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Machine learning-driven multiscale modeling reveals lipid-dependent dynamics of RAS signaling proteins.
Ingólfsson HI, Neale C, Carpenter TS, Shrestha R, López CA, Tran TH, Oppelstrup T, Bhatia H, Stanton LG, Zhang X, Sundram S, Di Natale F, Agarwal A, Dharuman G, Kokkila Schumacher SIL, Turbyville T, Gulten G, Van QN, Goswami D, Jean-Francois F, Agamasu C, Chen D, Hettige JJ, Travers T, Sarkar S, Surh MP, Yang Y, Moody A, Liu S, Van Essen BC, Voter AF, Ramanathan A, Hengartner NW, Simanshu DK, Stephen AG, Bremer PT, Gnanakaran S, Glosli JN, Lightstone FC, McCormick F, Nissley DV, Streitz FH. Ingólfsson HI, et al. Among authors: dharuman g. Proc Natl Acad Sci U S A. 2022 Jan 4;119(1):e2113297119. doi: 10.1073/pnas.2113297119. Proc Natl Acad Sci U S A. 2022. PMID: 34983849 Free PMC article.
Machine Learning-Driven Multiscale Modeling: Bridging the Scales with a Next-Generation Simulation Infrastructure.
Ingólfsson HI, Bhatia H, Aydin F, Oppelstrup T, López CA, Stanton LG, Carpenter TS, Wong S, Di Natale F, Zhang X, Moon JY, Stanley CB, Chavez JR, Nguyen K, Dharuman G, Burns V, Shrestha R, Goswami D, Gulten G, Van QN, Ramanathan A, Van Essen B, Hengartner NW, Stephen AG, Turbyville T, Bremer PT, Gnanakaran S, Glosli JN, Lightstone FC, Nissley DV, Streitz FH. Ingólfsson HI, et al. Among authors: dharuman g. J Chem Theory Comput. 2023 May 9;19(9):2658-2675. doi: 10.1021/acs.jctc.2c01018. Epub 2023 Apr 19. J Chem Theory Comput. 2023. PMID: 37075065 Free PMC article.