OOIR: Observatory of International Research

Papers

(The TQCC of Simulation Modelling Practice and Theory is 12. 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
Modeling and simulation of L-shaped merging behavior incorporating behavioral characteristic lines	117
A graph-based laser path solver algorithm for virtual reality laboratory simulations	96
An obstacle avoidance approach for UAV path planning	73
A Petri Net-based framework for modeling and simulation of resource scheduling policies in Edge Cloud Continuum	72
A novel energy-efficient and cost-effective task offloading approach for UAV-enabled MEC with LEO enhancement in Internet of Remote Things networks	68
Exploiting double-flank roll testing spur gear measurements to determine gear parameter deviations through numerical simulation of free-form meshing gears	60
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means	52
Optimizing mix of heterogeneous buses and chargers in electric bus scheduling problems	52
PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering	51
Numerical simulation of rock mass blasting vibration using particle flow code and particle expansion loading algorithm	50
A framework for prototyping Distributed Cyber–Physical Systems with reference nets	50
An improved CA model for evacuation simulation in super high-rise buildings: Considering evacuees’ rest on refuge floors and preference for taking evacuation elevators	49
A study on blasting response of rock mass considering in-situ stress and joint inclination	48
Toward dynamic regulation of bidirectional automatic fare gates: A macro-to-micro simulation approach	45
Maximizing profitability through cloud-enabled Reinforcement Learning for UAV coverage in real-time e-business applications	44
Optimization of Veno parameter based on stochastic approximation: OVeno	44
Study crowd following behaviors with dynamic groups	43
A novel open-source framework for performing TSN schedules	40
Guest Editors’ Introduction on Cloud and Fog Computing for Real-Time IoT Applications	40
Machine learning methods in microscopic pedestrian and evacuation dynamics simulation: a comparative study	39
Output characteristics of none-series compensated inductive wireless power transfer link operating at load-independent-voltage-output frequency	38
Editorial Board	38
Geological carbon dioxide storage and subsurface rock mechanics—geomechanical risks, modelling practices, and risk mitigation strategies	38
Modeling and simulation for designing a line walking chameleon-like legged robot	37
Blockchain and deep learning based trust management for Internet of Vehicles	37

Enhanced efficient outlier detection and classification approach for WSNs	37
Informed simulation for dynamic path finding in human-operated container terminals	37
Integrated simulation and optimization framework for quantitative analysis of near-face stockpile mining	35
Adaptivity in multi-level traffic simulation using experimental frames	35
SUMMIT: A multi-modal agent-based co-simulation of urban public transport with applications in contingency planning	34
Energy-efficient IoT routing based on a new optimizer	34
An integrated optimization method to task scheduling and VM placement for green datacenters	33
Simulation of induced flyrock due to open-pit blasting using the PCA-CART hybrid modeling	32
Insights into the metal cutting contact zone through automation and multivariate regression modelling under the framework of gear skiving	32
Coupled simulation-optimization model for pedestrian evacuation guidance planning	31
A multi-physics coupling analysis to predict stress corrosion characteristics of wires in rope under wear damage	30
A cybersecurity assessment framework for virtual operational technology in power system automation	30
Study on the evolution mechanism of three-dimensional fracture networks in rock induced by CO2 fracturing tube blasting	29
Analysis and optimizations of PMI and rank selection algorithms for 5G NR	29
Trie and LOUDS hybrid model for efficient e-commerce processing in cloud environment	29
Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach	29
Machine learning-based detection of the man-in-the-middle attack in the physical layer of 5G networks	27
BRAVE: Benefit-aware data offloading in UAV edge computing using multi-agent reinforcement learning	27
Why it does not work? Metaheuristic task allocation approaches in Fog-enabled Internet of Drones	27
Editorial Board	26
Zone-based stable and secure clustering technique for VANETs	26
Erratum: [Impact of connected and autonomous vehicles on traffic efficiency and safety of an on-ramp, Simulation Modelling Practice and Theory 113 (2021) 102374]	26
Building the road network for city-scale active transport simulation models	26
Modelling argumentation in short text: A case of social media debate	25
FluidMLP: A general method for learning Lagrangian fluid simulation	24
Editorial Board	24
Evacuation Optimization of a Typical Multi-exit Subway Station: Overall partition and local railing	23
Evaluation of the roll elastic deformation and thermal expansion effects on the dimensional precision of flat ring rolling products: A numerical investigation	23
Peridynamic modeling of rock cutting under a TBM disc cutter using LS-DYNA	23
Data correlation and fuzzy inference system-based data replication in federated cloud systems	23
Real-time crowd formation control in virtual scenes	23
Active learning confidence measures for coupling strategies in digital twins integrating simulation and data-driven submodels	22
B2RAM: Design and practical implementation of a secured information management framework for dynamic resource allocation using a novel 2-Tier blockchain model	22
Discrete element modelling of water diffusion and softening characteristics in rocks	22
A modular configuration-based rapid verification and validation framework combining analytical and simulation methods for intelligent manufacturing systems	21
A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system	21
Simulation-based time-efficient and energy-efficient performance analysis of an overhead robotic compact storage and retrieval system	21
A dynamic simulation framework based on hybrid modeling paradigm for parallel scheduling systems in warehouses	21
Research on computing offloading strategy based on Genetic Ant Colony fusion algorithm	21
An iterative method to improve the calibration accuracy of flat-joint models: Catch-up penalty algorithm	21
Development and analysis of priority decision rules using MCDM approach for a flexible job shop scheduling: A simulation study	21
Modeling and optimizing micro-service based cloud elastic management system	20
Empirical investigation of factors influencing function as a service performance in different cloud/edge system setups	20
A multi-agent simulator for generating novelty in monopoly	20
Telemetry-aided cooperative multi-agent online reinforcement learning for DAG task scheduling in computing power networks	20
An executable domain-specific modeling language for simulating organizational auction-based coordination strategies for crisis response	20
An iterative surrogate-based optimization approach for multi-server queuing system design	19
Microstrip patch antenna design, simulation and fabrication for 5G applications	19
Mesoscopic V2X simulation framework to enhance simulation performance	19
Experimental and numerical modal analysis of an unmanned aerial vehicle's composite wing	19

Topology Rewiring Strategies to construct robust scale-free medical Internet of Things Networks	18
New insights on the downward evacuation speed on long-distance stairs by experiment and modelling	18
MBMRF: A modified bidirectional IPv6 multicast protocol with mixed upward and downward forwarding for TSCH-enabled WSANs	18
Evaluation of operation cost and energy consumption of ports: comparative study on different container terminal layouts	18
Simulation-based analytics: A systematic literature review	18
An integrated framework for Multi-AMR based CL-CBS and MPC-APF in warehousing scenario	18
Real-time evacuation route optimization in the fire scenarios of cruise ships	18
Improvement and performance analysis of constitutive model for rock blasting damage simulation	17
A multi-method simulation model to investigate the impact of sunflower seed segregation on silos	17
Simulation optimization for parcel hub scheduling problem in closed-loop sortation system with shortcuts	17
Editorial Board	17
Integration of machine learning and simulation for dynamic rescheduling in truck appointment systems	17
A discrete event simulator to implement deep reinforcement learning for the dynamic flexible job shop scheduling problem	17
Functional and Performance Analysis of Discrete Event Network Simulation Tools	17
A simulation and control framework for AGV based transport systems	16
Geospatial complex event processing in smart city applications	16
Security-enabled optimal placement of drone-assisted intelligent transportation systems in mission-critical zones	16
Performance analysis and selection of wavelength channels based on the FWM effect influence in optical DWDM systems	16
An improved parallel scheduling algorithm for periodic directed acyclic graphs	16
Centralized controller design for voltage estimation error constrained in islanded DC-microgrids: Kalman Filtering Method	16
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation	15
Multi-objective optimization for scientific workflow scheduling based on Performance-to-Power Ratio in fog–cloud environments	15
Real-time agent-based crowd simulation with the Reversible Jump Unscented Kalman Filter	15
Inventory policy for postponement strategy in the semiconductor industry with a die bank	15
HTSA: A novel hybrid task scheduling algorithm for heterogeneous cloud computing environment	15
A simulation task partition method based on cloud computing resource prediction using ensemble learning	15
Coordinated perimeter control of urban road network based on traffic carrying capacity model	15
Modeling and simulation of a novel secure quantum key distribution (SQKD) for ensuring data security in cloud environment	15
Survey of CPU and memory simulators in computer architecture: A comprehensive analysis including compiler integration and emerging technology applications	15
The Bevel Local Slope Approach: A method for mesh stiffness estimation in spur, helical and spiral bevel gears	15
Testbed based analysis of Linux queue disciplines over Internet traffic mix	15
Non-Newtonian fluid simulation and reconstruction from monocular videos	15
An Environment for Developing Simulatable AADL-DEVS Models	15
Bearing compound fault diagnosis considering the fusion fragment data and multi-head attention mechanism considering the actual variable working conditions	15
A unified cloud-enabled discrete event parallel and distributed simulation architecture	15
Additive manufacturing integration in E-commerce supply chain network to improve resilience and competitiveness	14
A credibility evaluation method for digital twin based on improved evidence theory	14
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	14
Optimizing IoMT network performance using gateway placement	14
The impact of preschool children requiring adult assistance on evacuation efficiency	14
Multi-dimensional optimization for collaborative task scheduling in cloud-edge-end system	14
Deep learning method based on autoencoder neural network applied to faults detection and diagnosis of photovoltaic system	14
Edge-computing-enabled hybrid and multi-objective geographic routing for mesh IoT networks: An IMOGWO-based approach	14
A multi-objective deep reinforcement learning algorithm for spatio-temporal latency optimization in mobile IoT-enabled edge computing networks	14
Simulating optimal flood evacuation using heuristic algorithms and path-choice behaviors	14
Analysis of oil capture characteristics and global sensitivity of radial oil scoops with different blade radius differences for high-speed bearings	14
Failure mechanisms of block-flexural toppling: An extensive numerical study	14
Surgical operating theater scheduling: From Discrete-Event Systems point of view	13
An intelligent edge-enabled distributed multi-task learning architecture for large-scale IoT-based cyber–physical systems	13
Modelling and simulation of interaction forces in tugboat-assisted docking of large marine vessels	13
A real-time path planning for reducing vehicles traveling time in cooperative-intelligent transportation systems	13
Preference-based D2D offloading in IoT-edge-cloud continuum	13
About the impact on gravity cast salt cores in high pressure die casting and rheocasting	13
An agent-based simulator for quantifying the cost of uncertainty in production systems	13
Adaptive offloading scheme of fine-grained tasks based on reinforcement learning in multi-access edge computing	13
Enhanced flame detection in virtual tunnels using DEV-YOLOv8 and digital twin systems	13
An artefact-based workflow for finite element simulation studies	13
A data-driven agent-based simulation of the public bicycle-sharing system in Sejong city	13
A Neural Network Approach for Roughness-Dependent Update of Tyre Friction	13
MASS-GT: An empirical model for the simulation of freight policies	12
Analysis of step-path failure mechanisms in rock slopes with en-echelon joints based on FDEM simulation	12
PPDF-FedTMI: A Federated Learning-based Transport Mode Inference Model with Privacy-Preserving Data Fusion	12
3D Finite element modeling of wear effects in the punching process	12
Latency-aware placement of vehicular metaverses using virtual network functions	12
Impact of communication performance measures for the Internet of Vehicles in an intersection scenario	12
3D vision object detection for autonomous driving in fog using LiDaR	12
Harnessing coloured Petri nets to enhance machine learning:A simulation-based method for healthcare and beyond	12
Advancing the concept of cybersecurity as a public good	12
iPlugie: Intelligent electric vehicle charging in buildings with grid-connected intermittent energy resources	12
Graph-based convolution feature aggregation for retinal vessel segmentation	12
A co-simulation system that integrates MATSim with a set of external fleet simulations	12
Enhancing evacuation efficiency: Investigating how luggage influences exit strategies and crowd dynamics	12
Simulation of pedestrian interaction with autonomous vehicles via social force model	12
Optimizing total passenger waiting time in an urban rail network: A passenger flow guidance strategy based on a multi-agent simulation approach	12
Metamodel-based simulation optimization: A systematic literature review	12