Physics-informed machine learning in asymptotic homogenization of elliptic equations

Celal Soyarslan, Marc Pradas

We apply physics-informed neural networks (PINNs) to first-order two-scale periodic asymptotic homogenization of the property tensor in a generic elliptic equation. The problem of…