PhIMaL / DeePyMoD_torch
Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]
☆32Updated last year
Alternatives and similar repositories for DeePyMoD_torch:
Users that are interested in DeePyMoD_torch are comparing it to the libraries listed below
- ☆24Updated 6 years ago
- Code repository for the paper "Learning partial differential equations for biological transport models from noisy spatiotemporal data"☆10Updated 5 years ago
- ☆47Updated last year
- ☆38Updated last year
- ☆35Updated last year
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆13Updated 5 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- ☆20Updated 3 years ago
- Pseudospectral Kolmogorov Flow Solver☆38Updated last year
- ☆10Updated last year
- Stiff Neural Ordinary Differential Equations☆32Updated last year
- 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
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆27Updated last month
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆29Updated 2 years ago
- ☆21Updated 4 years ago
- ☆41Updated 2 years ago
- ☆41Updated 4 years ago
- jupyter notebooks for the neural nets and differential equation paper☆28Updated 4 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆48Updated 4 years ago
- ☆18Updated 4 years ago
- ☆62Updated 5 years ago
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆35Updated 3 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆14Updated last year
- ☆26Updated 9 months ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆65Updated last year
- Multi-fidelity Generative Deep Learning Turbulent Flows☆38Updated 4 years ago