Predictive systems ecology

MR Evans, M Bithell, SJ Cornell… - … of the Royal …, 2013 - royalsocietypublishing.org
Human societies, and their well-being, depend to a significant extent on the state of the
ecosystems that surround them. These ecosystems are changing rapidly usually in response …

The complexities of agent-based modeling output analysis

JS Lee, T Filatova, A Ligmann-Zielinska… - Journal of Artificial …, 2015 - econstor.eu
The proliferation of agent-based models (ABMs) in recent decades has motivated model
practitioners to improve the transparency, replicability, and trust in results derived from …

Introduction to agent-based modelling

AT Crooks, AJ Heppenstall - Agent-based models of geographical systems, 2011 - Springer
The application of agent-based modelling (ABM) to simulating dynamics within geographical
systems has seen a considerable increase over the last decade. ABM allows the …

Estimating the impact of interventions against COVID-19: From lockdown to vaccination

J Thompson, S Wattam - PLoS One, 2021 - journals.plos.org
Coronavirus disease 2019 (COVID-19) is an infectious disease of humans caused by severe
acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Since the first case was identified …

[PDF][PDF] Methodological issues of spatial agent-based models

S Manson, L An, KC Clarke, A Heppenstall… - Journal of Artificial …, 2020 - escholarship.org
Agent based modeling (ABM) is a standard tool that is useful across many disciplines.
Despite widespread and mounting interest in ABM, even broader adoption has been …

Using agent-based modelling to simulate social-ecological systems across scales

M Lippe, M Bithell, N Gotts, D Natalini… - GeoInformatica, 2019 - Springer
Agent-based modelling (ABM) simulates Social-Ecological-Systems (SESs) based on the
decision-making and actions of individual actors or actor groups, their interactions with each …

Population downscaling in multi-agent transportation simulations: A review and case study

G Ben-Dor, E Ben-Elia, I Benenson - Simulation Modelling Practice and …, 2021 - Elsevier
Simulating the dynamics and evolution of metropolitan transportation systems serving
millions of travelers remains a difficult task, beyond existing standard software's abilities …

Designing and building an agent-based model

M Abdou, L Hamill, N Gilbert - Agent-based models of geographical …, 2011 - Springer
This chapter discusses the process of designing and building an agent-based model, and
suggests a set of steps to follow when using agent-based modelling as a research method. It …

Modeling metabolic networks of individual bacterial agents in heterogeneous and dynamic soil habitats (IndiMeSH)

B Borer, M Ataman, V Hatzimanikatis… - PLoS computational …, 2019 - journals.plos.org
Natural soil is characterized as a complex habitat with patchy hydrated islands and spatially
variable nutrients that is in a constant state of change due to wetting-drying dynamics. Soil …

Multi-agent modeling and simulation in the AI age

W Fan, P Chen, D Shi, X Guo… - Tsinghua Science and …, 2021 - ieeexplore.ieee.org
With the rapid development of artificial intelligence (AI) technology and its successful
application in various fields, modeling and simulation technology, especially multi-agent …