Optimal Dirichlet Boundary Control by Fourier Neural Operators Applied to Nonlinear Optics

Nils Margenberg, Franz X. Kärtner, Markus Bause

We present an approach for solving optimal Dirichlet boundary control problems of nonlinear optics by using deep learning. For computing high resolution approximations of the solut…