Operator Learning Using Weak Supervision from Walk-on-Spheres

Hrishikesh Viswanath, Hong Chul Nam, Xi Deng +3

Training neural PDE solvers is often bottlenecked by expensive data generation or unstable physics-informed neural network (PINN) involving challenging optimization landscapes due…