Sihan Shen

Surrogate prediction of inertial fusion burn dynamics using improved Fourier neural operator

This study focuses on inertial fusion burn via a novel hybrid surrogate model. The proposed hybrid model delivers computational speedup of several orders of magnitude compared with conventional radiation-hydrodynamic simulations, while maintaining high predictive fidelity. Traditional Fourier Neural Operators (FNOs)...