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 2021-08-01 to 2025-08-01.)

Article	Citations
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	70
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	52
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	50
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	40
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	33
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	32
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	24
A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes	22
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	21
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	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	19
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	18
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	18
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	18
Risk-Bounded and Probabilistic Roadmap-Based Motion Planner for Arbitrarily Shaped Robots With Uncertainty	17
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	16
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	16
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	16
Cyber-Physical Security Vulnerabilities Identification and Classification in Smart Manufacturing: A Defense-in-Depth Driven Framework and Taxonomy	15
Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing	15
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	15
A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution	14
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	13
MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks	13

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

Determination of Multi-Component Failure in Automotive System Using Deep Learning	8
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	8
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	8
Soft- and Hard-Kill Hybrid Graphics Processing Unit-Based Bidirectional Evolutionary Structural Optimization	8
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	8
Design Evaluations in Educational Settings: A Neuroscientific Study of Incentivized Test/Retest on Student Performance	7
Special Issue: Machine Learning and Representation Issues in CAD/CAM	7
Human Digital Twin, the Development and Impact on Design	7
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	7
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	7
Enhancing Information Security in Smart Manufacturing Through Least Significant Bit Steganography in Engineering Drawings	7
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	7
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition 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
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model	7
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	7
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	7
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers	7
What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?	7
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future	6
Reviewer’s Recognition	6
Determining Valid Parameter Ranges for Multiparameter Editing of Three-Dimensional Parametric Computer-Aided Design Models	6
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing	6
Multi-Task Learning for Intention and Trajectory Prediction in Human–Robot Collaborative Disassembly Tasks	6
User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models	6
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines	6
Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty	6
Special Issue: Cybersecurity in Manufacturing	6
Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing	6
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	6
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	6
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	6
Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method	6
An Improved Parameterized Interpolation Method Based on Modified Chord Length	6
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies	6
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	6