Context, Composition, Automation, and Communication: The C2AC Roadmap for Modeling and Simulation

AM Uhrmacher, P Frazier, R Hähnle, F Klügl… - ACM Transactions on …, 2024 - dl.acm.org
Simulation has become, in many application areas, a sine qua non. Most recently, COVID-
19 has underlined the importance of simulation studies and limitations in current practices …

A language for agent-based discrete-event modeling and simulation of linked lives

O Reinhardt, T Warnke, AM Uhrmacher - ACM Transactions on …, 2022 - dl.acm.org
In agent-based modeling and simulation, discrete-time methods prevail. While there is a
need to cover the agents' dynamics in continuous time, commonly used agent-based …

Modelling and simulating decision processes of linked lives: An approach based on concurrent processes and stochastic race

T Warnke, O Reinhardt, A Klabunde, F Willekens… - Population …, 2017 - Taylor & Francis
Individuals' decision processes play a central role in understanding modern migration
phenomena and other demographic processes. Their integration into agent-based …

Gepoc ABM: a generic agent-based population model for Austria

M Bicher, C Urach, N Popper - 2018 Winter Simulation …, 2018 - ieeexplore.ieee.org
Since 2015 researchers in Austrian health-care research project DEXHELPP (Decision
Support for Health Policy and Planning) benefit from having access to a validated generic …

Develo** agent-based migration models in pairs

O Reinhardt, AM Uhrmacher… - 2019 Winter …, 2019 - ieeexplore.ieee.org
Develo** a realistic agent-based model of human migration requires particular care.
Committing too early to a specific model architecture, design, or language environment can …

An efficient simulation algorithm for continuous-time agent-based linked lives models

O Reinhardt, AM Uhrmacher - … of the 50th Annual Simulation Symposium, 2017 - dl.acm.org
The efficient continuous-time simulation of linked lives in demography implies specific
challenges. The resulting agent-based models constitute time-inhomogeneous Markov …

Speeding up stochastic and deterministic simulation by aggregation: an advanced tutorial

M Tribastone, A Vandin - 2018 Winter Simulation Conference …, 2018 - ieeexplore.ieee.org
Dynamical models of systems across many branches of science and engineering can be
mathematically represented in terms of stochastic processes such as Markov chains, or …

Inferring dependency graphs for agent-based models using aspect-oriented programming

JN Kreikemeyer, T Köster… - 2021 Winter …, 2021 - ieeexplore.ieee.org
Population-based CTMC models can generally be executed efficiently with stochastic
simulation algorithms (SSAs). However, the heterogeneity in agent-based models poses a …

Domain-specific languages for modeling and simulation

T Warnke - 2021 - eprints.mosi.informatik.uni-rostock …
Simulation models and simulation experiments are increasingly complex. One way to
handle this complexity is develo** software languages tailored to specific application …

Understanding memory mechanisms in Socio-Technical Systems: the case of an agent-based mobility model

G Steudle, S Winkelmann, S Fürst… - Advances in complex …, 2024 - pure.mpg.de
This paper explores memory mechanisms in complex socio-technical systems, using a
mobility demand model as an example case. We simplify a large-scale agent-based mobility …