OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Computing and Information Science in Engineering is 5. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Data-Driven Digital Twins for Real-Time Machine Monitoring: A Case Study on a Rotating Machine	114
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	46
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	39
Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems	38
Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures	34
Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain	34
Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing	31
A Two-Layer Heterogeneous Ant Colony System With Applications in Part-Picking Planning	27
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks	25
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction	25
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	23
Multisensory Virtual Reality for Delivering Training Content to Machinery Operators	23
Performance Determination of Axial Wind Tunnel Fan With Reverse Engineering, Numerical and Experimental Methods	21
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	20
A Novel Iterative Field Search Approach to Minimum Zone Circle for Roundness Error Estimation	20
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	18
Vector Field-Based Volume Peeling for Multi-Axis Machining	18
Reviewer’s Recognition	18
Combinational Framework for Classification of Bearing Faults in Rotating Machines	18
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing	17
Digital Twins About Humans—Design Objectives From Three Projects	16
Clustering-Based Detection of Debye–Scherrer Rings	16
An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks	16
Information Embedding in Additively Manufactured Parts Through Printing Speed Control	15
A Normal Equation-Based Extreme Learning Machine for Solving Linear Partial Differential Equations	14

Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	14
Determination of Multi-Component Failure in Automotive System Using Deep Learning	13
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	13
Multiscale Tomographic Wave–Matter Interaction Modeling to Enable Artifact-Free Material Defect Reconstruction	13
A Data-Driven Wheel Wear Prediction Model for Rail Train Based on LM-OMP-NARXNN	12
Engineering-Guided Deep Learning of Melt-Pool Dynamics for Additive Manufacturing Quality Monitoring	12
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems	12
Scalability Testing Approach for Internet of Things for Manufacturing SQL and NoSQL Database Latency and Throughput	11
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	11
Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model	11
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	11
Impact of Task Constraint on Agent Team Size of Self-Organizing Systems Measured by Effective Entropy	10
Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints	10
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	10
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	10
Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder	10
A Machine Learning Approach to Solve the Alt–Burmester Problem for Synthesis of Defect-Free Spatial Mechanisms	10
Adaptive Virtual Reality Exergame: Promoting Physical Activity Among Workers	10
Online Detection of Turning Tool Wear Based on Machine Vision	10
Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework	10
JCISE Editorial Board—Year 2024	9
A Minimum-Control-Trajectory-Deviation Time Grid Reconstruction Strategy for Co-Design Approach	9
Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives	9
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	9
A Zero Trust Hybrid Security and Safety Risk Analysis Method	9
Deep Learning-Driven Analysis of a Six-Bar Mechanism for Personalized Gait Rehabilitation	9
Engineering Knowledge Graph From Patent Database	9
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	9
Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing	8
Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds	8
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation	8
Generative Transformers for Design Concept Generation	8
HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in Computer-Aided Design	8
Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models	8
GLHAD: A Group Lasso-Based Hybrid Attack Detection and Localization Framework for Multistage Manufacturing Systems	8
Toward Fatigue-Tolerant Design of Additively Manufactured Strut-Based Lattice Metamaterials	8
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	8
Robustness Optimization of the Tip Seat of an Indexable Cutting Tool	8
Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions	7
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	7
Time-Optimized Robot Trajectory Based on Improved Whale Optimization Algorithm in Intelligent Manufacturing	7
Augmented Reality Interface for Robot-Sensor Coordinate Registration	7
Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing	7
A Formal Representation of Conjugate Verbs for Function Modeling	7
A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes	7
Design Evaluations in Educational Settings: A Neuroscientific Study of Incentivized Test/Retest on Student Performance	7
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	7
Special Issue: Machine Learning and Representation Issues in CAD/CAM	7
An efficient conflict detection and resolution scheme for geometric constraints using a pruning and backtracking strategy	7
Making-a-Scene: A Preliminary Case Study on Speech-Based 3D Shape Exploration Through Scene Modeling	7

Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation	7
Privacy-Preserving Neural Networks for Smart Manufacturing	7
Special Issue: Highlights of CIE 2021	7
Human Digital Twin, the Development and Impact on Design	7
Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning	6
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	6
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	6
A Global Feature Reused Network for Defect Detection in Steel Images	6
Supply Chain as a Complex System: Environmental Impact Evaluation and Perception	6
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	6
Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning	6
A Matrix-Based Approach to Unified Synthesis of Planar Four-Bar Mechanisms for Motion Generation With Position, Velocity, and Acceleration Constraints	6
Haptic Interaction Methods for Freehand Contour Generation on a Refreshable Pin Display	6
Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design	6
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	6
Data-Driven Sensor Selection for Signal Estimation of Vertical Wheel Forces in Vehicles	6
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance	6
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	6
Dynamic Characteristics of Electromechanical Coupling and Fuzzy Control of Intelligent Joints for Robot Drive and Control	6
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	5
Cost-Minimizing Hexahedral Mesh Refinement by Sheet Inflation	5
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	5
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	5
“I Can See Your Password”: A Case Study About Cybersecurity Risks in Mid-Air Interactions of Mixed Reality-Based Smart Manufacturing Applications	5
Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning	5
An Agent-Based Modeling Approach for the Diffusion Analysis of Electric Vehicles With Two-Stage Purchase Choice Modeling	5
A Novel Nonlinear Disturbance Observer Embedded Second-Order Finite Time Tracking-Based Controller for Robotic Manipulators	5
Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds	5
Behavioral Modeling of Collaborative Problem Solving in Multiplayer Virtual Reality Manufacturing Simulation Games	5
Stochastic Defect Localization for Cooperative Additive Manufacturing Using Gaussian Mixture Maps	5
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling	5
A Digital Twin-Based Method for Assembly Deviations Analysis	5
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	5
Product Multibody Dynamics Analysis for Low-Carbon Footprint	5
Optimal Design and Sensitivity Analysis of the Dynamic Vibration Absorber With Amplifying Mechanism	5
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	5
Bayesian, Multifidelity Operator Learning for Complex Engineering Systems–A Position Paper	5
A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms	5
Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality	5
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	5