An adaptive Deep Ritz framework for second-order fully nonlinear partial differential equations

Alexandre Caboussat, Martin T. Leclercq, Anna Peruso

As an alternative to PINNs, a Deep Ritz framework is proposed to solve fully nonlinear PDEs. A least-squares algorithm is advocated to decouple the nonlinearities from the variatio…