61 citations · 137 across the 6 of their papers we have counts for
7 papers
Explainable Machine Learning Control -- robust control and stability analysis
Markus Quade, Thomas Isele, Markus Abel
Recently, the term explainable AI became known as an approach to produce models from artificial intelligence which allow interpretation. Since a long time, there are models of symb…
An Agent-Based Model for Bovine Viral Diarrhea
Jason Bassett, Pascal Blunk, Thomas Isele +2
We present an exhaustive description of a stochastic, event-driven, hierarchical agent-based model designed to reproduce the infectious state of the cattle disease called Bovine Vi…
Controlling Chimera States - The influence of excitable units
Thomas Isele, Johanne Hizanidis, Astero Provata +1
We explore the influence of a block of excitable units on the existence and behavior of chimera states in a nonlocally coupled ring-network of FitzHugh-Nagumo elements. The FitzHug…
Excitation Waves on a Minimal Small-World Model
Thomas Isele, Benedikt Hartung, Philipp Hövel +1
We examine traveling-wave solutions on a regular ring network with one additional long-range link that spans a distance d. The nodes obey the FitzHugh-Nagumo kinetics in the excita…
Effect of small-world topology on wave propagation on networks of excitable elements
Thomas Isele, Eckehard Schöll
We study excitation waves on a Newman-Watts small-world network model of coupled excitable elements. Depending on the global coupling strength, we find differing resilience to the…
Propagation failure of excitation waves on trees and random networks
Nikos E. Kouvaris, Thomas M. Isele, Alexander S. Mikhailov +1
Excitation waves are studied on trees and random networks of coupled active elements. Undamped propagation of such waves is observed in those networks. It represents an excursion f…
Transient localized wave patterns and their application to migraine
Markus A Dahlem, Thomas M Isele
Transient dynamics is pervasive in the human brain and poses challenging problems both in mathematical tractability and clinical observability. We investigate statistical propertie…