qiauil / ConvDOLinks
Convolutional Differential Operators for Physics-based Deep Learning Study
☆25Updated last year
Alternatives and similar repositories for ConvDO
Users that are interested in ConvDO are comparing it to the libraries listed below
Sorting:
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆66Updated last year
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆94Updated this week
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆95Updated 2 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆56Updated 2 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated 2 months ago
- TorchFSM: Fourier Spectral Method with PyTorch☆53Updated last week
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆77Updated 2 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆48Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Spectral Neural Operator☆79Updated 2 years ago
- Code for the paper Universal Physics Transformers☆149Updated 6 months ago
- Solving Inverse Physics Problems with Score Matching☆31Updated 2 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆68Updated 2 months ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆107Updated 2 years ago
- ☆18Updated last year
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆75Updated 7 months ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆31Updated last month
- Neural Emulator Architectures in JAX.☆23Updated last year
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Updated last year
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆185Updated last year
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Datasets and code for results presented in the ProbConserv paper☆56Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆168Updated 9 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method☆99Updated 2 months ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆41Updated 3 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆28Updated 7 months ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago