smowlavi / CoherentStructuresLinks
Algorithms for identifying coherent structures in sparse and noisy trajectory datasets
☆15Updated 3 years ago
Alternatives and similar repositories for CoherentStructures
Users that are interested in CoherentStructures are comparing it to the libraries listed below
Sorting:
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆67Updated 2 years ago
- Computational engine for variational Lagrangian coherent structures☆44Updated 9 years ago
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆33Updated 2 years ago
- LCS Tool is a computational engine for analyzing fluid flows by extracting their most influential material surfaces, Lagrangian Coherent …☆30Updated 10 years ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆31Updated 4 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆32Updated 2 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆109Updated 7 months ago
- Tensor Basis Neural Network for Scalar Mixing☆10Updated 2 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆28Updated last year
- A library of tools for computing variants of Dynamic Mode Decomposition☆48Updated 7 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆35Updated this week
- ☆24Updated 7 years ago
- ☆26Updated 11 months ago
- Script (with example) to compute the kinetic energy spectrum of periodic turbulent flows.☆37Updated 3 years ago
- Matlab code for the spectral analysis of homogenous isotropic turbulence☆53Updated 13 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆24Updated 3 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆56Updated 4 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 2 months ago
- A synthetic, isotropic turbulence generator for constant density flows that enforces the discrete divergence-free condition.☆48Updated 4 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆58Updated last year
- Modred main repository☆79Updated 4 years ago
- Pythonic spectral proper orthogonal decomposition☆40Updated 2 years ago
- A hybrid parallel C++ code to compute structure function of different order☆10Updated 4 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆60Updated 4 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- 1D RANS model simulation at fully developed turbulent channel flow.☆17Updated 8 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆32Updated last year