Differentiable CFD Solver
Fully auto-differentiable CFD solver on JAX (CPU/GPU/TPU) for end-to-end differentiable fluid simulation, coupling seamlessly with neural networks.
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Textbook / Systematic Course
A free online textbook from TU Munich covering physics + deep learning: differentiable physics, PINNs, neural operators and turbulence modeling, with runnable code.
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Differentiable Fluid Solver
Google Research's differentiable JAX-based fluid solver enabling end-to-end gradients for embedding neural networks into CFD time stepping.
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