OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Computing and Information Science in Engineering is 6. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	80
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	54
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	52
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	41
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	37
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	33
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	28
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	22
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	21
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	21
A Digital Twin-Based Method for Assembly Deviations Analysis	20
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling	20
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	19
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	19
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	18
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	18
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	17
Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing	16
Risk-Bounded and Probabilistic Roadmap-Based Motion Planner for Arbitrarily Shaped Robots With Uncertainty	16
A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution	16
Cyber-Physical Security Vulnerabilities Identification and Classification in Smart Manufacturing: A Defense-in-Depth Driven Framework and Taxonomy	15
Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information	15
Machine-Learning Metacomputing for Materials Science Data	15
MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks	14
Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems	14

Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	13
Ontology-Guided Data Sharing and Federated Quality Control With Differential Privacy in Additive Manufacturing	13
Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities	13
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders	13
An Approach to Variation Simulation of Final Aircraft Assembly With Presence of Sealant	12
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	12
Identify Finger Rotation Angles With ArUco Markers and Action Cameras	12
Calibration of RAFM Micromechanical Model for Creep Using Bayesian Optimization for Functional Output	12
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment	12
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	12
Designing Robotic Manipulation: Exploring Knowledge Transfer in CausalWorld	12
What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files	12
A Surface Defect Detection Method Via Fusing Multi-Level Features	12
Evaluation of Clinical and Technical Parameters to Customize Total Knee Arthroplasty Implants	11
AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications	11
Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation	11
Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials	11
An Large Language Model-Augmented Method to Assist Novice Designers in Divergent Thinking	11
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	11
Deep Learning-Based Flange Dimension Measurement for Industrial Parts by Integrating Self-Supervised Binary Image Segmentation and Contour Detection	10
Band-Limited Vibrotactile Noise Enhances Fingertip Haptic Sensation	10
Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen	10
A Quantitative Method for Analyzing Collective Behavior of Multi-Agent Systems Based on Environmental Complexity	10
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments	10
Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization	10
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	10
Probabilistic Printability Maps for Laser Powder Bed Fusion Via Functional Calibration and Uncertainty Propagation	10
Towards Robust Methodology in Large-Scale Urban Reconstruction	10
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies	10
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace	10
Reconstruction Algorithm for Complex Dexel Models Based on Composite Block Partition	9
LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation	9
ReqNet and ReqSim: A Network and Semantic Similarity Dataset of Requirements From the Tree Structure of System Requirement Specifications	9
Multiphysics Missing Data Synthesis: A Machine Learning Approach for Mitigating Data Gaps and Artifacts	9
Impedance Sensitivity Analysis Based on Discontinuous Isogeometric Boundary Element Method in Automotive Acoustics	9
Soft- and Hard-Kill Hybrid Graphics Processing Unit-Based Bidirectional Evolutionary Structural Optimization	9
An Experimental Study on the Design of Interaction Modalities in Augmented Reality for Industrial Robot Programming	9
Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows	9
Special Issue: Highlights of CIE 2024	9
A Framework for Inverse Prediction Using Functional Response Data	9
Visualizing Standardized Model-Based Design and Inspection Data in Augmented Reality	9
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	9
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	9
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	8
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	8
Advancing Thermal Physics Informed PointNet Distortion Prediction Capabilities in Wire Arc Directed Energy Deposition	8
Determination of Multi-Component Failure in Automotive System Using Deep Learning	8
Digital Twins About Humans—Design Objectives From Three Projects	8
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	8
Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems	8

Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model	8
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	8
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	8
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems	8
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	8
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	8
Design Evaluations in Educational Settings: A Neuroscientific Study of Incentivized Test/Retest on Student Performance	7
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines	7
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	7
What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?	7
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	7
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	7
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	7
User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models	7
A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage	7
Understanding the Impact of Applying Large Language Model in Engineering Design Education	7
Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing	7
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	7
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	7
Human Digital Twin, the Development and Impact on Design	7
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers	7
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	7
Enhancing Information Security in Smart Manufacturing Through Least Significant Bit Steganography in Engineering Drawings	7
Special Issue: Machine Learning and Representation Issues in CAD/CAM	7
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	6
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	6
Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method	6
Comparative Analysis of Convolutional Neural Network Architectures for Automated Knee Segmentation in Medical Imaging: A Performance Evaluation	6
A Novel Industrial Software Model for Social Manufacturing	6
Smart Vaccine Manufacturing Using Novel Biotechnology Platforms: A Study During COVID-19	6
Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty	6
Multi-Task Learning for Intention and Trajectory Prediction in Human–Robot Collaborative Disassembly Tasks	6
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing	6
Reviewer’s Recognition	6
Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction	6
Determining Valid Parameter Ranges for Multiparameter Editing of Three-Dimensional Parametric Computer-Aided Design Models	6
Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis	6
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future	6
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	6
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies	6
Special Issue: Cybersecurity in Manufacturing	6
Self-Supervised Multilabel Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing	6
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks	6