Manifold learning for accelerating coarse-grained optimization
Work
Year: 2020
Type: article
Abstract: Algorithms proposed for solving high-dimensional optimization problems with no derivative information frequently encounter the 'curse of dimensionality, ' becoming ineffective as the dimension of the ... more
Authors Dmitry Pozharskiy, Noah J. Wichrowski, A. Duncan, Grigorios A. Pavliotis, Ioannis G. Kevrekidis
Cites: 4
Cited by: 6
Related to: 10
FWCI: 0.62
Citation percentile (by year/subfield): 41.29
Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: gold