Tooling to generate toy MDOF dynamics data for arbitrary linear and nonlinear systems in python
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Updated
Mar 15, 2023 - Python
Tooling to generate toy MDOF dynamics data for arbitrary linear and nonlinear systems in python
Dynamic State Network (DSN) Reservoir Computer
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.
An experiment in combining numerical simulation and machine learning
Higher order partial derivatives computation with respect to one or several tensor-like variables, applications to nonlinear dynamics
Code from the study "Ghost channels and ghost cycles guiding long transients in dynamical systems"
Train AI to read your brain! 🤖➡️🧠
非线性单自由度(SDOF)时程分析/非线性反应谱(等强度谱,等延性谱)分析
supplement to "Synchronizability of directed networks: the power of non-existent ties"
Repository for my Nonlinear Dynamics files
Soliton model algos like the Kadomtsev-Petviashvili and Korteweg–De Vries equations
This repository contains the code and data associated with the paper titled "Reappraising double pendulum dynamics across multiple computational platforms"
Transfer learning nonlinear plasma dynamic transitions in neural encoder-decoder network
A Python package to demonstrate ideas from nonlinear dynamical systems toward game theory, neural network models of associative memory, and nonlinear state space models.
Transfer operator toolbox for numpy/torch.
Python code for a polyhedral set-valued observer with an application to nonlinear systems on a Lie group.
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.
Python Scripts for Simulating the Dynamics of Naming Game Models
Logistic map using Python language
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