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 2021-06-01 to 2025-06-01.)

Article	Citations
PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering	104
A novel energy-efficient and cost-effective task offloading approach for UAV-enabled MEC with LEO enhancement in Internet of Remote Things networks	89
Toward dynamic regulation of bidirectional automatic fare gates: A macro-to-micro simulation approach	65
Numerical simulation of rock mass blasting vibration using particle flow code and particle expansion loading algorithm	65
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means	61
Exploiting double-flank roll testing spur gear measurements to determine gear parameter deviations through numerical simulation of free-form meshing gears	58
A framework for prototyping Distributed Cyber–Physical Systems with reference nets	56
A study on blasting response of rock mass considering in-situ stress and joint inclination	51
Optimizing mix of heterogeneous buses and chargers in electric bus scheduling problems	50
A Petri Net-based framework for modeling and simulation of resource scheduling policies in Edge Cloud Continuum	45
Energy-aware workflow task scheduling in clouds with virtual machine consolidation using discrete water wave optimization	44
Modeling and simulation for designing a line walking chameleon-like legged robot	41
An obstacle avoidance approach for UAV path planning	41
Output characteristics of none-series compensated inductive wireless power transfer link operating at load-independent-voltage-output frequency	41
Editorial Board	41
Energy-efficient IoT routing based on a new optimizer	40
Maximizing profitability through cloud-enabled Reinforcement Learning for UAV coverage in real-time e-business applications	39
Integrated simulation and optimization framework for quantitative analysis of near-face stockpile mining	38
A multi-physics coupling analysis to predict stress corrosion characteristics of wires in rope under wear damage	37
Simulation of induced flyrock due to open-pit blasting using the PCA-CART hybrid modeling	36
A cybersecurity assessment framework for virtual operational technology in power system automation	34
Adaptivity in multi-level traffic simulation using experimental frames	34
Enhanced efficient outlier detection and classification approach for WSNs	33
Informed simulation for dynamic path finding in human-operated container terminals	33
SUMMIT: A multi-modal agent-based co-simulation of urban public transport with applications in contingency planning	33

Blockchain and deep learning based trust management for Internet of Vehicles	33
Coupled simulation-optimization model for pedestrian evacuation guidance planning	33
An integrated optimization method to task scheduling and VM placement for green datacenters	32
Data correlation and fuzzy inference system-based data replication in federated cloud systems	31
Evacuation Optimization of a Typical Multi-exit Subway Station: Overall partition and local railing	31
Zone-based stable and secure clustering technique for VANETs	31
Modelling argumentation in short text: A case of social media debate	30
FluidMLP: A general method for learning Lagrangian fluid simulation	30
Evaluation of the roll elastic deformation and thermal expansion effects on the dimensional precision of flat ring rolling products: A numerical investigation	29
Real-time crowd formation control in virtual scenes	29
Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach	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
Machine learning-based detection of the man-in-the-middle attack in the physical layer of 5G networks	28
Editorial Board	28
Editorial Board	28
Trie and LOUDS hybrid model for efficient e-commerce processing in cloud environment	27
BRAVE: Benefit-aware data offloading in UAV edge computing using multi-agent reinforcement learning	27
Building the road network for city-scale active transport simulation models	26
Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions	26
Research on computing offloading strategy based on Genetic Ant Colony fusion algorithm	25
An executable domain-specific modeling language for simulating organizational auction-based coordination strategies for crisis response	25
Why it does not work? Metaheuristic task allocation approaches in Fog-enabled Internet of Drones	25
Empirical investigation of factors influencing function as a service performance in different cloud/edge system setups	23
Mesoscopic V2X simulation framework to enhance simulation performance	23
Simulation-based time-efficient and energy-efficient performance analysis of an overhead robotic compact storage and retrieval system	23
An iterative method to improve the calibration accuracy of flat-joint models: Catch-up penalty algorithm	23
A multi-agent simulator for generating novelty in monopoly	21
Active learning confidence measures for coupling strategies in digital twins integrating simulation and data-driven submodels	21
B2RAM: Design and practical implementation of a secured information management framework for dynamic resource allocation using a novel 2-Tier blockchain model	21
Discrete element modelling of water diffusion and softening characteristics in rocks	21
Real-time evacuation route optimization in the fire scenarios of cruise ships	20
Development and analysis of priority decision rules using MCDM approach for a flexible job shop scheduling: A simulation study	20
Evaluation of operation cost and energy consumption of ports: comparative study on different container terminal layouts	20
Modeling and optimizing micro-service based cloud elastic management system	20
Telemetry-aided cooperative multi-agent online reinforcement learning for DAG task scheduling in computing power networks	20
Power system structure optimization based on reinforcement learning and sparse constraints under DoS attacks in cloud environments	19
Microstrip patch antenna design, simulation and fabrication for 5G applications	19
Editorial Board	19
A dynamic simulation framework based on hybrid modeling paradigm for parallel scheduling systems in warehouses	19
New insights on the downward evacuation speed on long-distance stairs by experiment and modelling	19
A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system	19
Editorial Board	19
Performance analysis and selection of wavelength channels based on the FWM effect influence in optical DWDM systems	19
A multi-method simulation model to investigate the impact of sunflower seed segregation on silos	18
Exploring cost-efficient bundling in a multi-cloud environment	18
Simulation-based analytics: A systematic literature review	18
Simulation optimization for parcel hub scheduling problem in closed-loop sortation system with shortcuts	18
Functional and Performance Analysis of Discrete Event Network Simulation Tools	18
A discrete event simulator to implement deep reinforcement learning for the dynamic flexible job shop scheduling problem	18
A simulation and control framework for AGV based transport systems	18

Improvement and performance analysis of constitutive model for rock blasting damage simulation	17
Geospatial complex event processing in smart city applications	17
Integration of machine learning and simulation for dynamic rescheduling in truck appointment systems	17
Impacts of Automated Mobility-on-Demand on traffic dynamics, energy and emissions: A case study of Singapore	17
Simulation of leakage flow through dynamic sealing gaps in hydraulic percussion units using a co-simulation approach	17
A credibility evaluation method for complex simulation systems based on interactive network analysis	16
Testbed based analysis of Linux queue disciplines over Internet traffic mix	16
Centralized controller design for voltage estimation error constrained in islanded DC-microgrids: Kalman Filtering Method	16
Survey of CPU and memory simulators in computer architecture: A comprehensive analysis including compiler integration and emerging technology applications	15
A simulation task partition method based on cloud computing resource prediction using ensemble learning	15
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation	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
An improved parallel scheduling algorithm for periodic directed acyclic graphs	15
Inventory policy for postponement strategy in the semiconductor industry with a die bank	15
Real-time agent-based crowd simulation with the Reversible Jump Unscented Kalman Filter	14
A unified cloud-enabled discrete event parallel and distributed simulation architecture	14
Security-enabled optimal placement of drone-assisted intelligent transportation systems in mission-critical zones	14
Non-Newtonian fluid simulation and reconstruction from monocular videos	14
HTSA: A novel hybrid task scheduling algorithm for heterogeneous cloud computing environment	14
The Bevel Local Slope Approach: A method for mesh stiffness estimation in spur, helical and spiral bevel gears	13
An Environment for Developing Simulatable AADL-DEVS Models	13
An artefact-based workflow for finite element simulation studies	13
About the impact on gravity cast salt cores in high pressure die casting and rheocasting	13
Analysis of oil capture characteristics and global sensitivity of radial oil scoops with different blade radius differences for high-speed bearings	13
Additive manufacturing integration in E-commerce supply chain network to improve resilience and competitiveness	13
Edge-computing-enabled hybrid and multi-objective geographic routing for mesh IoT networks: An IMOGWO-based approach	13
Modelling and simulation of interaction forces in tugboat-assisted docking of large marine vessels	13
An agent-based simulator for quantifying the cost of uncertainty in production systems	13
The impact of preschool children requiring adult assistance on evacuation efficiency	13
Multi-objective optimization for scientific workflow scheduling based on Performance-to-Power Ratio in fog–cloud environments	13
A data-driven agent-based simulation of the public bicycle-sharing system in Sejong city	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	13
An intelligent edge-enabled distributed multi-task learning architecture for large-scale IoT-based cyber–physical systems	13
Multi-dimensional optimization for collaborative task scheduling in cloud-edge-end system	12
Impact of communication performance measures for the Internet of Vehicles in an intersection scenario	12
Modelling and simulation of photovoltaic system using hybrid improved shuffled frog leaping algorithm -Fuzzy controller under partial shaded condition	12
A Neural Network Approach for Roughness-Dependent Update of Tyre Friction	12
A real-time path planning for reducing vehicles traveling time in cooperative-intelligent transportation systems	12
Simulation–optimization configurations for real-time decision-making in fugitive interception	12
A Multi-Objective Deep Reinforcement Learning Algorithm for Spatio-Temporal Latency Optimization in Mobile IoT-Enabled Edge Computing Networks	12
Deep learning method based on autoencoder neural network applied to faults detection and diagnosis of photovoltaic system	12
Robust optimization for functional multiresponse in 3D printing process	12
Optimizing total passenger waiting time in an urban rail network: A passenger flow guidance strategy based on a multi-agent simulation approach	12
iPlugie: Intelligent electric vehicle charging in buildings with grid-connected intermittent energy resources	11
A co-simulation system that integrates MATSim with a set of external fleet simulations	11
Simulation of pedestrian interaction with autonomous vehicles via social force model	11
A multilane traffic and collision generator for IoV	11
Investigation on cutting resistance characteristic of bucket wheel excavator using DEM and DOE methods	11
3D Finite element modeling of wear effects in the punching process	11
Latency-aware placement of vehicular metaverses using virtual network functions	11
Metamodel-based simulation optimization: A systematic literature review	11
Graph-based convolution feature aggregation for retinal vessel segmentation	11
A novel framework for verification and validation of simulations of autonomous robots	11
Harnessing coloured Petri nets to enhance machine learning:A simulation-based method for healthcare and beyond	11
3D vision object detection for autonomous driving in fog using LiDaR	11
An Improved Gateway-Based Energy-Aware Multi-Hop Routing Protocol for Enhancing Lifetime and Throughput in Heterogeneous WSNs	11