Solving Functional Optimization with Deep Networks and Variational Principles

Kawisorn Kamtue, Jose M. F. Moura, Orathai Sangpetch

Can neural networks solve math problems using first a principle alone? This paper shows how to leverage the fundamental theorem of the calculus of variations to design deep neural…