15 skills found
dynamicslab / SINDy PISINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
jbramburger / DataDrivenDynSystScripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
andreikitaitsev / SymINDySymbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-based symbolic regression.
luckystarufo / PySINDySINDy (Sparse Identification of Nonlinear Dynamics) algorithms
dynamicslab / Modified SINDyExample code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
syashasvisai / MasterThesisMy Master Thesis in the area of Data-Driven Control Engineering
shaoanlu / COVID 19 SINDYUse SINDY algorithm to discover a dynamical system from coronavirus data
AdamPurnomo / Extended Lagrangian SINDy XL SINDy Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.
valentino-golob / IntroScientificMachineLearningShort intro to scientific machine learning using physics informed neuronal networks. I used PyTorch as a framework.
jbramburger / Poincare MapsMATLAB files for discovery of Poincaré maps
SethMinor / PyWSINDy For PDEsPython implementation of the Weak SINDy for PDEs algorithm.
jbramburger / Slow DiscoveryCode for discovering slow timescale dynamics using the SINDy method
jonathanhorrocks / SINDy DataApplies the SINDy algorithm (Brunton et. al., 2016) to epidemiological models and data.
max-hoffman / Dimspan PyDimension-Expansion with SINDy algorithm written in python
sagastra / FMRI SiNDyAn analysis of task and resting state fMRI data using the SINDy algorithm
