OOIR: Observatory of International Research

Papers

(The TQCC of Simulation Modelling Practice and Theory is 11. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Modeling and simulation of L-shaped merging behavior incorporating behavioral characteristic lines	110
An improved CA model for evacuation simulation in super high-rise buildings: Considering evacuees’ rest on refuge floors and preference for taking evacuation elevators	92
PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering	69
Exploiting double-flank roll testing spur gear measurements to determine gear parameter deviations through numerical simulation of free-form meshing gears	68
A Petri Net-based framework for modeling and simulation of resource scheduling policies in Edge Cloud Continuum	67
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means	67
A framework for prototyping Distributed Cyber–Physical Systems with reference nets	57
Optimizing mix of heterogeneous buses and chargers in electric bus scheduling problems	52
Toward dynamic regulation of bidirectional automatic fare gates: A macro-to-micro simulation approach	51
A novel energy-efficient and cost-effective task offloading approach for UAV-enabled MEC with LEO enhancement in Internet of Remote Things networks	49
An obstacle avoidance approach for UAV path planning	47
A study on blasting response of rock mass considering in-situ stress and joint inclination	47
Numerical simulation of rock mass blasting vibration using particle flow code and particle expansion loading algorithm	46
Editorial Board	45
Integrated simulation and optimization framework for quantitative analysis of near-face stockpile mining	45
Guest Editors’ Introduction on Cloud and Fog Computing for Real-Time IoT Applications	43
Output characteristics of none-series compensated inductive wireless power transfer link operating at load-independent-voltage-output frequency	43
Modeling and simulation for designing a line walking chameleon-like legged robot	39
An integrated optimization method to task scheduling and VM placement for green datacenters	38
Adaptivity in multi-level traffic simulation using experimental frames	38
Maximizing profitability through cloud-enabled Reinforcement Learning for UAV coverage in real-time e-business applications	38
Optimization of Veno parameter based on stochastic approximation: OVeno	36
Informed simulation for dynamic path finding in human-operated container terminals	36
Blockchain and deep learning based trust management for Internet of Vehicles	36
A multi-physics coupling analysis to predict stress corrosion characteristics of wires in rope under wear damage	34

SUMMIT: A multi-modal agent-based co-simulation of urban public transport with applications in contingency planning	34
A cybersecurity assessment framework for virtual operational technology in power system automation	33
Coupled simulation-optimization model for pedestrian evacuation guidance planning	32
Simulation of induced flyrock due to open-pit blasting using the PCA-CART hybrid modeling	32
Energy-efficient IoT routing based on a new optimizer	32
Enhanced efficient outlier detection and classification approach for WSNs	32
Study crowd following behaviors with dynamic groups	31
Insights into the metal cutting contact zone through automation and multivariate regression modelling under the framework of gear skiving	31
FluidMLP: A general method for learning Lagrangian fluid simulation	30
Data correlation and fuzzy inference system-based data replication in federated cloud systems	30
Modelling argumentation in short text: A case of social media debate	30
Editorial Board	29
Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach	29
Evaluation of the roll elastic deformation and thermal expansion effects on the dimensional precision of flat ring rolling products: A numerical investigation	29
Zone-based stable and secure clustering technique for VANETs	29
Erratum: [Impact of connected and autonomous vehicles on traffic efficiency and safety of an on-ramp, Simulation Modelling Practice and Theory 113 (2021) 102374]	28
Editorial Board	27
Why it does not work? Metaheuristic task allocation approaches in Fog-enabled Internet of Drones	26
Real-time crowd formation control in virtual scenes	26
Building the road network for city-scale active transport simulation models	26
Peridynamic modeling of rock cutting under a TBM disc cutter using LS-DYNA	26
Machine learning-based detection of the man-in-the-middle attack in the physical layer of 5G networks	25
Trie and LOUDS hybrid model for efficient e-commerce processing in cloud environment	24
Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions	24
An executable domain-specific modeling language for simulating organizational auction-based coordination strategies for crisis response	23
Evacuation Optimization of a Typical Multi-exit Subway Station: Overall partition and local railing	23
Empirical investigation of factors influencing function as a service performance in different cloud/edge system setups	23
BRAVE: Benefit-aware data offloading in UAV edge computing using multi-agent reinforcement learning	23
Mesoscopic V2X simulation framework to enhance simulation performance	23
An iterative method to improve the calibration accuracy of flat-joint models: Catch-up penalty algorithm	22
Discrete element modelling of water diffusion and softening characteristics in rocks	22
Active learning confidence measures for coupling strategies in digital twins integrating simulation and data-driven submodels	22
An iterative surrogate-based optimization approach for multi-server queuing system design	21
B2RAM: Design and practical implementation of a secured information management framework for dynamic resource allocation using a novel 2-Tier blockchain model	21
Simulation-based time-efficient and energy-efficient performance analysis of an overhead robotic compact storage and retrieval system	20
Modeling and optimizing micro-service based cloud elastic management system	20
A modular configuration-based rapid verification and validation framework combining analytical and simulation methods for intelligent manufacturing systems	20
Telemetry-aided cooperative multi-agent online reinforcement learning for DAG task scheduling in computing power networks	20
Development and analysis of priority decision rules using MCDM approach for a flexible job shop scheduling: A simulation study	20
A dynamic simulation framework based on hybrid modeling paradigm for parallel scheduling systems in warehouses	20
Experimental and numerical modal analysis of an unmanned aerial vehicle's composite wing	20
A multi-agent simulator for generating novelty in monopoly	19
A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system	19
Research on computing offloading strategy based on Genetic Ant Colony fusion algorithm	19
Evaluation of operation cost and energy consumption of ports: comparative study on different container terminal layouts	19
Real-time evacuation route optimization in the fire scenarios of cruise ships	19
A multi-method simulation model to investigate the impact of sunflower seed segregation on silos	18
Geospatial complex event processing in smart city applications	18
Microstrip patch antenna design, simulation and fabrication for 5G applications	18
New insights on the downward evacuation speed on long-distance stairs by experiment and modelling	18

Editorial Board	18
A simulation and control framework for AGV based transport systems	18
Functional and Performance Analysis of Discrete Event Network Simulation Tools	18
Editorial Board	18
Simulation optimization for parcel hub scheduling problem in closed-loop sortation system with shortcuts	17
Topology Rewiring Strategies to construct robust scale-free medical Internet of Things Networks	17
Exploring cost-efficient bundling in a multi-cloud environment	17
Simulation of leakage flow through dynamic sealing gaps in hydraulic percussion units using a co-simulation approach	17
Simulation-based analytics: A systematic literature review	16
Integration of machine learning and simulation for dynamic rescheduling in truck appointment systems	16
Performance analysis and selection of wavelength channels based on the FWM effect influence in optical DWDM systems	15
Real-time agent-based crowd simulation with the Reversible Jump Unscented Kalman Filter	15
An improved parallel scheduling algorithm for periodic directed acyclic graphs	15
Improvement and performance analysis of constitutive model for rock blasting damage simulation	15
An integrated framework for Multi-AMR based CL-CBS and MPC-APF in warehousing scenario	15
Security-enabled optimal placement of drone-assisted intelligent transportation systems in mission-critical zones	15
Coordinated perimeter control of urban road network based on traffic carrying capacity model	15
Centralized controller design for voltage estimation error constrained in islanded DC-microgrids: Kalman Filtering Method	15
Inventory policy for postponement strategy in the semiconductor industry with a die bank	15
A discrete event simulator to implement deep reinforcement learning for the dynamic flexible job shop scheduling problem	15
Non-Newtonian fluid simulation and reconstruction from monocular videos	14
HTSA: A novel hybrid task scheduling algorithm for heterogeneous cloud computing environment	14
Multi-objective optimization for scientific workflow scheduling based on Performance-to-Power Ratio in fog–cloud environments	14
A simulation task partition method based on cloud computing resource prediction using ensemble learning	14
An Environment for Developing Simulatable AADL-DEVS Models	14
Modeling and simulation of a novel secure quantum key distribution (SQKD) for ensuring data security in cloud environment	14
A unified cloud-enabled discrete event parallel and distributed simulation architecture	14
Survey of CPU and memory simulators in computer architecture: A comprehensive analysis including compiler integration and emerging technology applications	14
The Bevel Local Slope Approach: A method for mesh stiffness estimation in spur, helical and spiral bevel gears	14
Testbed based analysis of Linux queue disciplines over Internet traffic mix	14
Additive manufacturing integration in E-commerce supply chain network to improve resilience and competitiveness	14
A data-driven agent-based simulation of the public bicycle-sharing system in Sejong city	13
An agent-based simulator for quantifying the cost of uncertainty in production systems	13
A multi-objective deep reinforcement learning algorithm for spatio-temporal latency optimization in mobile IoT-enabled edge computing networks	13
An artefact-based workflow for finite element simulation studies	13
An intelligent edge-enabled distributed multi-task learning architecture for large-scale IoT-based cyber–physical systems	13
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation	13
The impact of preschool children requiring adult assistance on evacuation efficiency	13
About the impact on gravity cast salt cores in high pressure die casting and rheocasting	13
Integration of CFD simulated abrasive waterjet flow dynamics with the material removal model for kerf geometry prediction in overlapped erosion on Ti-6Al-4V alloy	12
Optimizing IoMT network performance using gateway placement	12
A Neural Network Approach for Roughness-Dependent Update of Tyre Friction	12
Edge-computing-enabled hybrid and multi-objective geographic routing for mesh IoT networks: An IMOGWO-based approach	12
Adaptive offloading scheme of fine-grained tasks based on reinforcement learning in multi-access edge computing	12
Simulation of pedestrian interaction with autonomous vehicles via social force model	12
Impact of communication performance measures for the Internet of Vehicles in an intersection scenario	12
Multi-dimensional optimization for collaborative task scheduling in cloud-edge-end system	12
A credibility evaluation method for digital twin based on improved evidence theory	12
Analysis of oil capture characteristics and global sensitivity of radial oil scoops with different blade radius differences for high-speed bearings	12
Latency-aware placement of vehicular metaverses using virtual network functions	12
PPDF-FedTMI: A Federated Learning-based Transport Mode Inference Model with Privacy-Preserving Data Fusion	12
Simulation–optimization configurations for real-time decision-making in fugitive interception	12
Modelling and simulation of interaction forces in tugboat-assisted docking of large marine vessels	12
Deep learning method based on autoencoder neural network applied to faults detection and diagnosis of photovoltaic system	12
A real-time path planning for reducing vehicles traveling time in cooperative-intelligent transportation systems	12
3D Finite element modeling of wear effects in the punching process	12
Investigation on cutting resistance characteristic of bucket wheel excavator using DEM and DOE methods	12
An Improved Gateway-Based Energy-Aware Multi-Hop Routing Protocol for Enhancing Lifetime and Throughput in Heterogeneous WSNs	12
Robust optimization for functional multiresponse in 3D printing process	11
Graph-based convolution feature aggregation for retinal vessel segmentation	11
Enhancing evacuation efficiency: Investigating how luggage influences exit strategies and crowd dynamics	11
Enhanced flame detection in virtual tunnels using DEV-YOLOv8 and digital twin systems	11
Advancing the concept of cybersecurity as a public good	11
A co-simulation system that integrates MATSim with a set of external fleet simulations	11
A novel framework for verification and validation of simulations of autonomous robots	11
Analysis of step-path failure mechanisms in rock slopes with en-echelon joints based on FDEM simulation	11
Harnessing coloured Petri nets to enhance machine learning:A simulation-based method for healthcare and beyond	11
A multilane traffic and collision generator for IoV	11
Metamodel-based simulation optimization: A systematic literature review	11
iPlugie: Intelligent electric vehicle charging in buildings with grid-connected intermittent energy resources	11
MASS-GT: An empirical model for the simulation of freight policies	11
3D vision object detection for autonomous driving in fog using LiDaR	11
Optimizing total passenger waiting time in an urban rail network: A passenger flow guidance strategy based on a multi-agent simulation approach	11
Modelling and simulation of photovoltaic system using hybrid improved shuffled frog leaping algorithm -Fuzzy controller under partial shaded condition	11