OOIR: Observatory of International Research

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 2021-06-01 to 2025-06-01.)

Article	Citations
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	51
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	49
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	48
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	39
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	39
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	37
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	28
A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes	27
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	22
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	22
A Digital Twin-Based Method for Assembly Deviations Analysis	21
Risk-Bounded and Probabilistic Roadmap-Based Motion Planner for Arbitrarily Shaped Robots With Uncertainty	21
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 Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	19
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	19
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	17
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	16
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	16
Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities	15
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	15
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	15
A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution	15
Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing	15
What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files	14
Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information	14

Machine-Learning Metacomputing for Materials Science Data	13
MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks	13
Ontology-Guided Data Sharing and Federated Quality Control With Differential Privacy in Additive Manufacturing	13
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders	13
Biomechanical Study and Prediction of Lower Extremity Joint Movements Using Bayesian Regularization-Based Backpropagation Neural Network	12
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	12
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	12
A Surface Defect Detection Method Via Fusing Multi-Level Features	11
A Coupled Spring Forced Bat Searching Algorithm for Energy Resource Management	11
Evaluation of Clinical and Technical Parameters to Customize Total Knee Arthroplasty Implants	11
Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems	11
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment	11
Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials	11
AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications	10
An LLM-Augmented Method to Assist Novice Designers in Divergent Thinking	10
Cyber-Physical System Implementation for Manufacturing With Analytics in the Cloud Layer	10
An Approach to Variation Simulation of Final Aircraft Assembly With Presence of Sealant	10
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	10
Calibration of RAFM Micromechanical Model for Creep Using Bayesian Optimization for Functional Output	10
Designing Robotic Manipulation: Exploring Knowledge Transfer in CausalWorld	10
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace	9
Hybrid Reduction Techniques With Covariate Shift Optimization in High-Dimensional Track Geometry	9
Probabilistic Printability Maps for Laser Powder Bed Fusion Via Functional Calibration and Uncertainty Propagation	9
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments	9
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies	9
Identify Finger Rotation Angles With ArUco Markers and Action Cameras	9
Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization	9
Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation	9
An Experimental Study on the Design of Interaction Modalities in Augmented Reality for Industrial Robot Programming	9
LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation	9
Towards Robust Methodology in Large-Scale Urban Reconstruction	9
Band-Limited Vibrotactile Noise Enhances Fingertip Haptic Sensation	9
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	9
ReqNet and ReqSim: A Network and Semantic Similarity Dataset of Requirements From the Tree Structure of System Requirement Specifications	9
Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen	9
Multiphysics Missing Data Synthesis: A Machine Learning Approach for Mitigating Data Gaps and Artifacts	8
A Framework for Inverse Prediction Using Functional Response Data	8
Special Issue: Highlights of CIE 2024	8
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	8
Reconstruction Algorithm for Complex Dexel Models Based on Composite Block Partition	8
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	8
A Local Approach for Computing Smooth B-Spline Surfaces for Arbitrary Quadrilateral Base Meshes	8
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	8
Impedance Sensitivity Analysis Based on Discontinuous Isogeometric Boundary Element Method in Automotive Acoustics	8
Visualizing Standardized Model-Based Design and Inspection Data in Augmented Reality	8
Soft- and Hard-Kill Hybrid Graphics Processing Unit-Based Bidirectional Evolutionary Structural Optimization	8
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	8
Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows	8
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	7
Determination of Multi-Component Failure in Automotive System Using Deep Learning	7

Digital Twins About Humans—Design Objectives From Three Projects	7
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems	7
Special Issue: Machine Learning and Representation Issues in CAD/CAM	7
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	7
Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems	7
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	7
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	7
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	7
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	7
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	7
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	7
Design Evaluations in Educational Settings: A Neuroscientific Study of Incentivized Test/Retest on Student Performance	7
What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?	6
Human Digital Twin, the Development and Impact on Design	6
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines	6
Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications	6
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	6
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	6
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model	6
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	6
Understanding the Impact of Applying Large Language Model in Engineering Design Education	6
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	6
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	6
Multi-Task Learning for Intention and Trajectory Prediction in Human–Robot Collaborative Disassembly Tasks	6
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	6
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future	6
Self-Supervised Multilabel Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing	5
A Novel Industrial Software Model for Social Manufacturing	5
Special Section: Symbiotic Human–Artificial Intelligence Partnership for Next-Generation Factories	5
Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis	5
Comparative Analysis of Convolutional Neural Network Architectures for Automated Knee Segmentation in Medical Imaging: A Performance Evaluation	5
A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage	5
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies	5
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers	5
Determining Valid Parameter Ranges for Multiparameter Editing of Three-Dimensional Parametric Computer-Aided Design Models	5
A Framework of Real-Time Knowledge Capture and Formalization for Model-Based Design With Spoken Annotation and Design Operations	5
Seeking Human Help to Manage Plan Failure Risks in Semi-Autonomous Mobile Manipulation	5
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks	5
Reviewer’s Recognition	5
Special Issue: Cybersecurity in Manufacturing	5
Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing	5
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	5
Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty	5
Reflections on Designing in the Wild: How Theories of Design Information Manifest in Practice	5
Design for Artificial Intelligence: Proposing a Conceptual Framework Grounded in Data Wrangling	5
Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction	5
Smart Vaccine Manufacturing Using Novel Biotechnology Platforms: A Study During COVID-19	5
Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method	5
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing	5
User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models	5
An Improved Parameterized Interpolation Method Based on Modified Chord Length	5