A survey on agent-based simulation using hardware accelerators

J Xiao, P Andelfinger, D Eckhoff, W Cai… - ACM Computing Surveys …, 2019 - dl.acm.org
Due to decelerating gains in single-core CPU performance, computationally expensive
simulations are increasingly executed on highly parallel hardware platforms. Agent-based …

Risk of fire emergency evacuation in complex construction sites: Integration of 4D-BIM, social force modeling, and fire quantitative risk assessment

O Hosseini, M Maghrebi - Advanced Engineering Informatics, 2021 - Elsevier
Construction industry is claimed to be the fourth most dangerous sector by number of
fatalities. In complex construction sites, emergency evacuation risk assessment is a …

Parallel fuzzy cellular automata for data-driven simulation of wildfire spreading

VG Ntinas, BE Moutafis, GA Trunfio… - Journal of computational …, 2017 - Elsevier
Cellular Automata (CA) have been introduced many decades ago as one of the most
efficient parallel computational models able to simulate various physical processes and …

Opencal system extension and application to the three-dimensional richards equation for unsaturated flow

A De Rango, L Furnari, A Giordano, A Senatore… - … & Mathematics with …, 2021 - Elsevier
OpenCAL is a scientific software library specifically developed for the simulation of 2D and
3D complex dynamical systems on parallel computational devices. It is written in C/C++ and …

A first multi-GPU/multi-node implementation of the open computing abstraction layer

A De Rango, D Spataro, W Spataro… - Journal of Computational …, 2019 - Elsevier
Here we present a first multi-node/multi-GPU implementation of OpenCAL for grid-based
high-performance numerical simulation. OpenCL and MPI have been adopted as low-level …

The open computing abstraction layer for parallel complex systems modeling on many-core systems

D D'Ambrosio, A De Rango, M Oliverio… - Journal of Parallel and …, 2018 - Elsevier
This article introduces OpenCAL, a new open source computing abstraction layer for multi-
and many-core computing based on the Extended Cellular Automata general formalism …

Discretization and OpenCL-based implementation of social field pedestrian model

B Yu, K Wu, K Zhu, Y Ji, M Zhang, X Yang - Neurocomputing, 2018 - Elsevier
A discretization is applied to the continuous field-based pedestrian model to derive a
discrete version. The concept of walk period is introduced so that pedestrians' varied …

Parallel simulation of crowd multi-cell occupancy and velocity variety

B Yu - IEEE Transactions on Intelligent Transportation …, 2022 - ieeexplore.ieee.org
A parallel algorithm is proposed for modeling of crowd multi-cell occupancy and velocity
variety. Methods are devised to solve issues such as space competitions so that each …

Hierarchical agent-based modeling for improved traffic routing

R Alqurashi, T Altman - Applied Sciences, 2019 - mdpi.com
Agent-based model (ABM) simulation is a bottom–up approach that can describe the
phenomena generated from actions and interactions within a multiagent system. An ABM is …

Improved OpenCL-based implementation of social field pedestrian model

B Yu, K Zhu, K Wu, M Zhang - IEEE transactions on intelligent …, 2019 - ieeexplore.ieee.org
Two aspects of improvements are proposed for the OpenCL-based implementation of the
social field pedestrian model. In the aspect of algorithm, a method based on the idea of …