Xuming He

A systematic multimodal RL framework that improves the policy exploration and advantage estimation.

LithoSim introduces lithography simulation benchmark with >4 million rigorously curated input-output pairs, integrating optical variations, mask corrections, and process dynamics to establish a unified evaluation flow for ML-based simulation.