OOIR: Observatory of International Research

Papers

(The median citation count of Simulation-Transactions of the Society for Modeling and Simulation Int is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)

Article	Citations
Agent-based epidemics simulation to compare and explain screening and vaccination prioritization strategies	42
Creating artificial societies for policy decision support: a research agenda and call to action	22
Dynamic design of hazardous chemical storage in high-rise R&D building based on numerical simulation	22
Race conditions and data partitioning: risks posed by common errors to reproducible parallel simulations	21
Effects of workload on medication administration errors in nursing: an analysis based on system dynamics modeling	15
Interactive route choice and prescriptive information on degradable network	15
Special issue: Recent advances in simulation for architecture and urban design	14
Reliability Modeling and Simulation	13
Modeling and interactive simulation of measures against infection transmission	13
Resilience of connected and autonomous vehicles to cyber–physical disruptions	13
Composable digital twins on Digital Twin as a Service platform	12
SynBPS: a parametric simulation framework for the generation of event-log data	11
Synchronous speculative simulation of tightly coupled agents in continuous time on CPUs and GPUs	11
Examining the impacts of military expenditures on economic productivity: a system dynamics approach	10
Simulating emergent behavior of autonomous swarm systems using agent-based modeling	10
Agent-based simulation of seismic crisis including human behavior: application to the city of Beirut, Lebanon	10
Simulation on dynamic passive control of structures using corrugated viscoelastic damping treatments	10
A logic-based event controller for means-end reasoning in simulation environments	10
Multi-domain modeling of environment and ecosystem of virtual off-road scenes for simulating ground vehicle autonomy	10
Modeling staged and simultaneous evacuation during a volcanic crisis of La Soufrière of Guadeloupe (France)	9
Freeway work zone effects on vehicular fuel consumption explored by a four-lane model	9
Integrative physiology-coupled pilot-centered flight simulation	9
Low-latency GNSS multipath simulation and building wall detection in urban environments	9
Traffic operation analysis for underground and ground roads using microscopic traffic simulation	9
Special Issue: Engineering of Dependable Digital Twins	9

Hybrid resource allocation control in cyber-physical systems: a novel simulation-driven methodology with applications to UAVs	8
Comparative analysis of machine learning–based scheduling schemes for uplink 5G communications system	8
100 Volumes of SIMULATION	8
Simulation of luggage-laden passengers’ behavior in the evacuation process based on a floor field CA model case study: Tehran metro-rail transfer corridor	8
A grid-shaped cellular modeling approach for wireless sensor networks	8
Virtual reality–based simulation for assessing building fire safety design	8
Stair/escalator/elevator selection behavior of passengers in subway stations based on the fuzzy logic theory	8
Development of a cumulative prospect theory-based departure time choice model for dynamic traffic microsimulation	8
Extending CloudSim to simulate sensor networks	7
Development of the parallel and distributed simulation field	7
Overlapping shifts to improve patient safety and patient flow in emergency departments	7
Implementation of 802.11ax and cell-free massive MIMO scenario for 6G wireless network analysis extending OMNeT++ simulator	7
Passenger flow bottleneck decongestion in subway stations: a simulation study	7
Proposal of a module-driven architecture for building simulation models devoted to container terminals: dilemmas in applying generic, flexible, and modular principles	7
Design of experiment and simulation approach for analyzing automated guided vehicle performance indicators in a production line	7
Modeling and simulation to improve patient admission process: a case study in an educational and treatment hospital	7
The use and effectiveness of high-fidelity simulation in health professions education: current update	7
Combining simulation and reinforcement learning to reduce food waste in food retail	6
A comparison of variance reduction techniques in the simulation of a retrial M/M/1/K queue	6
Numerically robust co-simulation using transmission line modeling and the Functional Mock-up Interface	6
Defining hybrid hierarchical models in πHYFLOW	6
Research on co-simulation of multi-resolution models based on HLA	6
The role of crowd behavior and cooperation strategies during evacuation	6
Development of deep-learning models for a hybrid simulation of auscultation training on standard patients using an ECG-based virtual pathology stethoscope	6
Toward a digital twin of a robot workcell: standards and methods	6
Fluid initialization and dynamic window for smoothed-particle hydrodynamics simulation	6
Integrated analysis of employee cooperation and conflict behaviors in the context of digital technology	6
Dynamics inventory decisions in perishable supply chain considering sudden change in demand and risk attitude	6
Super-resolution of low-fidelity flow solutions via generative adversarial networks	5
Have we reached satisfactory methodologies to approach the subjectivity in driver-in-the-loop simulators? A systematic review	5
Development of an agent-based model incorporating Function–Behavior–Structure framework to enable systems engineering design process evaluation	5
Modeling and simulation for software-intensive systems: from IoT to digital twins	5
Smooth particle hydrodynamics: a meshless approach for structural mechanics	5
Simulation in engineering education: The transition from physical experimentation to digital immersive simulated environments	5
Study on the mud swimming motion of Paramisgurnus dabryanus	5
Effective numerical simulations of synchronous generator system	5
Automated discovery of candidate simulation models for steering behavior simulation	5
Corrigendum to “Effective numerical simulations of synchronous generator system”	5
Bi-objective simulation-based optimization for real-time coordinated ramp metering under traffic demand uncertainty	5
A methodological approach for modeling the spread of disease using geographical discrete-event spatial models	5
A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport	5
Simulation-driven engineering for the management of harmful algal and cyanobacterial blooms	4
A simulation-based optimization approach for multi-objective runway operations scheduling	4
Simulation modeling assessment and improvement of a COVID-19 mass vaccination center operations	4
Numerical simulation research on safe dam construction in wind environments	4
Reinforcement-learning-based optimal trading in a simulated futures market with heterogeneous agents	4
A simulation model for resource allocation in port towage services	4
A network-based simulation framework for robustness assessment of accessibility in healthcare systems with the consideration of cascade failures	4
A mesoscale approach to simulate residual deformations in complex laser welding processes	4
Research on early runway incursion warning based on Petri net	4

Airport evacuation under panic conditions: a microsimulation modeling applied at Ottawa International Airport	4
An Integrated Stribeck Friction Model: analysis, simulation, and comparison with Dahl and LuGre	4
Modeling and simulation for delay estimation of a generic packet transferred in a satellite data network	4
An improved passenger flow simulation method of urban rail transit based on adaptive social force model and bounded rational path decision mechanism	4
A multi-criteria decision analysis of implanted biomedical device antenna: electro-thermal simulation, design, and data analysis	4
Mitigating the negative impact of new buildings on existing buildings’ user comfort—a case study analysis	4
Simulation of disequilibrium and chaos in aggregates of disposable income, wealth, and consumption in EU macroeconomics using nonlinear dynamic analysis	4
The role of latent representations for design space exploration of floorplans	4
An open-source simulation platform for benchmarking geo-distributed data center schedulers	3
A Wasserstein distance-based double-bootstrap method for comparing spatial simulation output	3
Modeler in a box: how can large language models aid in the simulation modeling process?	3
Network performance estimator with applications to route selection for IoT multimedia applications	3
Data assimilation for online model calibration in discrete event simulation	3
Analysis of the employment status of Iranian public universities graduates and the governmental policy using system dynamics approach	3
STL4IoT: a statechart template library for IoT system design	3
Mixed modeling approach for efficient simulation of single-phase PWM inverters	3
Evaluating spatiotemporal speed metrics for traffic state estimation on complex urban roads	3
Factors that drive market share and the oligopolistic character of cross-border B2C e-commerce: an agent-based scenario-analysis approach	3
Leveraging genetic algorithms and system dynamics for effective multi-objective policy optimization: a case study on the broadcasting industry	3
Location and hierarchical allocation disaster with combined ε-constraint and simulation-based optimization approach	3
In silico analysis of optimum photon energy spectra and beam parameters for iodine nanoparticle–aided orthovoltage radiation therapy of brain tumors	3
An intelligent model selection method based on graph representation learning	3
Special Issue: Simulation for crisis and disaster management	3
PySPN: a Python library for stochastic Petri net modeling, simulation, and event log generation	3
When to announce the queueing information for bounded rationality customers: a discrete-event–based simulation model	3
Research on the construction method and electromagnetic analysis of an innovative finite-element model of human head	3
HLA-based time management and synchronization framework for lean manufacturing tools evaluation	3
High-performance computing activities in the Ibero American region	3
Integrating AI and DTs: challenges and opportunities in railway maintenance application and beyond	2
Reliability optimization through soft digital twins	2
Evolution of employee opinion in a crowdsourcing logistics company: a catastrophe-embedded RA model	2
Discrete-event simulation of continuous-time systems: evolution and state of the art of quantized state system methods	2
Electronic packaging cabinets simplified modeling, simulation, and experimental validation for systems engineering	2
Reachability analysis of FMI models using data-driven dynamic sensitivity	2
Model development and parameter calibration of a combined-cycle power generation unit via metaheuristic optimization techniques	2
Simulation study on the influence of wheel irregularity on the vertical dynamics of wheel–rail interaction for high-speed railway track using bond graph	2
A framework for modeling human behavior in large-scale agent-based epidemic simulations	2
DTUAV: a novel cloud–based digital twin system for unmanned aerial vehicles	2
Enabling massively parallel, ad hoc exploration of the design space for simulation models within a serverless environment	2
Bus bunching simulation based on the lattice Boltzmann model of traffic flow	2
100 volumes of SIMULATION—20 years of DEVS research	2
Simulation of cloud-based blood supply chain: a system dynamics approach	2
Numerical simulation of the movement of the water surface with macroscopic particles during a partial dam break for various complex reliefs	2
Simulation optimization of failure-prone manufacturing systems considering reliability-centered maintenance and defective items return	2
Integrating I-DEVS and schedulability methods for analyzing real-time systems constraints	2
A knowledge interchange broker composition modeling framework for simulating water, energy, and water-energy nexus systems	2
Special issue: Distributed and real-time simulation of next-generation complex systems	2
From modeling and simulation to Digital Twin: evolution or revolution?	2
Analysis on the evolution of frost heaving pressure of penetrating crack considering water content and migration	2
Reliability modeling and simulation: advancements with data-driven techniques and expert knowledge integration	2
Searching for adoption of electric vehicles to our modern life: a discrete event simulation analysis	2
Formalizing a framework of inference capabilities for Digital Twin engineering	2
Agent-based simulation of citizens’ satisfaction in smart cities	2
Enhancing energy efficiency in urban rail transit systems through multiscale multiagent cooperative evolution simulation	2
Design and implementation of a real-time simulation platform for embedded applications on general-purpose operating systems	2
Modeling of drill string dynamics in directional wells for real-time simulation	2
Computerized agents versus human agents in finding core coalition in glove games	2