Randomized Forward Mode Gradient for Spiking Neural Networks in Scientific Machine Learning. - Ruyin Wan; Qian Zhang; George Em Karniadakis (CoRR, 2024)

DeepVIVONet: Using deep neural operators to optimize sensor locations with application to vortex-induced vibrations. - Ruyin Wan; Ehsan Kharazmi; Michael S. Triantafyllou; George Em Karniadakis (CoRR, 2025)