CognitiveModeling / finnLinks
The public repository about our joint FINN research project
☆37Updated 3 years ago
Alternatives and similar repositories for finn
Users that are interested in finn are comparing it to the libraries listed below
Sorting:
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 3 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆38Updated 2 years ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆26Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 10 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆37Updated last year
- ☆40Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- ☆16Updated last year
- Turbulent flow network source code☆71Updated 10 months ago
- ☆45Updated 3 years ago
- ☆15Updated 2 years ago
- Spectral Neural Operator☆79Updated 2 years ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- ☆13Updated 6 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆71Updated 3 weeks ago
- ☆35Updated 2 years ago
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆36Updated 4 years ago
- ☆12Updated 3 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆102Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆28Updated 7 months ago
- ☆49Updated 10 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆81Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆51Updated 2 years ago
- ☆29Updated last year
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆57Updated last year