Physics guided machine learning using simplified theories

1 code implementation • 18 Dec 2020 • Suraj Pawar, Omer San, Burak Aksoylu, Adil Rasheed, Trond Kvamsdal

Recent applications of machine learning, in particular deep learning, motivate the need to address the generalizability of the statistical inference approaches in physical sciences.

BIG-bench Machine Learning