A package for the sparse identification of nonlinear dynamical systems from data
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Updated
May 13, 2024 - Python
A package for the sparse identification of nonlinear dynamical systems from data
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
pyMOR - Model Order Reduction with Python
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
Computational Methods in Chemical Engineering (UMass Lowell, Spring 2024); Prof. Valmor F. de Almeida.
A Python module implementing some standard algorithms used in nonlinear time series analysis
A library for working with Cellular Automata, for Python.
nonlinear control optimization tool
Data-driven reduced order modeling for nonlinear dynamical systems
MATLAB code for estimating parameters for phase space reconstruction of multivariate data.
Nonlinear time series analysis in R
Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
Nonlinear Dynamics: A concise introduction interlaced with code
A toolbox for trajectory optimization of dynamical systems
An Open Nonlinear Structural Analysis Solver for GNU-Octave or Matlab
Solve nonlinear heterogeneous agent models
Estimators for probabilities, entropies, and other complexity measures derived from observations in the context of nonlinear dynamics and complex systems
Recurrence Quantification Analysis in Julia
A set of Matlab/Octave files that performs a method of Nonlinear System Identification.
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