smowlavi / CoherentStructures
Algorithms for identifying coherent structures in sparse and noisy trajectory datasets
☆14Updated 3 years ago
Alternatives and similar repositories for CoherentStructures:
Users that are interested in CoherentStructures are comparing it to the libraries listed below
- Computational engine for variational Lagrangian coherent structures☆44Updated 9 years ago
- LCS Tool is a computational engine for analyzing fluid flows by extracting their most influential material surfaces, Lagrangian Coherent …☆28Updated 9 years ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆64Updated 2 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…☆32Updated 2 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆108Updated 5 months ago
- Pseudospectral Kolmogorov Flow Solver☆38Updated last year
- ☆26Updated 9 months ago
- Tensor Basis Neural Network for Scalar Mixing☆10Updated 2 years ago
- One-dimensional DNS and LES of Burgers turbulence written in Python☆28Updated last year
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆30Updated last year
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆72Updated 2 weeks 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
- Update PDEKoopman code to Tensorflow 2☆23Updated 3 years ago
- ☆52Updated this week
- Pythonic spectral proper orthogonal decomposition☆38Updated 2 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- A toolbox for the construction and assessment of subgrid-scale models for large-eddy simulations☆17Updated 5 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆17Updated last year
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆55Updated last year
- 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
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆30Updated 4 years ago
- Large Eddy Simulation with dedalus☆36Updated 6 years ago
- Companion code for Data-Driven Resolvent Analysis☆19Updated 3 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆65Updated last year
- Matlab code for the spectral analysis of homogenous isotropic turbulence☆53Updated 13 years ago
- 1D RANS model simulation at fully developed turbulent channel flow.☆17Updated 8 years ago
- Python library for postprocessing data produced using Incompact3d☆17Updated 10 months ago
- Repository for project codes related to turbulence modelling.☆11Updated 6 months ago