PhIMaL / DeePyMoD_torchLinks
Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]
☆33Updated 2 years ago
Alternatives and similar repositories for DeePyMoD_torch
Users that are interested in DeePyMoD_torch are comparing it to the libraries listed below
Sorting:
- ☆19Updated 5 years ago
- ☆21Updated 5 years ago
- ☆26Updated 7 years ago
- ☆40Updated 2 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Updated 5 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆39Updated 5 months ago
- ☆42Updated 5 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆42Updated 2 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- Update PDEKoopman code to Tensorflow 2☆24Updated 4 years ago
- a multiresolution convolutional autoencoder architecture☆23Updated 4 years ago
- Publication of Python code used to train ModalPINN☆11Updated 3 years ago
- ☆118Updated 6 years ago
- ☆50Updated 2 years ago
- A Python library for training neural ODEs.☆26Updated 11 months ago
- Python 2D Navier-Stokes solver☆26Updated 6 months ago
- The public repository about our joint FINN research project☆38Updated 3 years ago
- Multi-fidelity Generative Deep Learning Turbulent Flows☆37Updated 5 years ago
- ☆44Updated 3 years ago
- Turbulent flow network source code☆71Updated 10 months ago
- Sparse Physics-based and Interpretable Neural Networks☆52Updated 4 years ago
- Practicum on Supervised Learning in Function Spaces☆34Updated 3 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆67Updated 3 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Updated 4 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆21Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆21Updated 2 years ago