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pswpswpsw/Data-Driven-Discovery-of-Closure-Models

Stars
4
Rank 3,304,323 (Top 66 %)
Language
Python
License
MIT License
Created over 6 years ago
Updated over 6 years ago

pswpswpsw/Data-Driven-Discovery-of-Closure-Models

pswpswpsw

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Sample code implementation for SIADS paper Data driven discovery of closure model

nif

A library for dimensionality reduction on spatial-temporal PDE

Jupyter Notebook

SKDMD

Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems

paper-nif

Jupyter Notebook

Stable-Deep-Probabilisitic-Koopman

Mastering-Python-in-One-Hour

Introduction to Python

Jupyter Notebook

Data-for-On-the-Structure-of-Time-delay-Embedding-in-Linear-Models-of-Non-linear-Dynamical-Systems

This is a collection of the turbulent Rayleigh Benard convection data used in the maurscript.