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Deep learning for the semi-classical limit of the Schr\"odinger equation

physics.comp-ph · 2025-08-21 · conditional · novelty 6.0

Gaussian wave packet reduction plus MscaleDNNs and physics-informed DeepONets solves the semi-classical Schrödinger equation and learns the initial-to-solution map, with MscaleDNNs one to two orders more accurate than PINNs.

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  • Deep learning for the semi-classical limit of the Schr\"odinger equation physics.comp-ph · 2025-08-21 · conditional · none · ref 3

    Gaussian wave packet reduction plus MscaleDNNs and physics-informed DeepONets solves the semi-classical Schrödinger equation and learns the initial-to-solution map, with MscaleDNNs one to two orders more accurate than PINNs.