A JAX-based differentiable BEM solver matches traditional BEM accuracy on benchmarks and supports gradient-driven acoustic geometry optimization.
Bradbury et al.,JAX: Composable trans- formations of Python+NumPy programs, ver- sion 0.3.13, 2018
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JAX-BEM: Gradient-Based Acoustic Shape Optimisation via a Differentiable Boundary Element Method
A JAX-based differentiable BEM solver matches traditional BEM accuracy on benchmarks and supports gradient-driven acoustic geometry optimization.