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

Physics-Informed Neural Networks (PINNs) have recently emerged as a promising approach for solving Partial Differential Equations (PDEs), offering a meshfree alternative that integrates physical principles into the learning process. This presents a new paradigm compared to traditional discretization methods and purely...

D. Staub, Ben Moseley · 1 citation