Koopman-Laboratory / KoopmanLabLinks
A library for Koopman Neural Operator with Pytorch.
☆311Updated last year
Alternatives and similar repositories for KoopmanLab
Users that are interested in KoopmanLab are comparing it to the libraries listed below
Sorting:
- Physics-informed learning of governing equations from scarce data☆166Updated 2 years ago
- Transformers for modeling physical systems☆145Updated 2 years ago
- A package for computing data-driven approximations to the Koopman operator.☆399Updated last year
- ☆191Updated last year
- ☆375Updated 3 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆344Updated 2 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆383Updated last year
- neural networks to learn Koopman eigenfunctions☆455Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆263Updated 4 years ago
- mathLab mirror of Python Dynamic Mode Decomposition☆110Updated 9 months ago
- ☆192Updated last year
- ☆75Updated 2 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆294Updated 6 months ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆165Updated last year
- A Library for Advanced Neural PDE Solvers.☆249Updated last month
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆121Updated last year
- Generative Pre-Trained Physics-Informed Neural Networks Implementation☆113Updated 4 months ago
- ☆388Updated last month
- ☆235Updated 4 years ago
- A general-purpose Python package for Koopman theory using deep learning.☆116Updated 3 months ago
- Characterizing possible failure modes in physics-informed neural networks.☆147Updated 4 years ago
- ☆197Updated 8 months ago
- Optimal Control with PDEs solved by a Differentiable Solver☆13Updated last year
- Implementing a physics-informed DeepONet from scratch☆53Updated 2 years ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆245Updated last month
- ☆500Updated 8 months ago
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆36Updated 3 months ago
- ☆66Updated 4 months ago
- ☆109Updated 4 years ago
- ☆273Updated 3 years ago