Journal of Computing and Information Science in Engineering

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
Quality Deviation Control for Aircraft Using Digital Twin	23
Exploring System of Systems Resilience Versus Affordability Trade-Space Using a Bio-Inspired Metric	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
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	15
Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations	15
Design of a Serious Game for Children to Raise Awareness on Plastic Pollution and Promoting Pro-Environmental Behaviors	14
User Requirements Analysis on Augmented Reality-Based Maintenance in Manufacturing	13

Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives	13
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
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
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
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
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
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
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
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
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
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
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
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	6
A Novel Nonlinear Disturbance Observer embedded Second-Order Finite Time Tracking-based Controller for Robotic Manipulators	6
Risk Analysis of Engineering Change for Distributed Product Design	6
Partitioned Active Learning for Heterogeneous Systems	6
A Surface Defect Detection Method Via Fusing Multi-Level Features	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
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
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
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
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
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
A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes	4
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks	4
An Efficient Iso-Scallop Toolpath Planning Strategy Using Voxel-Based Computer Aided Design Model	4
An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions	4
Towards a Holistic and Functional Model-Based Design Method for Mechatronic Cyber-Physical Systems	4
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	4
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders	4
Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality	4
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	4
A Machine Learning Approach to Solve the Alt–Burmester Problem for Synthesis of Defect-Free Spatial Mechanisms	4
Making Robotic Swarms Trustful: A Blockchain-Based Perspective	4
Optimization of the Installation Sequence for the Temporary Fasteners in the Aircraft Industry	4
Special Issue: Digital Twin-Driven Design and Manufacturing	4
Finite-State Automata-Based Representation of Device States for Function Modeling of Multimodal Devices	4
Virtual Fixture Generation for Task Planning With Complex Geometries	4
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	4
A Formal Representation of Conjugate Verbs for Function Modeling	4
Adaptive Virtual Reality Exergame: Promoting Physical Activity Among Workers	4
Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models	4
Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage	4
Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen	4
A New Implementation of ontostep: Flexible Generation of Ontology and Knowledge Graphs of express-Driven Data	4
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	4
Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information	4
Zero-Trust for the System Design Lifecycle	4
The Design of a Virtual Prototyping System for Authoring Interactive Virtual Reality Environments From Real-World Scans	3
A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution	3
Static Response Analysis of a Dual Crane System Using Fuzzy Parameters	3
Information Exchange Patterns in Digital Engineering: An Observational Study Using Web-Based Virtual Design Studio	3
Privacy-Preserving Neural Networks for Smart Manufacturing	3
An Open-Source Olfactory Display to Add the Sense of Smell to the Metaverse	3
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing	3
Unsupervised Anomaly Detection via Nonlinear Manifold Learning	3
Unsupervised Domain Deep Transfer Learning Approach for Rolling Bearing Remaining Useful Life Estimation	3
Data-Driven Approaches for Characterization of Aerodynamics on Super High-Speed Elevators	3
Symbolic and Numeric Kernel Division for Graphics Processing Unit-Based Finite Element Analysis Assembly of Regular Meshes With Modified Sparse Storage Formats	3
An Approach to Variation Simulation of Final Aircraft Assembly With Presence of Sealant	3
Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models	3
An Advanced Comprehensive Approach to Accurately Modeling the Face-Milled Generated Spiral Bevel Gears	3
Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing	3

Dynamic Characteristics of Electromechanical Coupling and Fuzzy Control of Intelligent Joints for Robot Drive and Control	3
Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling	3
Scalability Testing Approach for Internet of Things for Manufacturing SQL and NoSQL Database Latency and Throughput	3
A Local Approach for Computing Smooth B-Spline Surfaces for Arbitrary Quadrilateral Base Meshes	3
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments	3
A Deep Convolutional Neural Network-Based Method for Self-Piercing Rivet Joint Defect Detection	3
Concise and Effective Network for 3D Human Modeling From Orthogonal Silhouettes	3
Identify Finger Rotation Angles With ArUco Markers and Action Cameras	3
Smart Vaccine Manufacturing Using Novel Biotechnology Platforms: A Study During COVID-19	3
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment	3
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies	3
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines	3
An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment	3
Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds	3
A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods	3
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	3
Seeking Human Help to Manage Plan Failure Risks in Semi-Autonomous Mobile Manipulation	3
Isogeometric Shape Optimization for Design Dependent Loads	3
Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis	3
A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode	3
A Comparison of Graph-Theoretic Approaches for Resilient System of Systems Design	3
Assisted Spatial Sit-to-Stand Prediction-Part 1: Virtual Healthy Elderly Individuals	3
Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design	2
Making-a-Scene: A Preliminary Case Study on Speech-Based 3D Shape Exploration Through Scene Modeling	2
A Simple and Fast Hole Detection Algorithm for Triangulated Surfaces	2
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	2
A Particle Finite Element Method for Additive Manufacturing Simulations	2
A Computer-Aided Design-Based Tolerance Analysis of Assemblies With Form Defects and Deformations of Nonrigid Parts	2
Research on Path Planning for Reducing Vibration Fatigue of Precision Equipment Transportation	2
Cellular Chaos: Statistically Self-Similar Structures Based on Chaos Game	2
A Recommender System for the Additive Manufacturing of Component Inventories Using Machine Learning	2
A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage	2
Framing Supradisciplinary Research for Intellectualized Cyber-Physical Systems: An Unfinished Story	2
Supply Chain as a Complex System: Environmental Impact Evaluation and Perception	2
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	2
Functionally Graded Non-Periodic Cellular Structure Design and Optimization	2
Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation	2
Computational Design for Digitally Fabricated 3D Inductive Power Transfer Coils	2
A Data-Driven Wheel Wear Prediction Model for Rail Train Based on LM-OMP-NARXNN	2
An Invariant Representation of Coupler Curves Using a Variational AutoEncoder: Application to Path Synthesis of Four-Bar Mechanisms	2
Sensor Data Protection Through Integration of Blockchain and Camouflaged Encryption in Cyber-Physical Manufacturing Systems	2
Enabling Traceability in Agri-Food Supply Chains Using an Ontological Approach	2
Evaluation of Clinical and Technical Parameters to Customize Total Knee Arthroplasty Implants	2
Feature Extraction Based on Self-Supervised Learning for Remaining Useful Life Prediction	2
Automated and Adaptive Geometry Preparation for AR/VR-Applications	2
A Physics-Driven Method for Determining Wheel—Rail Contact Area With Gradient-Based Optimization	2
Data-Driven Sensor Selection for Signal Estimation of Vertical Wheel Forces in Vehicles	2
Optimal Design and Sensitivity Analysis of the Dynamic Vibration Absorber With Amplifying Mechanism	2
A Bayesian Hierarchical Model for Extracting Individuals’ Theory-Based Causal Knowledge	2
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	2
Assisted Spatial Sit-to-Stand Prediction—Part 2: Virtual Injured Elderly Individuals	2
Metal Surface Defect Detection Method Based on Improved Cascade R-CNN	2
Hybrid Cost-Tolerance Allocation and Production Strategy Selection for Complex Mechanisms: Simulation and Surrogate Built-In Optimization Models	2
An Improved Parameterized Interpolation Method Based on Modified Chord Length	2
Information Embedding for Secure Manufacturing: Challenges and Research Opportunities	2
Uncertainty Quantification and Optimal Robust Design for Machining Operations	2
Cervical Spine Finite Element Models for Healthy Subjects: Development and Validation	2
User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models	2