Journal of Computing and Information Science in Engineering

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.)
ArticleCitations
Image-Based Surface Defect Detection Using Deep Learning: A Review105
Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue66
Digital Twins: Review and Challenges60
Digital Twin-Driven Remaining Useful Life Prediction for Gear Performance Degradation: A Review43
Engineering Knowledge Graph From Patent Database36
Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features33
Measuring the Performance Impact of Using the Microsoft HoloLens 1 to Provide Guided Assembly Work Instructions29
Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks28
A Review of Methods for the Geometric Post-Processing of Topology Optimized Models28
Biomechanical Study and Prediction of Lower Extremity Joint Movements Using Bayesian Regularization-Based Backpropagation Neural Network25
Predicting Flexural Strength of Additively Manufactured Continuous Carbon Fiber-Reinforced Polymer Composites Using Machine Learning25
Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing21
A Zero Trust Hybrid Security and Safety Risk Analysis Method20
Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach19
Real-Time Prediction of Remaining Useful Life and Preventive Maintenance Strategy Based on Digital Twin19
MVCNN++: Computer-Aided Design Model Shape Classification and Retrieval Using Multi-View Convolutional Neural Networks18
Quality Deviation Control for Aircraft Using Digital Twin18
Digital Twin-Driven Rapid Customized Design of Board-Type Furniture Production Line18
A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing16
Exploring System of Systems Resilience Versus Affordability Trade-Space Using a Bio-Inspired Metric16
Tool Wear Online Monitoring Method Based on DT and SSAE-PHMM15
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study15
An Energy-Based Framework for Nonlinear Kinetostatic Modeling of Compliant Mechanisms Utilizing Beam Flexures15
Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations14
Multidimensional Data Modeling and Model Validation for Digital Twin Workshop14
Anisotropic Multicomponent Topology Optimization for Additive Manufacturing With Build Orientation Design and Stress-Constrained Interfaces13
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance13
Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework13
Digital Twin-Driven Controller Tuning Method for Dynamics12
Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems12
Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators11
A Digital Twin-Driven Method for Product Performance Evaluation Based on Intelligent Psycho-Physiological Analysis11
Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives11
Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit11
A Deep Lifelong Learning Method for Digital Twin-Driven Defect Recognition With Novel Classes11
Design of a Serious Game for Children to Raise Awareness on Plastic Pollution and Promoting Pro-Environmental Behaviors11
Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes11
User Requirements Analysis on Augmented Reality-Based Maintenance in Manufacturing10
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations10
Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications10
An Image-Based Approach to Variational Path Synthesis of Linkages10
Solution of Biharmonic Equation in Complicated Geometries With Physics Informed Extreme Learning Machine10
Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures10
Automated Generation of Fault Scenarios to Assess Potential Human Errors and Functional Failures in Early Design Stages9
Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions9
Product Multibody Dynamics Analysis for Low-Carbon Footprint9
Region-Based Efficient Computer Numerical Control Machining Using Point Cloud Data9
A Normal Equation-Based Extreme Learning Machine for Solving Linear Partial Differential Equations9
Posture-Invariant Three Dimensional Human Hand Statistical Shape Model8
A New Heat Source Model for Keyhole Mode Laser Welding8
Performance Evaluation of the Data Clustering Techniques and Cluster Validity Indices for Efficient Toolpath Development for Incremental Sheet Forming8
Patent Data for Engineering Design: A Critical Review and Future Directions8
An Ontology-Based Framework for Decision Support in Assembly Variant Design8
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET8
Visualizing Standardized Model-Based Design and Inspection Data in Augmented Reality8
Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory8
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot8
Structural Design Space Exploration Using Principal Component Analysis8
Numerical Framework and Design Optimization of an Intrinsically Compliant 3-DOF Parallel Robot8
Strategies for Speeding Up Manipulator Path Planning to Find High Quality Paths in Cluttered Environments8
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 Outlook8
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 Disk8
Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments8
A Generative Approach for Scheduling Multi-Robot Cooperative Three-Dimensional Printing7
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling7
Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning7
A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing7
Multifidelity Physics-Constrained Neural Networks With Minimax Architecture7
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design7
A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot7
A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction7
An Integrated Framework for Optimal Design of Complex Mechanical Products7
Automated Planning for Robotic Multi-Resolution Additive Manufacturing7
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics6
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers6
Risk Analysis of Engineering Change for Distributed Product Design6
A Comparison Study of Human and Machine-Generated Creativity6
A Surface Defect Detection Method Via Fusing Multi-Level Features6
Two-Dimensional Versus Three-Dimensional Symmetric Lifting Motion Prediction Models: A Case Study6
Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning6
Online Detection of Turning Tool Wear Based on Machine Vision6
Simulation-Based Hybrid Optimization Method for the Digital Twin of Garment Production Lines6
Cyber-Physical System Implementation for Manufacturing With Analytics in the Cloud Layer6
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh6
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction6
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing6
Short-Term Cross-Sectional Time-Series Wear Prediction by Deep Learning Approaches6
A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation5
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing5
Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction5
Kinesthetic Metaphors for Precise Spatial Manipulation: A Study of Object Rotation5
SuperMeshing: Boosting the Mesh Density of Stress Field in Plane-Strain Problems Using Deep Learning Method5
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures5
Digital Twins About Humans—Design Objectives From Three Projects5
Generative Transformers for Design Concept Generation5
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies5
Fuzzy Concept Evaluation Based on Prospect Theory and Heterogeneous Evaluation Information5
Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models5
Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions5
A Comparative Study of Virtual Footwear Try-On Applications in Virtual and Augmented Reality5
Q-Model: An Artificial Intelligence Based Methodology for the Development of Autonomous Robots5
Wireless Cyber-Physical System Performance Evaluation Through a Graph Database Approach5
An Improved Phenotype-Genotype Mapping for Solving Selective Assembly Problem Using Evolutionary Optimization Algorithms5
Multisensory Virtual Reality for Delivering Training Content to Machinery Operators5
Digital Twin-Driven Product Sustainable Design for Low Carbon Footprint5
Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating5
Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism5
Characterizations and Optimization for Resilient Manufacturing Systems With Considerations of Process Uncertainties5
Data-Driven Heuristic Induction From Human Design Behavior5
Additive Manufacturing In Situ and Ex Situ Geometric Data Registration5
A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms5
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography5
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