ucl-bug / jaxdf
A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
☆124Updated 5 months ago
Alternatives and similar repositories for jaxdf:
Users that are interested in jaxdf are comparing it to the libraries listed below
- Differentiable interface to FEniCS for JAX☆53Updated 3 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆93Updated last year
- Stencil computations in JAX☆70Updated last year
- Minimal Implementation of Bayesian Optimization in JAX☆88Updated 2 months ago
- Efficient Differentiable n-d PDE solvers in JAX.☆24Updated 4 months ago
- Turning SymPy expressions into JAX functions☆44Updated 3 years ago
- Multiple dispatch over abstract array types in JAX.☆114Updated 2 weeks ago
- Tools for JAX☆45Updated this week
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆44Updated 2 months ago
- Interpolation and function approximation with JAX☆163Updated this week
- Mathematical operations for JAX pytrees☆198Updated 3 months ago
- Bootcamp notebooks☆52Updated 9 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆63Updated 3 months ago
- Matrix-free linear algebra in JAX.☆116Updated 2 months ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆83Updated this week
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆89Updated last week
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆105Updated last month
- A dead simple Python package for creating custom JAX pytree objects☆63Updated 3 months ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆41Updated this week
- ☆147Updated last week
- Datasets and code for results presented in the ProbConserv paper☆53Updated 8 months ago
- Add a tqdm progress bar to your JAX scans and loops.☆103Updated 4 months ago
- GPU/TPU accelerated nonlinear least-squares curve fitting using JAX☆56Updated last year
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆59Updated last month
- Exponential families for JAX☆63Updated this week
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆101Updated last year
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆37Updated 2 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆55Updated 3 months ago
- Spectral Neural Operator☆75Updated last year
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆25Updated 10 months ago