Ceyron / pdequinoxLinks
Neural Emulator Architectures in JAX.
☆22Updated last year
Alternatives and similar repositories for pdequinox
Users that are interested in pdequinox are comparing it to the libraries listed below
Sorting:
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated 2 months ago
- Finite difference tools in JAX☆23Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆92Updated last month
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Universal, autodiff-native software components for Simulation Intelligence. 📦☆84Updated this week
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆131Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Updated last year
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆94Updated last month
- Spectral Neural Operator☆78Updated 2 years ago
- ☆29Updated last year
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated last month
- Matrix-free linear algebra in JAX.☆153Updated 3 weeks ago
- Bootcamp notebooks☆61Updated 4 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆47Updated last year
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆50Updated 5 months ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- Interpolation and function approximation with JAX☆235Updated last week
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆67Updated 3 weeks ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆25Updated last year
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆49Updated 2 months ago
- Simulation-based inference in JAX☆42Updated last month
- Orthogonal polynomials with JAX☆26Updated last week
- Bilinear interpolation on grids with jax☆16Updated 3 years ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆31Updated last year
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆39Updated 8 months ago
- Numerical quadrature with JAX☆73Updated last week
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆106Updated 2 years ago
- JAX bindings for the NVIDIA cuDecomp library☆50Updated 2 months ago