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King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
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PINNs can now efficiently solve highly oscillatory wave equations in heterogeneous media, thanks to a Green's function-based integral formulation that cuts computation by 10x and avoids absorbing boundary layers.