A Derivative-Free Method for Solving Elliptic Partial Differential Equations with Deep Neural Networks.

Jihun Han Mihai Nica Adam R. Stinchcombe

Published in: CoRR (2020)

Keyphrases

partial differential equations
neural network
cost function
computational complexity
convergence rate
genetic algorithm
similarity measure
objective function
optimization algorithm
anisotropic diffusion
super resolution
optimization method
energy functional
boundary value problem