qiauil / ConvDO
Convolutional Differential Operators for Physics-based Deep Learning Study
☆24Updated 6 months ago
Alternatives and similar repositories for ConvDO:
Users that are interested in ConvDO are comparing it to the libraries listed below
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆56Updated 2 months ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆36Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 8 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆62Updated 3 weeks ago
- Spectral Neural Operator☆75Updated last year
- ☆37Updated 2 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆58Updated last week
- Code for the paper Universal Physics Transformers☆88Updated 3 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆12Updated 5 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆81Updated last month
- ☆22Updated 6 months ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆82Updated this week
- Code for Mesh Transformer describes in the EAGLE dataset☆35Updated 10 months ago
- Efficient Differentiable n-d PDE solvers in JAX.☆23Updated 2 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- ☆14Updated 5 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆18Updated 7 months ago
- [ICLR2025] Official implementation of Conflict-Free Inverse Gradients Method☆29Updated 2 months ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆39Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆121Updated last month
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 8 months ago
- Pseudospectral Kolmogorov Flow Solver☆37Updated last year
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆19Updated 6 months ago
- ☆14Updated last month
- ☆64Updated 4 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆22Updated 3 months ago
- ☆31Updated last year
- Practicum on Supervised Learning in Function Spaces☆32Updated 2 years ago