jesserobertson / pydymLinks
Dynamic mode decomposition in Python
☆13Updated 10 years ago
Alternatives and similar repositories for pydym
Users that are interested in pydym are comparing it to the libraries listed below
Sorting:
- sparse dynamic mode decomposition in python☆37Updated 9 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆48Updated 8 years ago
- Dynamic Mode Decomposition☆60Updated 8 years ago
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆18Updated 3 years ago
- Parametric Gaussian Process Regression for Big Data☆45Updated 5 years ago
- Deep Learning application to the partial differential equations☆30Updated 7 years ago
- This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.☆36Updated 6 years ago
- A Discussion on Solving Partial Differential Equations using Neural Networks☆66Updated 6 years ago
- Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018☆49Updated 6 years ago
- ☆18Updated 4 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆34Updated 4 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Updated 5 years ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Parametric Gaussian Process Regression for Big Data (Matlab Version)☆24Updated 7 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- a multiresolution convolutional autoencoder architecture☆22Updated 4 years ago
- A pyTorch Extension for Applied Mathematics☆39Updated 5 years ago
- Deep Learning of Turbulent Scalar Mixing☆17Updated 5 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆13Updated last year
- ☆10Updated 2 years ago
- Publication of Python code used to train ModalPINN☆11Updated 3 years ago
- ML-based turbulence modeling for astrophysics☆14Updated 2 years ago
- LSiM is a learned metric to compute distance values for 2D data from numerical simulations☆28Updated last year
- A Matlab package for computing the optimal mode decomposition (OMD) or dynamic mode decomposition (DMD).☆15Updated 8 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 2 years ago
- jupyter notebooks for the neural nets and differential equation paper☆28Updated 4 years ago
- Optimal Hard Threshold for Matrix Denoising☆38Updated 4 years ago