VAMPnets: Deep learning of molecular kinetics

VAMPnets: Deep learning of molecular kinetics

16 October 2017

Frank Noé

Papers citing "VAMPnets: Deep learning of molecular kinetics"

4 / 54 papers shown

Title
Deep learning for universal linear embeddings of nonlinear dynamics Bethany Lusch J. Nathan Kutz Steven L. Brunton 27 1,225 0 27 Dec 2017
Variational Encoding of Complex Dynamics Carlos X. Hernández H. Wayment-Steele Mohammad M. Sultan B. Husic Vijay S. Pande AI4CE 27 138 0 23 Nov 2017
Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations Hao Wu Feliks Nuske Fabian Paul Stefan Klus P. Koltai Frank Noé 107 126 0 20 Oct 2016
Estimation and uncertainty of reversible Markov models Benjamin Trendelkamp-Schroer Hao Wu Fabian Paul Frank Noé 76 129 0 19 Jul 2015