Co4ICF: Co-evolving Physics-informed Surrogate and RL-based Pulse Optimizer for Inertial Confinement Fusion
Published in The 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2026), 2026
Co4ICF is a closed-loop AI4Physics system that couples a physics-informed surrogate with an RL-based optimizer for inertial confinement fusion pulse design.
Recommended citation: Jiatong Zhao, Tengyue Zhang, Yuhan Wang, Fuyuan Wu, Junchi Yan. (2026). "Co4ICF: Co-evolving Physics-informed Surrogate and RL-based Pulse Optimizer for Inertial Confinement Fusion." SIGKDD 2026.