PredictiveIntelligenceLab / TRIPODS_Winter_School_2022Links
Practicum on Supervised Learning in Function Spaces
☆33Updated 3 years ago
Alternatives and similar repositories for TRIPODS_Winter_School_2022
Users that are interested in TRIPODS_Winter_School_2022 are comparing it to the libraries listed below
Sorting:
- ☆45Updated 3 years ago
- ☆41Updated 2 years ago
- Spectral Neural Operator☆79Updated 2 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 3 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆71Updated 2 weeks ago
- ☆29Updated last year
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- The public repository about our joint FINN research project☆37Updated 3 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 8 months ago
- ☆40Updated 2 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆95Updated 2 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆102Updated last year
- ☆54Updated 3 years ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆40Updated 6 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Updated last year
- ☆40Updated last year
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆68Updated 2 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆15Updated last year
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆204Updated last month
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- ☆110Updated 4 years ago
- ☆49Updated 10 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆168Updated 9 months ago
- Bootcamp notebooks☆62Updated 5 months ago
- ☆42Updated 5 years ago
- ☆13Updated 2 years ago
- ☆13Updated 6 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated last month