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 2020-11-01 to 2024-11-01.)

Article	Citations
Image-Based Surface Defect Detection Using Deep Learning: A Review	148
Digital Twins: Review and Challenges	78
Digital Twin-Driven Remaining Useful Life Prediction for Gear Performance Degradation: A Review	51
Engineering Knowledge Graph From Patent Database	38
Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks	34
Biomechanical Study and Prediction of Lower Extremity Joint Movements Using Bayesian Regularization-Based Backpropagation Neural Network	29
Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing	27
Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach	26
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance	25
A Zero Trust Hybrid Security and Safety Risk Analysis Method	25
Exploring System of Systems Resilience Versus Affordability Trade-Space Using a Bio-Inspired Metric	23
Quality Deviation Control for Aircraft Using Digital Twin	23
Real-Time Prediction of Remaining Useful Life and Preventive Maintenance Strategy Based on Digital Twin	22
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics	20
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	20
Digital Twin-Driven Rapid Customized Design of Board-Type Furniture Production Line	19
Multidimensional Data Modeling and Model Validation for Digital Twin Workshop	18
An Energy-Based Framework for Nonlinear Kinetostatic Modeling of Compliant Mechanisms Utilizing Beam Flexures	17
A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing	17
Tool Wear Online Monitoring Method Based on DT and SSAE-PHMM	16
Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework	16
Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations	15
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	15
Design of a Serious Game for Children to Raise Awareness on Plastic Pollution and Promoting Pro-Environmental Behaviors	14
Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes	13

Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems	13
Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures	13
User Requirements Analysis on Augmented Reality-Based Maintenance in Manufacturing	13
Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives	13
Digital Twin-Driven Controller Tuning Method for Dynamics	12
A Normal Equation-Based Extreme Learning Machine for Solving Linear Partial Differential Equations	12
Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications	12
Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit	12
A Deep Lifelong Learning Method for Digital Twin-Driven Defect Recognition With Novel Classes	12
A Digital Twin-Driven Method for Product Performance Evaluation Based on Intelligent Psycho-Physiological Analysis	11
Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning	11
Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions	10
Multifidelity Physics-Constrained Neural Networks With Minimax Architecture	10
Visualizing Standardized Model-Based Design and Inspection Data in Augmented Reality	10
Human Digital Twin, the Development and Impact on Design	10
A New Heat Source Model for Keyhole Mode Laser Welding	10
Region-Based Efficient Computer Numerical Control Machining Using Point Cloud Data	10
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	10
Digital Twin-Driven Product Sustainable Design for Low Carbon Footprint	9
Implementation of Soft Computing Techniques in Predicting and Optimizing the Operating Parameters of Compression Ignition Diesel Engines: State-of-the-Art Review, Challenges, and Future Outlook	9
Product Multibody Dynamics Analysis for Low-Carbon Footprint	9
A Comparison Study of Human and Machine-Generated Creativity	9
Strategies for Speeding Up Manipulator Path Planning to Find High Quality Paths in Cluttered Environments	9
Patent Data for Engineering Design: A Critical Review and Future Directions	9
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	9
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies	9
Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory	9
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	9
Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism	8
Performance Evaluation of the Data Clustering Techniques and Cluster Validity Indices for Efficient Toolpath Development for Incremental Sheet Forming	8
Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions	8
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	8
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing	8
A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing	8
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	8
Online Detection of Turning Tool Wear Based on Machine Vision	8
A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation	8
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	8
A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction	8
Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions	8
Posture-Invariant Three Dimensional Human Hand Statistical Shape Model	8
Simulation-Based Hybrid Optimization Method for the Digital Twin of Garment Production Lines	7
Cyber-Physical System Implementation for Manufacturing With Analytics in the Cloud Layer	7
Two-Dimensional Versus Three-Dimensional Symmetric Lifting Motion Prediction Models: A Case Study	7
Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning	7
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	7
Design of Customized Virtual Reality Serious Games for the Cognitive Rehabilitation of Retrograde Amnesia After Brain Stroke	7
A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling	7
A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms	7
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	7

Generative Transformers for Design Concept Generation	7
Short-Term Cross-Sectional Time-Series Wear Prediction by Deep Learning Approaches	7
An Integrated Framework for Optimal Design of Complex Mechanical Products	7
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	7
Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds	7
Risk Analysis of Engineering Change for Distributed Product Design	6
A Comparative Study of Virtual Footwear Try-On Applications in Virtual and Augmented Reality	6
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks	6
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	6
Opportunities and Challenges of Quantum Computing for Engineering Optimization	6
Digital Twins About Humans—Design Objectives From Three Projects	6
Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating	6
Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals	6
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	6
Additive Manufacturing In Situ and Ex Situ Geometric Data Registration	6
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	6
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction	6
Partitioned Active Learning for Heterogeneous Systems	6
A Surface Defect Detection Method Via Fusing Multi-Level Features	6
A Novel Nonlinear Disturbance Observer embedded Second-Order Finite Time Tracking-based Controller for Robotic Manipulators	6
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	5
Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing	5
Fuzzy Concept Evaluation Based on Prospect Theory and Heterogeneous Evaluation Information	5
The Effect of Different Occupational Background Noises on Voice Recognition Accuracy	5
Characterizations and Optimization for Resilient Manufacturing Systems With Considerations of Process Uncertainties	5
Carbon Neutrality: A Review	5
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	5
Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain	5
Reusing and Extending Standards-Based Unit Manufacturing Process Models for Characterizing Sustainability Performance	5
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	5
Deep Learning-Driven Design of Robot Mechanisms	5
Kinesthetic Metaphors for Precise Spatial Manipulation: A Study of Object Rotation	5
SuperMeshing: Boosting the Mesh Density of Stress Field in Plane-Strain Problems Using Deep Learning Method	5
SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker	5
Multisensory Virtual Reality for Delivering Training Content to Machinery Operators	5
A Framework for Inverse Prediction Using Functional Response Data	5
Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models	5
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	5
Engineering Document Summarization: A Bidirectional Language Model-Based Approach	5
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	5