jesserobertson / pydym
Dynamic mode decomposition in Python
☆13Updated 9 years ago
Alternatives and similar repositories for pydym:
Users that are interested in pydym are comparing it to the libraries listed below
- From the paper "Dynamic mode decomposition for multiscale nonlinear physics" by Dylewsky, Tao, & Kutz☆10Updated 5 years ago
- sparse dynamic mode decomposition in python☆37Updated 9 years ago
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Updated 5 years ago
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆18Updated 3 years ago
- Python bindings to pressio☆10Updated 2 years ago
- Deep Learning of Turbulent Scalar Mixing☆17Updated 5 years ago
- ML-based turbulence modeling for astrophysics☆13Updated last year
- Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations☆10Updated 5 years ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- One place for all Clawpack-style Riemann solvers☆46Updated 3 months ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- Dynamic Mode Decomposition☆58Updated 7 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆19Updated 3 years ago
- 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
- HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition☆15Updated 3 years ago
- a multiresolution convolutional autoencoder architecture☆19Updated 3 years ago
- Course taught at the University of Bordeaux in the academic year 2017 for PhD students.☆16Updated 8 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- Parameter space dimension reduction toolbox☆13Updated 2 years ago
- NEW NAME AND HOSTING : The software changed his name and leave now in gitlab !☆7Updated 5 years ago
- ☆31Updated 2 years ago
- A collection of relevant literature related to advancement of machine learning techniques for turbulence modeling and analysis☆17Updated 5 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆58Updated 3 years ago
- Tensor Basis Random Forest for RANS turbulence modelling☆10Updated 6 years ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆32Updated 4 years ago
- An article reporting the travails of reproducibility in unsteady CFD studies☆26Updated 4 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- Streaming GPU Singular Value Decomposition (SVD) and Dynamic Mode Decomposition (DMD).☆17Updated last year
- Parametric Gaussian Process Regression for Big Data☆44Updated 5 years ago
- ☆24Updated 5 years ago