Michael Lindner
Hi, my name is Michael Lindner. Currently, I am working on my PhD project on "Exploring network dynamics with machine learning". I am a member of the non-linear dynamics and control group at TU Berlin and of the complex energy networks (COEN) group at PIK.
Session
07-30
13:00
30min
NetworkDynamics.jl - Modeling dynamical systems on networks
Michael Lindner, Anton Plietzsch
NetworkDynamics.jl is a tool for dynamical modeling and analysis of large, inhomogeneous, networked systems. It provides a convenient interface between LightGraphs.jl and DifferentialEquations.jl.
We introduce the basic syntax of our package and showcase applications ranging from neurodynamics to power systems. We conclude with a brief overview of advanced features such as multi-threading, support for SDEs and integration with the machine learning environment DiffEqFlux.jl.
Red Track