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Coarse graining molecular dynamics with graph neural networks.
Husic BE, Charron NE, Lemm D, Wang J, Pérez A, Majewski M, Krämer A, Chen Y, Olsson S, de Fabritiis G, Noé F, Clementi C. Husic BE, et al. Among authors: kramer a. J Chem Phys. 2020 Nov 21;153(19):194101. doi: 10.1063/5.0026133. J Chem Phys. 2020. PMID: 33218238 Free PMC article.
TorchMD: A Deep Learning Framework for Molecular Simulations.
Doerr S, Majewski M, Pérez A, Krämer A, Clementi C, Noe F, Giorgino T, De Fabritiis G. Doerr S, et al. Among authors: kramer a. J Chem Theory Comput. 2021 Apr 13;17(4):2355-2363. doi: 10.1021/acs.jctc.0c01343. Epub 2021 Mar 17. J Chem Theory Comput. 2021. PMID: 33729795 Free PMC article.
Skipping the Replica Exchange Ladder with Normalizing Flows.
Invernizzi M, Krämer A, Clementi C, Noé F. Invernizzi M, et al. Among authors: kramer a. J Phys Chem Lett. 2022 Dec 22;13(50):11643-11649. doi: 10.1021/acs.jpclett.2c03327. Epub 2022 Dec 9. J Phys Chem Lett. 2022. PMID: 36484770
Molecular Dynamics Simulations of Membrane Permeability.
Venable RM, Krämer A, Pastor RW. Venable RM, et al. Among authors: kramer a. Chem Rev. 2019 May 8;119(9):5954-5997. doi: 10.1021/acs.chemrev.8b00486. Epub 2019 Feb 12. Chem Rev. 2019. PMID: 30747524 Free PMC article. Review.
2,985 results