Rose-STL-Lab / Equivariant-NetLinks
☆35Updated last year
Alternatives and similar repositories for Equivariant-Net
Users that are interested in Equivariant-Net are comparing it to the libraries listed below
Sorting:
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- The public repository about our joint FINN research project☆37Updated 2 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆63Updated 6 months ago
- Multiwavelets-based operator model☆61Updated 3 years ago
- ☆38Updated last year
- ☆35Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- Distributed Fourier Neural Operators☆30Updated 2 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆68Updated last year
- Solving Inverse Physics Problems with Score Matching☆28Updated last year
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆25Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆69Updated 8 months ago
- Turbulent flow network source code☆69Updated 4 months ago
- ☆21Updated 2 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- ☆37Updated 4 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated last year
- Spectral Neural Operator☆79Updated last year
- ☆34Updated 2 years ago
- ☆35Updated 4 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 4 months ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆34Updated 4 months ago