021/acs.jpcb.3c06662. Epub 2023 Dec 28. J Phys Chem B. 2024. PMID: 38154096 Free PMC article.
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