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 2022-08-01 to 2026-08-01.)

Article	Citations
Modeling and simulation of L-shaped merging behavior incorporating behavioral characteristic lines	102
A graph-based laser path solver algorithm for virtual reality laboratory simulations	97
Exploiting double-flank roll testing spur gear measurements to determine gear parameter deviations through numerical simulation of free-form meshing gears	90
Influence of waiting behavior on passenger efficiency during boarding and alighting process on the metro platform	74
Degradation-adaptive digital twin for long-term consistency	67
A Petri Net-based framework for modeling and simulation of resource scheduling policies in Edge Cloud Continuum	66
Toward dynamic regulation of bidirectional automatic fare gates: A macro-to-micro simulation approach	64
Physics-informed data-driven modeling of rock motion dynamics in excavation using a high-fidelity simulator	64
Ground surface settlements and deformation behavior of in-service high-speed railway tunnel induced by obliquely undercrossed TBM tunnelling	63
An improved CA model for evacuation simulation in super high-rise buildings: Considering evacuees’ rest on refuge floors and preference for taking evacuation elevators	61
Numerical simulation of rock mass blasting vibration using particle flow code and particle expansion loading algorithm	56
A novel energy-efficient and cost-effective task offloading approach for UAV-enabled MEC with LEO enhancement in Internet of Remote Things networks	52
Optimizing mix of heterogeneous buses and chargers in electric bus scheduling problems	49
Multiobjective task scheduling in cloud computing using hybrid algorithm (HRLM)	49
A study on blasting response of rock mass considering in-situ stress and joint inclination	48
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means	46
An obstacle avoidance approach for UAV path planning	41
The impact of import container flow characteristics on port operational efficiency	41
Analysis of different functional split options for XR traffic in 5G-LENA	39
PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering	39
Maximizing profitability through cloud-enabled Reinforcement Learning for UAV coverage in real-time e-business applications	38
Guest Editors’ Introduction on Cloud and Fog Computing for Real-Time IoT Applications	36
Analysis of toppling failure mechanisms in anti-dip slopes based on FDEM simulation	35
Insights into the metal cutting contact zone through automation and multivariate regression modelling under the framework of gear skiving	34
Editorial Board	32

Simulation of induced flyrock due to open-pit blasting using the PCA-CART hybrid modeling	32
Simulation based sustainable optimization in edge–fog–cloud energy systems	32
Informed simulation for dynamic path finding in human-operated container terminals	32
Integrated simulation and optimization framework for quantitative analysis of near-face stockpile mining	32
Geological carbon dioxide storage and subsurface rock mechanics—geomechanical risks, modelling practices, and risk mitigation strategies	31
Energy-efficient IoT routing based on a new optimizer	30
Study crowd following behaviors with dynamic groups	29
SUMMIT: A multi-modal agent-based co-simulation of urban public transport with applications in contingency planning	29
Modeling and simulation for designing a line walking chameleon-like legged robot	29
EFraS++: An enhanced emulation-based framework for designing and evaluating VDCE strategies in dynamic SDN environment	29
A multi-physics coupling analysis to predict stress corrosion characteristics of wires in rope under wear damage	28
An integrated optimization method to task scheduling and VM placement for green datacenters	27
Enhanced efficient outlier detection and classification approach for WSNs	27
Machine learning methods in microscopic pedestrian and evacuation dynamics simulation: a comparative study	26
A novel open-source framework for performing TSN schedules	26
Optimization of Veno parameter based on stochastic approximation: OVeno	26
Blockchain and deep learning based trust management for Internet of Vehicles	26
Analysis and optimizations of PMI and rank selection algorithms for 5G NR	25
FluidMLP: A general method for learning Lagrangian fluid simulation	25
Enhancing 6G wireless performance through advanced MIMO techniques	25
Erratum: [Impact of connected and autonomous vehicles on traffic efficiency and safety of an on-ramp, Simulation Modelling Practice and Theory 113 (2021) 102374]	25
Coupled simulation-optimization model for pedestrian evacuation guidance planning	25
Editorial Board	25
Trie and LOUDS hybrid model for efficient e-commerce processing in cloud environment	24
BRAVE: Benefit-aware data offloading in UAV edge computing using multi-agent reinforcement learning	24
Real-time crowd formation control in virtual scenes	24
Study on the evolution mechanism of three-dimensional fracture networks in rock induced by CO2 fracturing tube blasting	24
Simulation-based robust fault-tolerant obstacle avoidance for autonomous vehicles under localization faults and multi-source uncertainties	23
Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach	23
Zone-based stable and secure clustering technique for VANETs	23
Why it does not work? Metaheuristic task allocation approaches in Fog-enabled Internet of Drones	22
Peridynamic modeling of rock cutting under a TBM disc cutter using LS-DYNA	22
Machine learning-based detection of the man-in-the-middle attack in the physical layer of 5G networks	22
Mesoscopic V2X simulation framework to enhance simulation performance	21
An executable domain-specific modeling language for simulating organizational auction-based coordination strategies for crisis response	21
B2RAM: Design and practical implementation of a secured information management framework for dynamic resource allocation using a novel 2-Tier blockchain model	21
Empirical investigation of factors influencing function as a service performance in different cloud/edge system setups	21
Modeling and optimizing micro-service based cloud elastic management system	20
Simulation-based time-efficient and energy-efficient performance analysis of an overhead robotic compact storage and retrieval system	20
An iterative surrogate-based optimization approach for multi-server queuing system design	20
A modular configuration-based rapid verification and validation framework combining analytical and simulation methods for intelligent manufacturing systems	19
Discrete element modelling of water diffusion and softening characteristics in rocks	19
Active learning confidence measures for coupling strategies in digital twins integrating simulation and data-driven submodels	19
An iterative method to improve the calibration accuracy of flat-joint models: Catch-up penalty algorithm	19
A dynamic simulation framework based on hybrid modeling paradigm for parallel scheduling systems in warehouses	18
Real-time evacuation route optimization in the fire scenarios of cruise ships	18
Evaluation of operation cost and energy consumption of ports: comparative study on different container terminal layouts	18
Telemetry-aided cooperative multi-agent online reinforcement learning for DAG task scheduling in computing power networks	18
Simulation optimization for parcel hub scheduling problem in closed-loop sortation system with shortcuts	18
A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system	18

An electromagnetic-structural-thermal bidirectional coupling analysis method for motor vibration	18
Experimental and numerical modal analysis of an unmanned aerial vehicle's composite wing	18
Centralized controller design for voltage estimation error constrained in islanded DC-microgrids: Kalman Filtering Method	17
Topology Rewiring Strategies to construct robust scale-free medical Internet of Things Networks	17
A multi-method simulation model to investigate the impact of sunflower seed segregation on silos	17
New insights on the downward evacuation speed on long-distance stairs by experiment and modelling	17
Geospatial complex event processing in smart city applications	17
MBMRF: A modified bidirectional IPv6 multicast protocol with mixed upward and downward forwarding for TSCH-enabled WSANs	17
An integrated framework for Multi-AMR based CL-CBS and MPC-APF in warehousing scenario	17
Integration of machine learning and simulation for dynamic rescheduling in truck appointment systems	17
Editorial Board	17
An improved parallel scheduling algorithm for periodic directed acyclic graphs	16
Simulation of n-dimensional second order fluid models with custom oriented barriers	16
HTSA: A novel hybrid task scheduling algorithm for heterogeneous cloud computing environment	16
Non-Newtonian fluid simulation and reconstruction from monocular videos	16
A discrete event simulator to implement deep reinforcement learning for the dynamic flexible job shop scheduling problem	16
A simulation task partition method based on cloud computing resource prediction using ensemble learning	16
Modeling and simulation of a novel secure quantum key distribution (SQKD) for ensuring data security in cloud environment	16
Coordinated perimeter control of urban road network based on traffic carrying capacity model	16
An Environment for Developing Simulatable AADL-DEVS Models	16
Improvement and performance analysis of constitutive model for rock blasting damage simulation	16
Additive manufacturing integration in E-commerce supply chain network to improve resilience and competitiveness	16
Multi-objective optimization for scientific workflow scheduling based on Performance-to-Power Ratio in fog–cloud environments	16
Optimizing stair landing layouts for efficient ascent using pedestrian movement models with muscle discomfort	16
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
Bearing compound fault diagnosis considering the fusion fragment data and multi-head attention mechanism considering the actual variable working conditions	15
Survey of CPU and memory simulators in computer architecture: A comprehensive analysis including compiler integration and emerging technology applications	15
Optimization of passenger evacuation path in flood scenarios considering companion behaviors	15
Security-enabled optimal placement of drone-assisted intelligent transportation systems in mission-critical zones	15
The impact of preschool children requiring adult assistance on evacuation efficiency	14
Modelling and simulation of interaction forces in tugboat-assisted docking of large marine vessels	14
Optimization of urban mobility processes through the integration of process mining	14
About the impact on gravity cast salt cores in high pressure die casting and rheocasting	14
An agent-based simulator for quantifying the cost of uncertainty in production systems	14
Prediction of load time histories on building facades under urban explosion environment	14
A credibility evaluation method for digital twin based on improved evidence theory	14
Peridynamics modeling of underground borehole instability: Collapse mechanism and stabilization strategy	14
Edge-computing-enabled hybrid and multi-objective geographic routing for mesh IoT networks: An IMOGWO-based approach	14
Failure mechanisms of block-flexural toppling: An extensive numerical study	14
Multi-dimensional optimization for collaborative task scheduling in cloud-edge-end system	14
Analysis of oil capture characteristics and global sensitivity of radial oil scoops with different blade radius differences for high-speed bearings	13
A multi-objective deep reinforcement learning algorithm for spatio-temporal latency optimization in mobile IoT-enabled edge computing networks	13
Modelling and simulation of photovoltaic system using hybrid improved shuffled frog leaping algorithm -Fuzzy controller under partial shaded condition	13
Robust optimization for functional multiresponse in 3D printing process	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
A real-time path planning for reducing vehicles traveling time in cooperative-intelligent transportation systems	13
Deep learning method based on autoencoder neural network applied to faults detection and diagnosis of photovoltaic system	13
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
Simulating optimal flood evacuation using heuristic algorithms and path-choice behaviors	13
A data-driven agent-based simulation of the public bicycle-sharing system in Sejong city	13
Adaptive offloading scheme of fine-grained tasks based on reinforcement learning in multi-access edge computing	13
Preference-based D2D offloading in IoT-edge-cloud continuum	13
Optimizing IoMT network performance using gateway placement	13
Graph-based convolution feature aggregation for retinal vessel segmentation	12
PPDF-FedTMI: A Federated Learning-based Transport Mode Inference Model with Privacy-Preserving Data Fusion	12
A multilane traffic and collision generator for IoV	12
Simulation–optimization configurations for real-time decision-making in fugitive interception	12
A new approach for reducing end-to-end latency in energy efficient IP-over-WDM networks	12
Optimization of start-up strategies of gas injection compressor in underground gas storage using deep reinforcement learning	12
Impact of communication performance measures for the Internet of Vehicles in an intersection scenario	12
Harnessing coloured Petri nets to enhance machine learning:A simulation-based method for healthcare and beyond	11
Simulation of pedestrian interaction with autonomous vehicles via social force model	11
Latency-aware placement of vehicular metaverses using virtual network functions	11
Editorial Board	11
Analysis of step-path failure mechanisms in rock slopes with en-echelon joints based on FDEM simulation	11
3D vision object detection for autonomous driving in fog using LiDaR	11
MASS-GT: An empirical model for the simulation of freight policies	11
Enhanced flame detection in virtual tunnels using DEV-YOLOv8 and digital twin systems	11
Enhancing evacuation efficiency: Investigating how luggage influences exit strategies and crowd dynamics	11
Task allocation and path planning for multi-UAV search and rescue in complex environments	11
A co-simulation system that integrates MATSim with a set of external fleet simulations	11