Incompressible Navier-Stokes solver
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May 25, 2025 - Julia
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differentiable-physics
Here are 13 public repositories matching this topic...
[IROS 2024] [ICML 2024 Workshop Differentiable Almost Everything] MonoForce: Learnable Image-conditioned Physics Engine
deep-learning mobile-robots physics-informed-learning differentiable-physics traversability-mapping robot-terrain-interaction traversability-estimation
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May 15, 2025 - Jupyter Notebook
[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)
benchmark deep-learning pde surrogate-models autoregressive-neural-networks differentiable-physics neural-emulation unrolled-training
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May 22, 2025 - Python
[NeurIPS 2024] NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
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May 29, 2025 - Python
Efficient Differentiable n-d PDE solvers in JAX.
deep-learning simulation fft pde equinox spectral-methods pde-solver jax differentiable-physics etdrk
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Nov 5, 2024 - Jupyter Notebook
This repo contains the differentiable physics simulation module in "PPR: Physically Plausible Reconstruction from Monocular Videos". ICCV 23.
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Jul 17, 2024 - Python
Universal Partial Differential Equations Simulator
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Feb 4, 2025 - Python
Differentiable Flexible Mechanical Metamaterials
automatic-differentiation nonlinear-dynamics nonlinear-optimization metamaterial-design nonlinear-waves inverse-design differentiable-simulations differentiable-physics mechanical-metamaterials architected-materials
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Dec 5, 2024 - Jupyter Notebook
Simple differentiable approximate ocean models built with JAX.
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Oct 13, 2023 - Jupyter Notebook
Training methodologies for autoregressive neural operators/emulators in JAX.
deep-learning optimization timeseries-forecasting autoregressive-models optax differentiable-physics unrolled-training
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Nov 5, 2024 - Python
Controlling fluids in a reduced-dimensional simulation.
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May 22, 2025 - Jupyter Notebook
Official code implementation of the paper on adaptive node position in biological transport networks
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Nov 1, 2024 - Python
A high performance data-driven and differentiable SPH fluid solver
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Jun 10, 2023 - Python
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