Author

Ben Moseley

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#machine learning Preprint Sep 2026

Solving the Elastic Wave Equation with Physics-Informed Neural Networks: A Robust and Critical Assessment

A robust and critical assessment of PINNs for solving the elastic wave equation in seismology is provided and it is demonstrated that this novel architecture enhances accuracy when applied to the acoustic wave equation, underlying the versatility of the network.

D. Staub, Ben Moseley · 1 citation