Multitask machine learning of collective variables for enhanced sampling of rare events

7 December 2020

Papers citing "Multitask machine learning of collective variables for enhanced sampling of rare events"

5 / 5 papers shown

Title
Computing Committor Functions for the Study of Rare Events Using Deep Learning Qianxiao Li Bo Lin W. Ren 51 68 0 14 Jun 2019
Capabilities and Limitations of Time-lagged Autoencoders for Slow Mode Discovery in Dynamical Systems Wei Chen Hythem Sidky Andrew L. Ferguson 53 36 0 02 Jun 2019
Coarse-Graining Auto-Encoders for Molecular Dynamics Wujie Wang Rafael Gómez-Bombarelli AI4CE 47 167 0 06 Dec 2018
Automated design of collective variables using supervised machine learning Mohammad M. Sultan Vijay S. Pande 55 121 0 28 Feb 2018
Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics C. Wehmeyer Frank Noé AI4CE BDL 148 360 0 30 Oct 2017