A neural network approach to learning solutions of a class of elliptic variational inequalities

Amal Alphonse, Michael Hintermüller, Alexander Kister +2

We develop a weak adversarial approach to solving obstacle problems using neural networks. By employing (generalised) regularised gap functions and their properties we rewrite the…