Agent‐based modeling to integrate elements from different disciplines for ambitious climate policy

I Savin, F Creutzig, T Filatova, J Foramitti… - Wiley …, 2023 - Wiley Online Library
Ambitious climate mitigation policies face social and political resistance. One reason is that
existing policies insufficiently capture the diversity of relevant insights from the social …

Experimenting with agent-based model simulation tools

A Antelmi, G Cordasco, G D'Ambrosio, D De Vinco… - Applied Sciences, 2022 - mdpi.com
Agent-based models (ABMs) are one of the most effective and successful methods for
analyzing real-world complex systems by investigating how modeling interactions on the …

Ten questions concerning agent-based modeling of occupant behavior for energy and environmental performance of buildings

J Malik, A Mahdavi, E Azar, HC Putra, C Berger… - Building and …, 2022 - Elsevier
The complexity of occupant behavior is one of the major contributors to uncertainty in
building performance simulation. Agent-based modeling (ABM), a computational simulation …

[HTML][HTML] How carbon pricing affects multiple human needs: An agent-based model analysis

J Foramitti, I Savin, JCJM van den Bergh - Ecological Economics, 2024 - Elsevier
Climate policy is urgently needed to reduce emissions, but must also be evaluated in regard
to its impact on human quality of life. To identify policy approaches that are able to achieve …

Smart agent-based modeling: On the use of large language models in computer simulations

Z Wu, R Peng, X Han, S Zheng, Y Zhang… - arxiv preprint arxiv …, 2023 - arxiv.org
Computer simulations offer a robust toolset for exploring complex systems across various
disciplines. A particularly impactful approach within this realm is Agent-Based Modeling …

Mesa-Geo: A GIS extension for the Mesa agent-based modeling framework in python

B Wang, V Hess, A Crooks - Proceedings of the 5th ACM SIGSPATIAL …, 2022 - dl.acm.org
Mesa is an open-source agent-based modeling (ABM) framework implemented in the
Python programming language, allowing users to build and visualize agent-based models. It …

[HTML][HTML] A framework for agent-based models of human needs and ecological limits

J Foramitti - Ecological Economics, 2023 - Elsevier
The social and ecological challenges of our time require a better understanding of the
complex interactions between the multiple dimensions of human well-being and …

Discovering agent models using process mining: Initial approach and a case study

RH Bemthuis, S Lazarova-Molnar - … IEEE Intl Conf on Parallel & …, 2022 - ieeexplore.ieee.org
Agent-based modeling is widely used for modeling and simulation of self-organizing
sociotechnical systems that are composed of distributed autonomous agents. In these …

Using process mining for face validity assessment in agent-based simulation models: an exploratory case study

R Bemthuis, R Govers, S Lazarova-Molnar - International Conference on …, 2023 - Springer
In the field of simulation, the key objective of a system designer is to develop a model that
performs a specific task and accurately represents real-world systems or processes. A valid …

Towards a global behavioural model of anthropogenic fire: The spatiotemporal distribution of land-fire systems

O Perkins, S Matej, K Erb, J Millington - Socio-Environmental Systems …, 2022 - sesmo.org
Landscape fire regimes are created through socio-ecological processes, yet in current
global models the representation of anthropogenic impacts on fire regimes is restricted to …