smowlavi / CoherentStructures
Algorithms for identifying coherent structures in sparse and noisy trajectory datasets
☆13Updated 3 years ago
Alternatives and similar repositories for CoherentStructures:
Users that are interested in CoherentStructures are comparing it to the libraries listed below
- Pseudospectral Kolmogorov Flow Solver☆37Updated last year
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆29Updated 2 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 3 years ago
- Computational engine for variational Lagrangian coherent structures☆43Updated 8 years ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆65Updated last year
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 3 weeks ago
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆32Updated 2 years ago
- LCS Tool is a computational engine for analyzing fluid flows by extracting their most influential material surfaces, Lagrangian Coherent …☆27Updated 9 years ago
- Tensor Basis Neural Network for Scalar Mixing☆10Updated last year
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆27Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆63Updated 10 months ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago
- ☆22Updated 7 months ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆106Updated 3 months ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆24Updated 3 years ago
- ☆49Updated last year
- ☆35Updated last year
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆29Updated 4 years ago
- Pythonic spectral proper orthogonal decomposition☆35Updated 2 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆13Updated 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
- Multi-fidelity Generative Deep Learning Turbulent Flows☆37Updated 4 years ago
- Code for the FiniteNet ICML Paper☆16Updated 5 years ago
- Sparse Physics-based and Interpretable Neural Networks☆47Updated 3 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆51Updated last year
- One-dimensional DNS and LES of Burgers turbulence written in Python☆27Updated 11 months ago
- Machine learning of linear differential equations using Gaussian processes☆24Updated 6 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago