qiauil / ConvDOLinks
Convolutional Differential Operators for Physics-based Deep Learning Study
☆25Updated 10 months ago
Alternatives and similar repositories for ConvDO
Users that are interested in ConvDO are comparing it to the libraries listed below
Sorting:
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆75Updated last month
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆40Updated 7 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆44Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆63Updated 5 months ago
- TorchFSM: Fourier Spectral Method with PyTorch☆44Updated 2 weeks ago
- Spectral Neural Operator☆79Updated last year
- ☆41Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆25Updated 3 weeks ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆86Updated 6 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated last year
- Code for the paper Universal Physics Transformers☆116Updated 4 months ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆69Updated 5 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 4 months ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Neural SPH☆32Updated 11 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated 10 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆59Updated 3 weeks ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Solving Inverse Physics Problems with Score Matching☆27Updated last year
- ☆17Updated 6 months ago
- Neural Emulator Architectures in JAX.☆16Updated 7 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- Official implementation of Diffusion Graph Networks (DGNs)☆55Updated 3 months ago
- ☆26Updated 11 months ago
- [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method☆64Updated last month
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 3 years ago