Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck

13 September 2023

Papers citing "Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck"

3 / 3 papers shown

Title
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning Ruikun Li Huandong Wang Qingmin Liao Yong Li 41 0 0 24 Feb 2025
Learning invariant representations of time-homogeneous stochastic dynamical systems Vladimir Kostic P. Novelli Riccardo Grazzi Karim Lounici Massimiliano Pontil 22 7 0 19 Jul 2023
Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics C. Wehmeyer Frank Noé AI4CE BDL 109 355 0 30 Oct 2017