Backstepping Neural Operators for $2\times 2$ Hyperbolic PDEs

Shanshan Wang, Mamadou Diagne, Miroslav Krstić

Deep neural network approximation of nonlinear operators, commonly referred to as DeepONet, has proven capable of approximating PDE backstepping designs in which a single Goursat-f…