Sparse learning of stochastic dynamical equations
Author:
Affiliation:
1. Department of Chemistry and Center for Theoretical Biological Physics, Rice University, Houston, Texas 77005, USA
Funder
National Science Foundation
Welch Foundation
Publisher
AIP Publishing
Subject
Physical and Theoretical Chemistry,General Physics and Astronomy
Link
http://aip.scitation.org/doi/am-pdf/10.1063/1.5018409
Reference31 articles.
1. Collective variables for the study of long-time kinetics from molecular trajectories: theory and methods
2. Discovering Mountain Passes via Torchlight: Methods for the Definition of Reaction Coordinates and Pathways in Complex Macromolecular Reactions
3. Equation-Free Multiscale Computation: Algorithms and Applications
4. Discovering governing equations from data by sparse identification of nonlinear dynamical systems
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