CognitiveModeling / finnLinks
The public repository about our joint FINN research project
☆36Updated 2 years ago
Alternatives and similar repositories for finn
Users that are interested in finn are comparing it to the libraries listed below
Sorting:
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆31Updated 3 months ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years 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
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆86Updated 6 months ago
- ☆38Updated 3 months ago
- ☆38Updated last year
- ☆41Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 4 months ago
- ☆35Updated last year
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Spectral Neural Operator☆79Updated last year
- ☆26Updated 11 months ago
- ☆12Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆25Updated 3 weeks ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆75Updated last month
- ☆37Updated 4 years ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆43Updated last week
- ☆13Updated 5 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆26Updated 3 years ago
- One-Shot Transfer Learning of PINNs☆11Updated 2 years ago
- DeepONet extrapolation☆27Updated 2 years ago
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆36Updated 3 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 8 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year