Incompressible Navier-Stokes solver
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Nov 11, 2024 - Julia
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differentiable-physics
Here are 13 public repositories matching this topic...
[IROS 2024] [ICML 2024 Workshop Differentiable Almost Everything] Physics-informed model to predict robot-terrain interactions from RGB images.
deep-learning
mobile-robots
differentiable-physics
traversability-mapping
robot-terrain-interaction
traversability-estimation
nvidia-warp
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Nov 15, 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
[NeurIPS 2024] NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
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Updated
Nov 15, 2024 - Python
Differentiable Flexible Mechanical Metamaterials
automatic-differentiation
nonlinear-dynamics
nonlinear-optimization
metamaterial-design
nonlinear-waves
inverse-design
differentiable-physics
mechanical-metamaterials
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Updated
Oct 31, 2024 - Jupyter Notebook
Universal Partial Differential Equations Simulator
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Updated
Aug 1, 2024 - Python
Simple differentiable approximate ocean models built with JAX.
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Oct 13, 2023 - Jupyter Notebook
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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Updated
Nov 5, 2024 - Jupyter Notebook
Training methodologies for autoregressive neural operators in JAX.
deep-learning
optimization
timeseries-forecasting
autoregressive-models
optax
differentiable-physics
unrolled-training
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Updated
Nov 5, 2024 - Python
A high performance data-driven and differentiable SPH fluid solver
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Updated
Jun 10, 2023 - Python
Official code implementation of the paper on adaptive node position in biological transport networks
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Nov 1, 2024 - Python
Controlling fluids in a reduced-dimensional simulation.
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Nov 21, 2022 - 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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Nov 14, 2024 - Python
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