Journal of Computing and Information Science in Engineering

Article	Citations
Image-Based Surface Defect Detection Using Deep Learning: A Review	98
Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue	64
Digital Twins: Review and Challenges	59
Digital Twin-Driven Remaining Useful Life Prediction for Gear Performance Degradation: A Review	40
Engineering Knowledge Graph From Patent Database	32
Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features	32
Measuring the Performance Impact of Using the Microsoft HoloLens 1 to Provide Guided Assembly Work Instructions	29
From Scan Strategy to Melt Pool Prediction: A Neighboring-Effect Modeling Method	28
A Review of Methods for the Geometric Post-Processing of Topology Optimized Models	28
Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks	28
sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications	27
Predicting Flexural Strength of Additively Manufactured Continuous Carbon Fiber-Reinforced Polymer Composites Using Machine Learning	24
Biomechanical Study and Prediction of Lower Extremity Joint Movements Using Bayesian Regularization-Based Backpropagation Neural Network	22
Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing	21
Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach	19
A Zero Trust Hybrid Security and Safety Risk Analysis Method	19
Real-Time Prediction of Remaining Useful Life and Preventive Maintenance Strategy Based on Digital Twin	19
Digital Twin-Driven Rapid Customized Design of Board-Type Furniture Production Line	18
Quality Deviation Control for Aircraft Using Digital Twin	18
MVCNN++: Computer-Aided Design Model Shape Classification and Retrieval Using Multi-View Convolutional Neural Networks	17
Exploring System of Systems Resilience Versus Affordability Trade-Space Using a Bio-Inspired Metric	16
A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing	16
Multidimensional Data Modeling and Model Validation for Digital Twin Workshop	14
Tool Wear Online Monitoring Method Based on DT and SSAE-PHMM	14
An Energy-Based Framework for Nonlinear Kinetostatic Modeling of Compliant Mechanisms Utilizing Beam Flexures	13

Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework	13
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance	13
Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations	13
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	13
Anisotropic Multicomponent Topology Optimization for Additive Manufacturing With Build Orientation Design and Stress-Constrained Interfaces	12
Digital Twin-Driven Controller Tuning Method for Dynamics	12
Boundary Encryption-Based Monte Carlo Learning Method for Workspace Modeling	12
Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems	12
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
Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes	11
Design of a Serious Game for Children to Raise Awareness on Plastic Pollution and Promoting Pro-Environmental Behaviors	11
A Deep Lifelong Learning Method for Digital Twin-Driven Defect Recognition With Novel Classes	11
Solution of Biharmonic Equation in Complicated Geometries With Physics Informed Extreme Learning Machine	10
An Image-Based Approach to Variational Path Synthesis of Linkages	10
Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications	10
User Requirements Analysis on Augmented Reality-Based Maintenance in Manufacturing	10
Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures	10
Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators	9
An Extended Bayesian Optimization Approach to Decentralized Swarm Robotic Search	9
A Normal Equation-Based Extreme Learning Machine for Solving Linear Partial Differential Equations	9
Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions	9
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	9
Region-Based Efficient Computer Numerical Control Machining Using Point Cloud Data	9
Automated Generation of Fault Scenarios to Assess Potential Human Errors and Functional Failures in Early Design Stages	9
Performance Evaluation of the Data Clustering Techniques and Cluster Validity Indices for Efficient Toolpath Development for Incremental Sheet Forming	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
Structural Design Space Exploration Using Principal Component Analysis	8
Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments	8
Strategies for Speeding Up Manipulator Path Planning to Find High Quality Paths in Cluttered Environments	8
Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory	8
An Ontology-Based Framework for Decision Support in Assembly Variant Design	8
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	8
Research on Curved Layer Fused Deposition Modeling With a Variable Extruded Filament	8
Visualizing Standardized Model-Based Design and Inspection Data in Augmented Reality	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
A Voxel Model-Based Process-Planning Method for Five-Axis Machining of Complicated Parts	8
Product Multibody Dynamics Analysis for Low-Carbon Footprint	8
Posture-Invariant Three Dimensional Human Hand Statistical Shape Model	8
A Generative Approach for Scheduling Multi-Robot Cooperative Three-Dimensional Printing	7
A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction	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 Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing	7
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	7
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	7
A New Heat Source Model for Keyhole Mode Laser Welding	7
Multiphysics Simulation of Nucleation and Grain Growth in Selective Laser Melting of Alloys	7
An Integrated Framework for Optimal Design of Complex Mechanical Products	7

Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning	7
Simulation-Based Hybrid Optimization Method for the Digital Twin of Garment Production Lines	6
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	6
Numerical Framework and Design Optimization of an Intrinsically Compliant 3-DOF Parallel Robot	6
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	6
Short-Term Cross-Sectional Time-Series Wear Prediction by Deep Learning Approaches	6
Two-Dimensional Versus Three-Dimensional Symmetric Lifting Motion Prediction Models: A Case Study	6
Risk Analysis of Engineering Change for Distributed Product Design	6
A Surface Defect Detection Method Via Fusing Multi-Level Features	6
Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning	6
Online Detection of Turning Tool Wear Based on Machine Vision	6
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	5
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies	5
Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models	5
Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction	5
Cyber-Physical System Implementation for Manufacturing With Analytics in the Cloud Layer	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
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	5
Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing	5
Fuzzy Concept Evaluation Based on Prospect Theory and Heterogeneous Evaluation Information	5
A Comparison Study of Human and Machine-Generated Creativity	5
A Comparative Study of Virtual Footwear Try-On Applications in Virtual and Augmented Reality	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
Supporting Household Waste Sorting Practices by Addressing Information Gaps	5
Patent Data for Engineering Design: A Critical Review and Future Directions	5
Generative Transformers for Design Concept Generation	5
A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation	5
A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot	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
Data-Driven Heuristic Induction From Human Design Behavior	5
Additive Manufacturing In Situ and Ex Situ Geometric Data Registration	5
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	5
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction	5
A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms	5
Digital Twin-Driven Product Sustainable Design for Low Carbon Footprint	4
Deep Learning-Driven Design of Robot Mechanisms	4
Isogeometric Shape Optimization for Design Dependent Loads	4
Engineering Document Summarization: A Bidirectional Language Model-Based Approach	4
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks	4
Partial Disassembly Line Balancing Problem Analysis Based on Sequence-Dependent Stochastic Mixed-Flow	4
Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions	4
A Novel Nonlinear Disturbance Observer embedded Second-Order Finite Time Tracking-based Controller for Robotic Manipulators	4
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	4
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks	4
Digital Twins About Humans—Design Objectives From Three Projects	4
An Efficient Iso-Scallop Toolpath Planning Strategy Using Voxel-Based Computer Aided Design Model	4
Quantitative Assessment of Shoulder Rehabilitation Using Digital Motion Acquisition and Convolutional Neural Network	4
Characterizations and Optimization for Resilient Manufacturing Systems With Considerations of Process Uncertainties	4
Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions	4
A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling	4
An Advanced Comprehensive Approach to Accurately Modeling the Face-Milled Generated Spiral Bevel Gears	4
SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker	4
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	4
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	4
Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain	4
A Framework for Inverse Prediction Using Functional Response Data	4
Design of Customized Virtual Reality Serious Games for the Cognitive Rehabilitation of Retrograde Amnesia After Brain Stroke	4
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics	4
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	4
Zero-Trust for the System Design Lifecycle	4
Cable Angle and Minimum Resultant Force Response Analysis of Lower Limb Traction Device for Rehabilitation Robot With Interval Parameters	4
A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes	4
Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing	4
An Improved Phenotype-Genotype Mapping for Solving Selective Assembly Problem Using Evolutionary Optimization Algorithms	4
Multisensory Virtual Reality for Delivering Training Content to Machinery Operators	4
The Effect of Different Occupational Background Noises on Voice Recognition Accuracy	3
Reusing and Extending Standards-Based Unit Manufacturing Process Models for Characterizing Sustainability Performance	3
Determination of Time-to-Failure for Automotive System Components Using Machine Learning	3
Symbolic and Numeric Kernel Division for Graphics Processing Unit-Based Finite Element Analysis Assembly of Regular Meshes With Modified Sparse Storage Formats	3
A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution	3
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders	3
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	3
Human Digital Twin, the Development and Impact on Design	3
Scalability Testing Approach for Internet of Things for Manufacturing SQL and NoSQL Database Latency and Throughput	3
Using a Point-Line-Plane Representation for Unified Simulation of Planar and Spherical Mechanisms	3
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	3
Partitioned Active Learning for Heterogeneous Systems	3

A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods	3
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	3
Stroke-Hover Intent Recognition for Mid-Air Curve Drawing Using Multi-Point Skeletal Trajectories	3
Data-Driven Approaches for Characterization of Aerodynamics on Super High-Speed Elevators	3
Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing	3
Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information	3
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines	3
A Formal Representation of Conjugate Verbs for Function Modeling	3
A Machine Learning Approach to Solve the Alt–Burmester Problem for Synthesis of Defect-Free Spatial Mechanisms	3
Adaptive Virtual Reality Exergame: Promoting Physical Activity Among Workers	3
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing	3
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	3
Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage	3
Special Issue: Digital Twin-Driven Design and Manufacturing	3
An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions	3
Concise and Effective Network for 3D Human Modeling From Orthogonal Silhouettes	3
Virtual Fixture Generation for Task Planning With Complex Geometries	3
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	3
Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality	3
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	3
A Functional Failure Analysis Method of Identifying and Mitigating Spurious System Emissions From a System of Interest in a System of Systems	3
Design of a Deep Post Gripping Perception Framework for Industrial Robots	3
A Local Approach for Computing Smooth B-Spline Surfaces for Arbitrary Quadrilateral Base Meshes	3
An Improved Parameterized Interpolation Method Based on Modified Chord Length	2
A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode	2
Enabling Traceability in Agri-Food Supply Chains Using an Ontological Approach	2
Finite-State Automata-Based Representation of Device States for Function Modeling of Multimodal Devices	2
Automated and Adaptive Geometry Preparation for AR/VR-Applications	2
Optimal Sequence Planning for Robotic Sorting of Recyclables From Source-Segregated Municipal Solid Waste	2
Opportunities and Challenges of Quantum Computing for Engineering Optimization	2
Information Exchange Patterns in Digital Engineering: An Observational Study Using Web-Based Virtual Design Studio	2
Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds	2
Functionally Graded Non-Periodic Cellular Structure Design and Optimization	2
A Data-Driven Wheel Wear Prediction Model for Rail Train Based on LM-OMP-NARXNN	2
Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds	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
A Recommender System for the Additive Manufacturing of Component Inventories Using Machine Learning	2
Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis	2
Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models	2
Carbon Neutrality: A Review	2
User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models	2
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	2
Optimal Design and Sensitivity Analysis of the Dynamic Vibration Absorber With Amplifying Mechanism	2
An Open-Source Olfactory Display to Add the Sense of Smell to the Metaverse	2
Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation	2
A Coarea Formulation for Grid-Based Evaluation of Volume Integrals	2
A New Implementation of ontostep: Flexible Generation of Ontology and Knowledge Graphs of express-Driven Data	2
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	2
Hybrid Cost-Tolerance Allocation and Production Strategy Selection for Complex Mechanisms: Simulation and Surrogate Built-In Optimization Models	2
Towards a Holistic and Functional Model-Based Design Method for Mechatronic Cyber-Physical Systems	2
Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals	2
Smart Vaccine Manufacturing Using Novel Biotechnology Platforms: A Study During COVID-19	2
Identify Finger Rotation Angles With ArUco Markers and Action Cameras	2
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies	2
Stream Surface-Supported Fundamental Sheets Insertion Toward High-Quality Hex Meshing	2
Downstream Computer-Aided Design, Engineering, and Manufacturing Integration Using Exchangeable Persistent Identifiers in Neutral Re-imported Computer-Aided Design Models	2
Making-a-Scene: A Preliminary Case Study on Speech-Based 3D Shape Exploration Through Scene Modeling	2
A Particle Finite Element Method for Additive Manufacturing Simulations	2
Dynamic Characteristics of Electromechanical Coupling and Fuzzy Control of Intelligent Joints for Robot Drive and Control	2
Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models	2
Optimization of the Installation Sequence for the Temporary Fasteners in the Aircraft Industry	2
A Statistical Design of Experiments Approach to Machine Learning Model Selection in Engineering Applications	2