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 2020-05-01 to 2024-05-01.)

Article	Citations
Image-Based Surface Defect Detection Using Deep Learning: A Review	105
Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue	66
Digital Twins: Review and Challenges	60
Digital Twin-Driven Remaining Useful Life Prediction for Gear Performance Degradation: A Review	43
Engineering Knowledge Graph From Patent Database	36
Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features	33
Measuring the Performance Impact of Using the Microsoft HoloLens 1 to Provide Guided Assembly Work Instructions	29
Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks	28
A Review of Methods for the Geometric Post-Processing of Topology Optimized Models	28
Biomechanical Study and Prediction of Lower Extremity Joint Movements Using Bayesian Regularization-Based Backpropagation Neural Network	25
Predicting Flexural Strength of Additively Manufactured Continuous Carbon Fiber-Reinforced Polymer Composites Using Machine Learning	25
Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing	21
A Zero Trust Hybrid Security and Safety Risk Analysis Method	20
Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach	19
Real-Time Prediction of Remaining Useful Life and Preventive Maintenance Strategy Based on Digital Twin	19
MVCNN++: Computer-Aided Design Model Shape Classification and Retrieval Using Multi-View Convolutional Neural Networks	18
Quality Deviation Control for Aircraft Using Digital Twin	18
Digital Twin-Driven Rapid Customized Design of Board-Type Furniture Production Line	18
A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing	16
Exploring System of Systems Resilience Versus Affordability Trade-Space Using a Bio-Inspired Metric	16
Tool Wear Online Monitoring Method Based on DT and SSAE-PHMM	15
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	15
An Energy-Based Framework for Nonlinear Kinetostatic Modeling of Compliant Mechanisms Utilizing Beam Flexures	15
Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations	14
Multidimensional Data Modeling and Model Validation for Digital Twin Workshop	14

Anisotropic Multicomponent Topology Optimization for Additive Manufacturing With Build Orientation Design and Stress-Constrained Interfaces	13
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance	13
Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework	13
Digital Twin-Driven Controller Tuning Method for Dynamics	12
Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems	12
Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators	11
A Digital Twin-Driven Method for Product Performance Evaluation Based on Intelligent Psycho-Physiological Analysis	11
Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives	11
Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit	11
A Deep Lifelong Learning Method for Digital Twin-Driven Defect Recognition With Novel Classes	11
Design of a Serious Game for Children to Raise Awareness on Plastic Pollution and Promoting Pro-Environmental Behaviors	11
Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes	11
User Requirements Analysis on Augmented Reality-Based Maintenance in Manufacturing	10
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	10
Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications	10
An Image-Based Approach to Variational Path Synthesis of Linkages	10
Solution of Biharmonic Equation in Complicated Geometries With Physics Informed Extreme Learning Machine	10
Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures	10
Automated Generation of Fault Scenarios to Assess Potential Human Errors and Functional Failures in Early Design Stages	9
Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions	9
Product Multibody Dynamics Analysis for Low-Carbon Footprint	9
Region-Based Efficient Computer Numerical Control Machining Using Point Cloud Data	9
A Normal Equation-Based Extreme Learning Machine for Solving Linear Partial Differential Equations	9
Posture-Invariant Three Dimensional Human Hand Statistical Shape Model	8
A New Heat Source Model for Keyhole Mode Laser Welding	8
Performance Evaluation of the Data Clustering Techniques and Cluster Validity Indices for Efficient Toolpath Development for Incremental Sheet Forming	8
Patent Data for Engineering Design: A Critical Review and Future Directions	8
An Ontology-Based Framework for Decision Support in Assembly Variant Design	8
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	8
Visualizing Standardized Model-Based Design and Inspection Data in Augmented Reality	8
Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory	8
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	8
Structural Design Space Exploration Using Principal Component Analysis	8
Numerical Framework and Design Optimization of an Intrinsically Compliant 3-DOF Parallel Robot	8
Strategies for Speeding Up Manipulator Path Planning to Find High Quality Paths in Cluttered Environments	8
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	8
Integrating Materials Model-Based Definitions into Design, Manufacturing, and Sustainment: A Digital Twin Demonstration of Incorporating Residual Stresses in the Lifecycle Analysis of a Turbine Disk	8
Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments	8
A Generative Approach for Scheduling Multi-Robot Cooperative Three-Dimensional Printing	7
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	7
Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning	7
A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing	7
Multifidelity Physics-Constrained Neural Networks With Minimax Architecture	7
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	7
A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot	7
A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction	7
An Integrated Framework for Optimal Design of Complex Mechanical Products	7
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	7
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics	6
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	6

Risk Analysis of Engineering Change for Distributed Product Design	6
A Comparison Study of Human and Machine-Generated Creativity	6
A Surface Defect Detection Method Via Fusing Multi-Level Features	6
Two-Dimensional Versus Three-Dimensional Symmetric Lifting Motion Prediction Models: A Case Study	6
Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning	6
Online Detection of Turning Tool Wear Based on Machine Vision	6
Simulation-Based Hybrid Optimization Method for the Digital Twin of Garment Production Lines	6
Cyber-Physical System Implementation for Manufacturing With Analytics in the Cloud Layer	6
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	6
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction	6
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing	6
Short-Term Cross-Sectional Time-Series Wear Prediction by Deep Learning Approaches	6
A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation	5
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	5
Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction	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
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	5
Digital Twins About Humans—Design Objectives From Three Projects	5
Generative Transformers for Design Concept Generation	5
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies	5
Fuzzy Concept Evaluation Based on Prospect Theory and Heterogeneous Evaluation Information	5
Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models	5
Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions	5
A Comparative Study of Virtual Footwear Try-On Applications in Virtual and Augmented Reality	5
Q-Model: An Artificial Intelligence Based Methodology for the Development of Autonomous Robots	5
Wireless Cyber-Physical System Performance Evaluation Through a Graph Database Approach	5
An Improved Phenotype-Genotype Mapping for Solving Selective Assembly Problem Using Evolutionary Optimization Algorithms	5
Multisensory Virtual Reality for Delivering Training Content to Machinery Operators	5
Digital Twin-Driven Product Sustainable Design for Low Carbon Footprint	5
Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating	5
Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism	5
Characterizations and Optimization for Resilient Manufacturing Systems With Considerations of Process Uncertainties	5
Data-Driven Heuristic Induction From Human Design Behavior	5
Additive Manufacturing In Situ and Ex Situ Geometric Data Registration	5
A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms	5
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	5