MagriLab / KolSolLinks
Pseudospectral Kolmogorov Flow Solver
☆41Updated 2 years ago
Alternatives and similar repositories for KolSol
Users that are interested in KolSol are comparing it to the libraries listed below
Sorting:
- ☆29Updated last year
- ☆40Updated 2 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆71Updated 2 weeks ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆48Updated 5 months ago
- ☆45Updated 3 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- ☆18Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 10 months ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated 2 years ago
- 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
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 3 months ago
- The public repository about our joint FINN research project☆37Updated 3 years ago
- Turbulent flow network source code☆71Updated 10 months ago
- Python 2D Navier-Stokes solver☆25Updated 5 months ago
- ☆49Updated 10 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆94Updated 2 months ago
- The MegaFlow2D dataset package☆23Updated 2 years ago
- ☆55Updated 2 years ago
- Spectral Neural Operator☆79Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆102Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years 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
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆68Updated 2 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated last month
- MIONet: Learning multiple-input operators via tensor product☆43Updated 3 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆21Updated 2 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated 2 months ago