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A package for computing data-driven approximations to the Koopman operator.

Python 266 53 Updated Jun 18, 2024

Wind farm tools based in Julia

Julia 15 9 Updated Jul 2, 2024

Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems

Python 27 8 Updated Jul 30, 2022

A Python package for spectral proper orthogonal decomposition (SPOD).

Jupyter Notebook 96 29 Updated Jun 7, 2024

Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)

MATLAB 26 7 Updated Jan 15, 2022

A collection of spectral collocation differentiation matrices

Python 10 3 Updated Dec 24, 2023

Code for conducting eigenvalue and resolvent analyses using the python bindings for PETSc and SLEPc.

Python 2 1 Updated Sep 17, 2022

Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains

Julia 202 29 Updated Jan 25, 2024

Companion code for Data-Driven Resolvent Analysis

Jupyter Notebook 15 5 Updated Jun 17, 2021

Artificial Intelligence Research for Science (AIRS)

Python 453 56 Updated Jul 12, 2024

Source code to perform Lagrangian modal analysis (LMA). The case study comprises a double-gyre flow pattern subjected to LMA, computing Lagrangian proper orthogonal decomposition (LPOD) modes.

Fortran 1 1 Updated Apr 6, 2021

Machine learning from scratch in Julia

Julia 30 1 Updated Jan 10, 2024

a scaffolding for building inviscid flow models

Jupyter Notebook 29 15 Updated Jun 6, 2024

Python Dynamic Mode Decomposition

Python 834 287 Updated Jul 3, 2024

GPU Programming with Julia - course at the Swiss National Supercomputing Centre (CSCS), ETH Zurich

Jupyter Notebook 238 26 Updated Aug 23, 2022

Matplotlib styles for scientific plotting

Python 6,745 687 Updated Jun 3, 2024

Fast and simple fluid simulator in Julia

Julia 579 70 Updated Jul 12, 2024
Fortran 5 5 Updated Aug 7, 2023