model-discovery

There are 8 repositories under model-discovery topic.

dynamicslab/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
Language:Python1.5k 32 373328
BystrickyK/SINDy
Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.
Language:Python8 2 90
nPIML-team/nPIML
The official respository for noise-aware physics-informed machine learning (nPIML)
Language:TeX6 2 00
Pongpisit-Thanasutives/UBIC
Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery
Language:Jupyter Notebook6 2 01
ronwilson016/Data-Science-Projects
This repository stores my personal projects related to data science studies.
Language:MATLAB3 0 01
Pongpisit-Thanasutives/UBIC-play
Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery
Language:Jupyter Notebook1 1 00
Pongpisit-Thanasutives/PDE-FIND
PDE discovery using UBIC (uncertainty-penalized Bayesian information criterion)
Language:Gnuplot0 1 00
Pongpisit-Thanasutives/UBIC-test
Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery
Language:Jupyter Notebook1 0