Physical-intuition-driven nonlinear ignition-threshold scaling and shell-aspect-ratio regime separation for 1D ICF via TreeSHAP explainable AI
Laser-driven inertial-confinement-fusion achieves thermonuclear ignition via spherical capsule compression, yet high-fidelity multi-dimensional radiation-hydrodynamic simulations demand prohibitive computational resources. The ignition-threshold-factor (ITF) quantifies ignition margins to constrain target-design parame...
Chen Yang, Xinyan Ma, Zuoren Xiong et al.
· AIP Advances · 0 citations