74 citations · 96 across the 26 of their papers we have counts for
6 papers · 1 filter
Large Language Models as Supervised Extraction Assistants: Lowering the Barrier to Documentation Standard Adoption in Agent-Based Modelling
Peer-Olaf Siebers, Christopher Frantz
Agent-Based Modelling (ABM) relies on clear documentation to ensure credibility and transparency. Although standards exist for documenting models (e.g. ODD), processes (e.g. TRACE,…
Large Language Models for Agent-Based Modelling: Current and possible uses across the modelling cycle
Loïs Vanhée, Melania Borit, Peer-Olaf Siebers +8
The emergence of Large Language Models (LLMs) with increasingly sophisticated natural language understanding and generative capabilities has sparked interest in the Agent-based Mod…
Agent-Based Simulation Modelling for Reflecting on Consequences of Digital Mental Health
Daniel Stroud, Christian Wagner, Peer-Olaf Siebers
The premise of this working paper is based around agent-based simulation models and how to go about creating them from given incomplete information. Agent-based simulations are sto…
Comparing Stochastic Differential Equations and Agent-Based Modelling and Simulation for Early-stage Cancer
Grazziela P Figueredo, Peer-Olaf Siebers, Markus R Owen +2
There is great potential to be explored regarding the use of agent-based modelling and simulation as an alternative paradigm to investigate early-stage cancer interactions with the…
Modelling Electrical Car Diffusion Based on Agents
Lei Yu, Tao Zhang, Peer-Olaf Siebers +1
Replacing traditional fossil fuel vehicles with innovative zero-emission vehicles for the transport in ci ties is one of the major tactics to achieve the UK government 2020 target…
Simulating Customer Experience and Word Of Mouth in Retail - A Case Study
Peer-Olaf Siebers, Uwe Aickelin, Helen Celia +1
Agents offer a new and exciting way of understanding the world of work. In this paper we describe the development of agent-based simulation models, designed to help to understand t…