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 2021-02-01 to 2025-02-01.)

Article	Citations
Data-Driven Digital Twins for Real-Time Machine Monitoring: A Case Study on a Rotating Machine	148
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	82
Incremental Machine Learning-integrated Blockchain for Real-time Security Protection in Cyber-enabled Manufacturing Systems	56
Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain	38
HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in Computer-Aided Design	34
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks	30
Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing	30
Toward Fatigue-Tolerant Design of Additively Manufactured Strut-Based Lattice Metamaterials	30
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	29
Multisensory Virtual Reality for Delivering Training Content to Machinery Operators	27
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	25
Multiscale Tomographic Wave–Matter Interaction Modeling to Enable Artifact-Free Material Defect Reconstruction	25
A Two-Layer Heterogeneous Ant Colony System With Applications in Part-Picking Planning	23
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	23
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction	20
Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives	19
Engineering Knowledge Graph From Patent Database	18
Performance Determination of Axial Wind Tunnel Fan With Reverse Engineering, Numerical and Experimental Methods	17
Posture-Invariant Three Dimensional Human Hand Statistical Shape Model	17
A Novel Iterative Field Search Approach to Minimum Zone Circle for Roundness Error Estimation	17
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	16
Vector Field-Based Volume Peeling for Multi-Axis Machining	16
GLHAD: A Group Lasso-Based Hybrid Attack Detection and Localization Framework for Multistage Manufacturing Systems	15
Risk Analysis of Engineering Change for Distributed Product Design	15
A Minimum-Control-Trajectory-Deviation Time Grid Reconstruction Strategy for Co-Design Approach	14

A Zero Trust Hybrid Security and Safety Risk Analysis Method	13
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing	13
Determination of Multi-Component Failure in Automotive System Using Deep Learning	13
Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds	13
Clustering-Based Detection of Debye–Scherrer Rings	13
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems	12
A Data-Driven Wheel Wear Prediction Model for Rail Train Based on LM-OMP-NARXNN	12
Combinational Framework for Classification of Bearing Faults in Rotating Machines	12
Reviewer’s Recognition	12
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	12
Digital Twins About Humans—Design Objectives From Three Projects	11
Information Embedding in Additively Manufactured Parts Through Printing Speed Control	11
Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures	11
A Normal Equation-Based Extreme Learning Machine for Solving Linear Partial Differential Equations	10
Scalability Testing Approach for Internet of Things for Manufacturing SQL and NoSQL Database Latency and Throughput	10
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation	10
Online Detection of Turning Tool Wear Based on Machine Vision	10
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	10
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	10
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	10
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	10
Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints	9
Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder	9
Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework	9
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	9
Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models	9
Engineering-Guided Deep Learning of Melt-Pool Dynamics for Additive Manufacturing Quality Monitoring	9
Adaptive Virtual Reality Exergame: Promoting Physical Activity Among Workers	9
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	9
An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks	8
Deep Learning-Driven Analysis of a Six-Bar Mechanism for Personalized Gait Rehabilitation	8
A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing	8
Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing	8
“I Can See Your Password”: A Case Study About Cybersecurity Risks in Mid-Air Interactions of Mixed Reality-Based Smart Manufacturing Applications	8
Impact of Task Constraint on Agent Team Size of Self-Organizing Systems Measured by Effective Entropy	8
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	8
Generative Transformers for Design Concept Generation	8
Cost-Minimizing Hexahedral Mesh Refinement by Sheet Inflation	8
Quality Deviation Control for Aircraft Using Digital Twin	8
Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model	8
JCISE Editorial Board—Year 2024	8
A Machine Learning Approach to Solve the Alt–Burmester Problem for Synthesis of Defect-Free Spatial Mechanisms	8
Behavioral Modeling of Collaborative Problem Solving in Multiplayer Virtual Reality Manufacturing Simulation Games	8
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	7
Product Multibody Dynamics Analysis for Low-Carbon Footprint	7
A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes	7
Bayesian, Multifidelity Operator Learning for Complex Engineering Systems–A Position Paper	7
Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions	7
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	7
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling	7

Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	7
Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning	7
Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation	7
Time-Optimized Robot Trajectory Based on Improved Whale Optimization Algorithm in Intelligent Manufacturing	7
Tool Wear Online Monitoring Method Based on DT and SSAE-PHMM	7
Optimal Design and Sensitivity Analysis of the Dynamic Vibration Absorber With Amplifying Mechanism	7
Privacy-Preserving Neural Networks for Smart Manufacturing	6
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	6
Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing	6
Special Issue: Machine Learning and Representation Issues in CAD/CAM	6
Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning	6
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	6
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	6
Design Evaluations in Educational Settings: A Neuroscientific Study of Incentivized Test/Retest on Student Performance	6
An Agent-Based Modeling Approach for the Diffusion Analysis of Electric Vehicles With Two-Stage Purchase Choice Modeling	6
Human Digital Twin, the Development and Impact on Design	6
Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality	6
Making-a-Scene: A Preliminary Case Study on Speech-Based 3D Shape Exploration Through Scene Modeling	6
A Formal Representation of Conjugate Verbs for Function Modeling	6
Augmented Reality Interface for Robot-Sensor Coordinate Registration	6
Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds	6
Supply Chain as a Complex System: Environmental Impact Evaluation and Perception	6
Special Issue: Highlights of CIE 2021	6
Dynamic Characteristics of Electromechanical Coupling and Fuzzy Control of Intelligent Joints for Robot Drive and Control	5
Collision-Free Robot Coordination and Visualization Tools for Robust Cycle Time Optimization	5
Opportunities and Challenges of Quantum Computing for Engineering Optimization	5
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	5
A Global Feature Reused Network for Defect Detection in Steel Images	5
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance	5
A Novel Nonlinear Disturbance Observer embedded Second-Order Finite Time Tracking-based Controller for Robotic Manipulators	5
Stochastic Defect Localization for Cooperative Additive Manufacturing Using Gaussian Mixture Maps	5
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	5
Data-Driven Sensor Selection for Signal Estimation of Vertical Wheel Forces in Vehicles	5
SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker	5
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	5
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	5
Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design	5
A Digital Twin-Based Method for Assembly Deviations Analysis	5
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	5
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	5
Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning	5
A Matrix-Based Approach to Unified Synthesis of Planar Four-Bar Mechanisms for Motion Generation With Position, Velocity, and Acceleration Constraints	5