Interpolating between BSDEs and PINNs: deep learning for elliptic and parabolic boundary value problems

Nikolas Nüsken, Lorenz Richter

Solving high-dimensional partial differential equations is a recurrent challenge in economics, science and engineering. In recent years, a great number of computational approaches…