Predictive Collective Variable Discovery with Deep Bayesian Models

18 September 2018

Papers citing "Predictive Collective Variable Discovery with Deep Bayesian Models"

5 / 5 papers shown

Title
Spline-PINN: Approaching PDEs without Data using Fast, Physics-Informed Hermite-Spline CNNs Nils Wandel Michael Weinmann Michael Neidlin Reinhard Klein AI4CE 58 60 0 15 Sep 2021
Chasing Collective Variables using Autoencoders and biased trajectories Zineb Belkacemi P. Gkeka T. Lelièvre G. Stoltz AI4CE 6 60 0 22 Apr 2021
Teaching the Incompressible Navier-Stokes Equations to Fast Neural Surrogate Models in 3D Nils Wandel Michael Weinmann Reinhard Klein AI4CE 26 50 0 22 Dec 2020
Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems Yibo Yang P. Perdikaris SyDa BDL AI4CE 29 55 0 15 Jan 2019
Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics C. Wehmeyer Frank Noé AI4CE BDL 111 356 0 30 Oct 2017