An agent-based model to simulate inhabitants' behavior during a flood event

F Taillandier, P Di Maiolo, P Taillandier… - International Journal of …, 2021 - Elsevier
Flood management is particularly important for many urban territories. In order to assess the
interest of different risk mitigation strategies, it is necessary to consider the human behavior …

NL4Py: Agent-based modeling in Python with parallelizable NetLogo workspaces

C Gunaratne, I Garibay - SoftwareX, 2021 - Elsevier
External control of agent-based models is vital for complex adaptive systems research. Often
these experiments require vast numbers of simulation runs and are computationally …

An integrated framework of global sensitivity analysis and calibration for spatially explicit agent‐based models

JY Kang, A Michels, A Crooks, J Aldstadt… - Transactions in …, 2022 - Wiley Online Library
Calibration of agent‐based models (ABMs) is a major challenge due to the complex nature
of the systems being modeled, the heterogeneous nature of geographical regions, the …

[HTML][HTML] Using multiple scale space-time patterns to determine the number of replicates and burn-in periods in spatially explicit agent-based modeling of vector-Borne …

JY Kang, J Aldstadt - ISPRS International Journal of Geo-Information, 2021 - mdpi.com
(1) Background: The stochastic nature of agent-based models (ABMs) may be responsible
for the variability of simulated outputs. Multiple simulation runs (ie, replicates) need to be …

Multi-scale CyberGIS analytics for detecting spatiotemporal patterns of COVID-19

F Lyu, JY Kang, S Wang, SY Han, Z Li… - Mapping COVID-19 in …, 2021 - Springer
The ongoing COVID-19 pandemic has put the world into an unprecedented situation
causing massive impacts on people's daily life and businesses. While there exist numerous …

Review of Agent-Based Evacuation Models in Python

J Janda, K Štekerová - EPIA Conference on Artificial Intelligence, 2023 - Springer
The aim of this paper is to explore agent-based evacuation models in Python by conducting
a systematic literature search using the PRISMA methodology. The principles of evacuation …

[PDF][PDF] 공간시뮬레이션모델(Geosimulation Model) 과활용분야-질병및보건, 재해대피, 도시교통

강전영, 신혜섭, 최문기 - 대한지리학회지, 2024 - apub.kr
공간 시뮬레이션 모델은 개인 수준에서의 행동규칙, 속성, 상호작용 등을 중심으로 하여 다양한
지리적 현상 (도시의 발전, 질병의 확산 등) 에 대해서 이해, 해석, 예측 등을 위한 목적으로 널리 …

Code reusability and transparency of agent-based modeling: a review from a cyberinfrastructure perspective

W Tang, V Grimm, L Tesfatsion, E Shook… - High Performance …, 2020 - Springer
Agent-based models have been increasingly applied to the study of space-time dynamics in
real-world systems driven by biophysical and social processes. For the sharing and …

Providing Accessible Software Environments Across Science Gateways and HPC

A Michels, M Kotak, A Padmanabhan… - … and Experience in …, 2024 - dl.acm.org
While High-Performance Computing (HPC) resources are powerful for tackling complex,
computationally intensive analysis and modeling problems, access to these resources …

Geosim 2019 workshop report: the 2nd ACM sigspatial international workshop on geospatial simulation

JS Kim, H Kavak, D Pfoser, A Crooks, C Wenk… - SIGSPATIAL …, 2020 - dl.acm.org
Space has long been acknowledged by researchers as a fundamental constraint which
shapes our world. As technological changes have transformed the very concept of distance …