Session II.1 - Computational Dynamics
Saturday, June 17, 15:00 ~ 15:30
Network Dynamics Modeling and Analysis (NDMA): A flexible Python library for analysis of network dynamical systems
Shane Kepley
Vrije Universiteit, Netherlands - This email address is being protected from spambots. You need JavaScript enabled to view it.
We present a Python based framework for analyzing dynamical phenomena in network dynamical systems. This framework enables one to study a wide variety of models given only a network topology and activation functions as input. Examples of its capabilities include efficiently bounding, finding equilibria and isolating equilibria, finding saddle-node bifurcations, and Lagrangian optimization all in high dimensional parameter models. We demonstrate the library's capabilities with some examples from Systems Biology.
Joint work with Elena Quierolo (Technische Universität München).