Manifold Learning for Accelerating Coarse-Grained Optimization

Dmitry Pozharskiy, Noah J. Wichrowski, Andrew B. Duncan +2

Algorithms proposed for solving high-dimensional optimization problems with no derivative information frequently encounter the "curse of dimensionality," becoming ineffective as th…