arpastrana / jax_fdmLinks
Auto-differentiable and hardware-accelerated force density method
☆93Updated last month
Alternatives and similar repositories for jax_fdm
Users that are interested in jax_fdm are comparing it to the libraries listed below
Sorting:
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆101Updated last year
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated 8 months ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- A differentiable finite element analysis solver for structural optimization based on JAX☆32Updated 2 months ago
- Real-time design of architectural structures with differentiable mechanics and neural networks [ICLR 2025]☆21Updated 3 months ago
- JAX-DIPS is a differentiable interfacial PDE solver.☆46Updated last year
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆129Updated last year
- ☆34Updated 2 years ago
- PyTorch-FEniCS interface☆102Updated 4 years ago
- Neural reparameterization improves structural optimization☆125Updated 4 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆163Updated 2 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆64Updated 2 weeks ago
- Official repository of the PICT Solver☆34Updated 3 months ago
- A shape optimisation toolbox built on the Firedrake finite element library.☆28Updated last month
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆389Updated last month
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆65Updated 8 months ago
- ☆37Updated 3 weeks ago
- A compact, high-performance finite element analysis engine built on JAX.☆53Updated 2 weeks ago
- An extensible benchmark suite to evaluate data-driven physical simulation☆29Updated 3 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆104Updated last week
- PyDEC: A Python Library for Discretizations of Exterior Calculus for simplicial complexes of any dimension embedded or not and for cubica…☆96Updated 2 months ago
- Efficient Differentiable n-d PDE solvers in JAX.☆47Updated 10 months ago
- Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.☆26Updated last year
- A Python Library for Topology Optimization☆110Updated 3 years ago
- ☆32Updated 2 years ago
- Orthogonal polynomials in all shapes and sizes.☆187Updated last year
- DL4TO is a Python library for 3D topology optimization that is based on PyTorch and allows easy integration with neural networks.☆94Updated 10 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆46Updated last year
- Wraps PyTorch code in a JIT-compatible way for JAX. Supports automatically defining gradients for reverse-mode AutoDiff.☆56Updated last month