Learning Equations for Extrapolation and Control

Subham S. Sahoo, Christoph H. Lampert, Georg Martius

Abstract: We present an approach to identify concise equations from data using a shallow neural network approach. In contrast to ordinary black-box regression, this approach allows understanding functional r...