tumaer / jax-sphLinks
JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework
☆75Updated last month
Alternatives and similar repositories for jax-sph
Users that are interested in jax-sph are comparing it to the libraries listed below
Sorting:
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆66Updated 11 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- JAX-DIPS is a differentiable interfacial PDE solver.☆46Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆90Updated last month
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆167Updated 3 years ago
- Neural SPH☆37Updated 2 weeks ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆47Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- ☆40Updated last week
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆70Updated last year
- Spectral Neural Operator☆78Updated last year
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆93Updated last month
- ☆17Updated 11 months ago
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆59Updated last year
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆105Updated 2 years ago
- PyTorch-FEniCS interface☆103Updated 4 years ago
- ☆29Updated last year
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated last month
- PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.☆56Updated last year
- A JAX-based adaptive mesh refinement framework☆27Updated 3 months ago
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆87Updated 4 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆34Updated last year
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆67Updated last month
- ☆15Updated 2 years ago
- ☆39Updated 2 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆162Updated 8 months ago
- ☆24Updated 2 years ago
- Code for the paper Universal Physics Transformers☆146Updated 5 months ago