Multiagent Persistent Monitoring via Time-Inverted Kuramoto Dynamics
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Updated
Nov 11, 2024 - MATLAB
Multiagent Persistent Monitoring via Time-Inverted Kuramoto Dynamics
Julia and Auto-07p codes for the paper "From chimeras to extensive chaos in networks of heterogeneous Kuramoto oscillator populations", by Pol Floriach, Jordi Garcia-Ojalvo, and Pau Clusella.
This is a working repository. Do not expect any clean codes.
[AISTATS 2024] From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach
A series of simulation codes used to emulate quantum-like networks in the simulation of emergent adaptive behavior, such as network synchronization, and relate the nature of the coupled harmonic oscillators with non-local behavior and chimera states in systems of quantum particles. Coding Used is based on mathematical modelling of transport in q…
a handful of custom Max8 abstractions for audio, video and data processing.
I have tried to explain the multi-step-methods of solving ODEs via Adams-Bashforth and Adams-Moulton methods which are explicit and implicit methods respectively. I also have implemented them explicitly to solve for a system of ODEs, I have also done an explicit implementation of fourth order Runge-Kutta method in the process as it is needed.
Audio software version of György Ligeti's Poème Symphonique that uses the Kuramoto model and a realtime ML-based sound engine.
Matlab code for running the NRPS, RAPS, FEPS and nonlinear Kuramoto models: Models for electric grids that capture the dynamics of synchronous machines and VSMs.
Tool to numerically solve and analyse simplicial Kuramoto models.
An animation of synchronization of sine functions
Kuramoto - Sakaguchi Model Applet
Simple C++ library for the kuramoto model of syncronization of fireflies.
This is a python implementation of Kuramoto model with adaptive rewiring. Adaptive rewiring is meant to simulate the ebb and flow of social interactions.
Simple stochastic integrator for the mean field Kuramoto model.
This repository contains the code for training and visualizing the fully-differentiable Kuramoto model, "KuraNet".
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