no code implementations • 4 Mar 2021 • Luzie Helfmann, Jobst Heitzig, Péter Koltai, Jürgen Kurths, Christof Schütte
Agent-based models are a natural choice for modeling complex social systems.
Dimensionality Reduction Physics and Society
1 code implementation • 18 Feb 2020 • Luzie Helfmann, Enric Ribera Borrell, Christof Schütte, Péter Koltai
Given two distinct subsets $A, B$ in the state space of some dynamical system, Transition Path Theory (TPT) was successfully used to describe the statistical behavior of transitions from $A$ to $B$ in the ergodic limit of the stationary system.
Dynamical Systems 60J22, 82C26, 60J45, 60J10
no code implementations • 29 Mar 2018 • Luzie Helfmann, Johannes von Lindheim, Mattes Mollenhauer, Ralf Banisch
Quality assessments of models in unsupervised learning and clustering verification in particular have been a long-standing problem in the machine learning research.