30 citations · 85 across the 8 of their papers we have counts for
4 papers · 1 filter
Koopman-Based Surrogate Models for Multi-Objective Optimization of Agent-Based Systems
Jan-Hendrik Niemann, Stefan Klus, Nataša Djurdjevac Conrad +1
Agent-based models (ABMs) provide an intuitive and powerful framework for studying social dynamics by modeling the interactions of individuals from the perspective of each individu…
Feedback Loops in Opinion Dynamics of Agent-Based Models with Multiplicative Noise
Natasa Djurdjevac Conrad, Jonas Köppl, Ana Djurdjevac
We introduce an agent-based model for co-evolving opinion and social dynamics, under the influence of multiplicative noise. In this model, every agent is characterized by a positio…
Mathematical modeling of spatio-temporal population dynamics and application to epidemic spreading
Stefanie Winkelmann, Johannes Zonker, Christof Schütte +1
Agent based models (ABMs) are a useful tool for modeling spatio-temporal population dynamics, where many details can be included in the model description. Their computational cost…
From interacting agents to density-based modeling with stochastic PDEs
Luzie Helfmann, Natasa Djurdjevac Conrad, Ana Djurdjevac +2
Many real-world processes can naturally be modeled as systems of interacting agents. However, the long-term simulation of such agent-based models is often intractable when the syst…