Variational Koopman models: slow collective variables and molecular
kinetics from short off-equilibrium simulations

Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations

20 October 2016

Frank Noé

Papers citing "Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations"

5 / 5 papers shown

Title
Koopman-Assisted Reinforcement Learning Preston Rozwood Edward Mehrez Ludger Paehler Wen Sun Steven L. Brunton 32 6 0 04 Mar 2024
GraphVAMPNet, using graph neural networks and variational approach to markov processes for dynamical modeling of biomolecules Mahdi Ghorbani Samarjeet Prasad Jeffery B. Klauda B. Brooks GNN 22 30 0 12 Jan 2022
Chasing Collective Variables using Autoencoders and biased trajectories Zineb Belkacemi P. Gkeka T. Lelièvre G. Stoltz AI4CE 6 60 0 22 Apr 2021
Modern Koopman Theory for Dynamical Systems Steven L. Brunton M. Budišić E. Kaiser J. Nathan Kutz AI4CE 27 389 0 24 Feb 2021
Estimation and uncertainty of reversible Markov models Benjamin Trendelkamp-Schroer Hao Wu Fabian Paul Frank Noé 68 129 0 19 Jul 2015