Assistant Professor, University of Southern California
1 paper at NeurIPS 2025
We show that the performance gap between BSDE and PINNs methods stems from discretization bias in Euler-Maruyama, and propose a Stratonovich-Heun BSDE method that eliminates the bias and restores BSDE performance.