Linking Machine Learning with Multiscale Numerics: Data-Driven Discovery of Homogenized Equations

1 code implementation • 24 Aug 2020 • Hassan Arbabi, Judith E. Bunder, Giovanni Samaey, Anthony J. Roberts, Ioannis G. Kevrekidis

Training deep neural networks to learn such data-driven partial differential operators requires extensive spatiotemporal data.

Numerical Analysis Numerical Analysis Computational Physics 35B27