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 2022-05-01 to 2026-05-01.)

Article	Citations
Agent-based epidemics simulation to compare and explain screening and vaccination prioritization strategies	31
Race conditions and data partitioning: risks posed by common errors to reproducible parallel simulations	29
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
Interactive route choice and prescriptive information on degradable network	18
Effects of workload on medication administration errors in nursing: an analysis based on system dynamics modeling	17
Modeling and interactive simulation of measures against infection transmission	16
Special issue: Recent advances in simulation for architecture and urban design	16
Composable digital twins on Digital Twin as a Service platform	15
Reliability Modeling and Simulation	14
Resilience of connected and autonomous vehicles to cyber–physical disruptions	13
A logic-based event controller for means-end reasoning in simulation environments	12
Multi-domain modeling of environment and ecosystem of virtual off-road scenes for simulating ground vehicle autonomy	11
Synchronous speculative simulation of tightly coupled agents in continuous time on CPUs and GPUs	11
On simulation reuse in healthcare applications	11
Simulation on dynamic passive control of structures using corrugated viscoelastic damping treatments	11
SynBPS: a parametric simulation framework for the generation of event-log data	11
Examining the impacts of military expenditures on economic productivity: a system dynamics approach	11
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
Stair/escalator/elevator selection behavior of passengers in subway stations based on the fuzzy logic theory	10
Freeway work zone effects on vehicular fuel consumption explored by a four-lane model	10
Special Issue: Engineering of Dependable Digital Twins	10
Integrative physiology-coupled pilot-centered flight simulation	9
Modeling staged and simultaneous evacuation during a volcanic crisis of La Soufrière of Guadeloupe (France)	9

Low-latency GNSS multipath simulation and building wall detection in urban environments	9
Comparative analysis of machine learning–based scheduling schemes for uplink 5G communications system	9
Benchmarking quantum computing statevector simulators on high-performance computing	9
Traffic operation analysis for underground and ground roads using microscopic traffic simulation	9
100 Volumes of SIMULATION	8
A grid-shaped cellular modeling approach for wireless sensor networks	8
The use and effectiveness of high-fidelity simulation in health professions education: current update	8
Virtual reality–based simulation for assessing building fire safety design	8
Passenger flow bottleneck decongestion in subway stations: a simulation study	8
Overlapping shifts to improve patient safety and patient flow in emergency departments	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
Hybrid resource allocation control in cyber-physical systems: a novel simulation-driven methodology with applications to UAVs	8
Development of a cumulative prospect theory-based departure time choice model for dynamic traffic microsimulation	8
Proposal of a module-driven architecture for building simulation models devoted to container terminals: dilemmas in applying generic, flexible, and modular principles	8
Implementation of 802.11ax and cell-free massive MIMO scenario for 6G wireless network analysis extending OMNeT++ simulator	7
Development of the parallel and distributed simulation field	7
Extending CloudSim to simulate sensor networks	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
Integrated analysis of employee cooperation and conflict behaviors in the context of digital technology	7
A comparison of variance reduction techniques in the simulation of a retrial M/M/1/K queue	6
Combining simulation and reinforcement learning to reduce food waste in food retail	6
Toward a digital twin of a robot workcell: standards and methods	6
Have we reached satisfactory methodologies to approach the subjectivity in driver-in-the-loop simulators? A systematic review	6
Defining hybrid hierarchical models in πHYFLOW	6
Research on co-simulation of multi-resolution models based on HLA	6
Dynamics inventory decisions in perishable supply chain considering sudden change in demand and risk attitude	6
Fluid initialization and dynamic window for smoothed-particle hydrodynamics simulation	6
Development of deep-learning models for a hybrid simulation of auscultation training on standard patients using an ECG-based virtual pathology stethoscope	6
Numerically robust co-simulation using transmission line modeling and the Functional Mock-up Interface	6
Adapting parallel DEVS semantics to FMI 3.0 co-simulation using synchronous clocks	6
Development of an agent-based model incorporating Function–Behavior–Structure framework to enable systems engineering design process evaluation	6
A simulation-driven methodology to optimize cloud-edge computing for scalable heterogeneous systems	5
Simulation in engineering education: The transition from physical experimentation to digital immersive simulated environments	5
An improved passenger flow simulation method of urban rail transit based on adaptive social force model and bounded rational path decision mechanism	5
Effective numerical simulations of synchronous generator system	5
Automated discovery of candidate simulation models for steering behavior simulation	5
A methodological approach for modeling the spread of disease using geographical discrete-event spatial models	5
A novel mathematical model for heart disease with time delay	5
A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport	5
Modeling and simulation for software-intensive systems: from IoT to digital twins	5
Smooth particle hydrodynamics: a meshless approach for structural mechanics	5
Data assimilation for online model calibration in discrete event simulation	4
Airport evacuation under panic conditions: a microsimulation modeling applied at Ottawa International Airport	4
Bi-objective simulation-based optimization for real-time coordinated ramp metering under traffic demand uncertainty	4
Simulation modeling assessment and improvement of a COVID-19 mass vaccination center operations	4
Simulation-driven engineering for the management of harmful algal and cyanobacterial blooms	4
Simulation of disequilibrium and chaos in aggregates of disposable income, wealth, and consumption in EU macroeconomics using nonlinear dynamic analysis	4
Mitigating the negative impact of new buildings on existing buildings’ user comfort—a case study analysis	4
The role of latent representations for design space exploration of floorplans	4

Corrigendum to “Effective numerical simulations of synchronous generator system”	4
A mesoscale approach to simulate residual deformations in complex laser welding processes	4
A simulation-based optimization approach for multi-objective runway operations scheduling	4
A multi-criteria decision analysis of implanted biomedical device antenna: electro-thermal simulation, design, and data analysis	4
Research on early runway incursion warning based on Petri net	4
Leveraging genetic algorithms and system dynamics for effective multi-objective policy optimization: a case study on the broadcasting industry	4
Research on the construction method and electromagnetic analysis of an innovative finite-element model of human head	4
A network-based simulation framework for robustness assessment of accessibility in healthcare systems with the consideration of cascade failures	4
Modeling and simulation for delay estimation of a generic packet transferred in a satellite data network	4
Application of non-cooperative game theory in analyzing a potential DoS on autonomous vehicular network	4
A simulation model for resource allocation in port towage services	4
Numerical simulation research on safe dam construction in wind environments	4
From modeling and simulation to Digital Twin: evolution or revolution?	3
Mixed modeling approach for efficient simulation of single-phase PWM inverters	3
Network performance estimator with applications to route selection for IoT multimedia applications	3
An intelligent model selection method based on graph representation learning	3
Special issue: Distributed and real-time simulation of next-generation complex systems	3
An open-source simulation platform for benchmarking geo-distributed data center schedulers	3
Analysis of the employment status of Iranian public universities graduates and the governmental policy using system dynamics approach	3
Modeling of drill string dynamics in directional wells for real-time simulation	3
DTUAV: a novel cloud–based digital twin system for unmanned aerial vehicles	3
Modeler in a box: how can large language models aid in the simulation modeling process?	3
High-performance computing activities in the Ibero American region	3
HLA-based time management and synchronization framework for lean manufacturing tools evaluation	3
An Integrated Stribeck Friction Model: analysis, simulation, and comparison with Dahl and LuGre	3
STL4IoT: a statechart template library for IoT system design	3
PySPN: a Python library for stochastic Petri net modeling, simulation, and event log generation	3
A framework for modeling human behavior in large-scale agent-based epidemic simulations	3
Analysis on the evolution of frost heaving pressure of penetrating crack considering water content and migration	3
Integrating AI and DTs: challenges and opportunities in railway maintenance application and beyond	3
Special Issue: Simulation for crisis and disaster management	3
Factors that drive market share and the oligopolistic character of cross-border B2C e-commerce: an agent-based scenario-analysis approach	3
In silico analysis of optimum photon energy spectra and beam parameters for iodine nanoparticle–aided orthovoltage radiation therapy of brain tumors	3
When to announce the queueing information for bounded rationality customers: a discrete-event–based simulation model	3
A Wasserstein distance-based double-bootstrap method for comparing spatial simulation output	3
Evaluating spatiotemporal speed metrics for traffic state estimation on complex urban roads	3
Computerized agents versus human agents in finding core coalition in glove games	3
A knowledge interchange broker composition modeling framework for simulating water, energy, and water-energy nexus systems	3
An agent architecture for expressive spatial knowledge and reasoning in land use modeling and simulations	2
Simulation-based layout optimization for steel logistics parks using discrete event modeling	2
100 volumes of SIMULATION—20 years of DEVS research	2
Simulation optimization of failure-prone manufacturing systems considering reliability-centered maintenance and defective items return	2
Design and implementation of a real-time simulation platform for embedded applications on general-purpose operating systems	2
Numerical simulation of the movement of the water surface with macroscopic particles during a partial dam break for various complex reliefs	2
Reliability optimization through soft digital twins	2
Model development and parameter calibration of a combined-cycle power generation unit via metaheuristic optimization techniques	2
Special Issue: On editing 100 volumes of SIMULATION	2
Particle filter–based data assimilation in dynamic data-driven simulation: sensitivity analysis of three critical experimental conditions	2
Bus bunching simulation based on the lattice Boltzmann model of traffic flow	2
Data-driven reliability assessment of manufacturing systems using process mining	2
Adaptive hybrid reasoning for agent-based digital twins of distributed multi-robot systems	2
Simulation of cloud-based blood supply chain: a system dynamics approach	2
Simulation tools and techniques for current society challenges	2
Integrating I-DEVS and schedulability methods for analyzing real-time systems constraints	2
Enabling massively parallel, ad hoc exploration of the design space for simulation models within a serverless environment	2
Enhancing energy efficiency in urban rail transit systems through multiscale multiagent cooperative evolution simulation	2
Gas dispersion and non-uniform explosion characteristics in large dining venues: numerical simulation and experimental validation	2
Discrete-event simulation of continuous-time systems: evolution and state of the art of quantized state system methods	2
In Memoriam	2
Searching for adoption of electric vehicles to our modern life: a discrete event simulation analysis	2
Agent-based simulation of citizens’ satisfaction in smart cities	2
Reachability analysis of FMI models using data-driven dynamic sensitivity	2
Reliability modeling and simulation: advancements with data-driven techniques and expert knowledge integration	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
Formalizing a framework of inference capabilities for Digital Twin engineering	2
A novel object-oriented Petri net framework with logic programming for discrete and continuous event simulations	2