nonlinear-dynamics
There are 13 repositories under nonlinear-dynamics topic.
dynamicslab / pysindy
A package for the sparse identification of nonlinear dynamical systems from data
Language:Python 1314JuliaDynamics / DynamicalSystems.jl
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
Language:Julia 806pnnl / neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Language:Python 764- pymorLanguage:Python 279
- Language:Python 216
Nonlinear Dynamics: A concise introduction interlaced with code
Language:Julia 205manu-mannattil / nolitsa
A Python module implementing some standard algorithms used in nonlinear time series analysis
Language:Python 160JuliaMPC / NLOptControl.jl
nonlinear control optimization tool
Language:Julia 104- Language:Python 62
SciML / SimpleNonlinearSolve.jl
Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.
Language:Julia 61- Language:MATLAB 54
JuliaControl / ModelPredictiveControl.jl
An open source model predictive control package for Julia.
Language:Julia 51- Language:Python 48
Estimators for probabilities, entropies, and other complexity measures derived from observations in the context of nonlinear dynamics and complex systems
Language:Julia 48- HarmonicBalance.jl
NonlinearOscillations / HarmonicBalance.jl
A Julia package for solving nonlinear differential equations using the harmonic balance method.
Language:Julia 45 Recurrence Quantification Analysis in Julia
Language:Julia 44danm0nster / mdembedding
MATLAB code for estimating parameters for phase space reconstruction of multivariate data.
Language:MATLAB 41Eric-Bradford / Nominal_NMPC
A basic nonlinear model predictive control implementation using Casadi with Unscented Kalman filter state estimation
Language:Python 41- Language:C++ 40
dpploy / chen-3170
Computational Methods in Chemical Engineering (UMass Lowell, Spring 2024); Prof. Valmor F. de Almeida.
Language:Jupyter Notebook 39oashour / NonlinearSchrodinger.jl
A suite of tools for solving Nonlinear Schrodinger equations via higher-order algorithms and Darboux transformations.
Language:Julia 38constantino-garcia / nonlinearTseries
Nonlinear time series analysis in R
Language:C++ 33haozhg / odmd
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
Language:Python 33mattiacenedese / SSMLearn
Data-driven reduced order modeling for nonlinear dynamical systems
Language:MATLAB 28peterparity / PDE-VAE-pytorch
PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
Language:Python 28eddardd / Control-Theory
Tutorials on Control Theory
Language:Jupyter Notebook 26Delay coordinates embeddings and optimizing them
Language:Julia 26rnwatanabe / FROLSIdentification
A set of Matlab/Octave files that performs a method of Nonlinear System Identification.
Language:Jupyter Notebook 22DiODeProject / MuMoT
Multiscale Modelling Tool - mathematical modelling without the maths
Language:Python 21- Language:MATLAB 20
- emgrLanguage:MATLAB 19
- Library
digantamisra98 / Library
Paper reading list
Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection
Language:Julia 17SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations
Language:Python 17Thomas-JHR / Unmanned-Surface-Vessel-Studies
A Master of Engineering Academic Project
Language:MATLAB 17MustafaLotfi / Optimized-Inverse-Dynamics-Controller
Obtaining the best coefficients of Inverse Dynamics Controller, for a dynamical system, with Optimization Algorithms.
Language:MATLAB 15
