arpastrana / jax_fdmLinks
Auto-differentiable and hardware-accelerated force density method
☆93Updated 2 weeks ago
Alternatives and similar repositories for jax_fdm
Users that are interested in jax_fdm are comparing it to the libraries listed below
Sorting:
- A differentiable finite element analysis solver for structural optimization based on JAX☆36Updated last month
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆105Updated 2 years ago
- JAX-DIPS is a differentiable interfacial PDE solver.☆46Updated last year
- ☆35Updated 2 years ago
- Real-time design of architectural structures with differentiable mechanics and neural networks [ICLR 2025]☆22Updated 5 months ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated last month
- PyTorch-FEniCS interface☆103Updated 4 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆169Updated 3 years ago
- A shape optimisation toolbox built on the Firedrake finite element library.☆29Updated 3 weeks ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆131Updated last year
- A compact, high-performance finite element analysis engine built on JAX.☆62Updated 3 weeks ago
- Neural reparameterization improves structural optimization☆125Updated last week
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆66Updated 11 months ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Official repository of the PICT Solver☆42Updated last month
- The algorithmic differentation tool pyadjoint and add-ons.☆114Updated 3 weeks ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆67Updated last week
- ☆40Updated last week
- Universal, autodiff-native software components for Simulation Intelligence. 📦☆80Updated this week
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- A Python Library for Topology Optimization☆113Updated 3 years ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆423Updated 2 weeks ago
- An extensible benchmark suite to evaluate data-driven physical simulation☆31Updated 4 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated 2 years ago
- Compute interesting points, areas, and volumes in simplex meshes of any dimension.☆108Updated 4 months ago
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆20Updated 4 years ago
- Orthogonal polynomials in all shapes and sizes.☆187Updated last year
- Discrete differential geometry in Python. Derived from CMU and Caltech Codebases and Published papers☆28Updated 2 years ago
- ☆13Updated 4 years ago