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 2021-05-01 to 2025-05-01.)

Article	Citations
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	48
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	46
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	45
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	39
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	38
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	36
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	32
A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes	28
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	27
Risk-Bounded and Probabilistic Roadmap-Based Motion Planner for Arbitrarily-Shaped Robots with Uncertainty	26
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	25
A Digital Twin-Based Method for Assembly Deviations Analysis	23
A Formal Representation of Conjugate Verbs for Function Modeling	22
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	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	21
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	19
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	19
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	18
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	18
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	17
Biomechanical Study and Prediction of Lower Extremity Joint Movements Using Bayesian Regularization-Based Backpropagation Neural Network	16
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	16
Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems	16
A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution	15
Virtual Fixture Generation for Task Planning With Complex Geometries	15

Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities	15
Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing	15
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	15
Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information	14
Ontology-Guided Data Sharing and Federated Quality Control With Differential Privacy in Additive Manufacturing	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
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	12
Machine-Learning Metacomputing for Materials Science Data	12
Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials	11
Evaluation of Clinical and Technical Parameters to Customize Total Knee Arthroplasty Implants	11
A Coupled Spring Forced Bat Searching Algorithm for Energy Resource Management	11
Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation	11
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders	11
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment	10
Cyber-Physical System Implementation for Manufacturing With Analytics in the Cloud Layer	10
Calibration of RAFM Micromechanical Model for Creep Using Bayesian Optimization for Functional Output	10
Identify Finger Rotation Angles With ArUco Markers and Action Cameras	10
Segmentation-Based Wireframe Generation for Parametric Modeling of Human Body Shapes	10
An Approach to Variation Simulation of Final Aircraft Assembly With Presence of Sealant	10
DESIGNING ROBOTIC MANIPULATION: EXPLORING KNOWLEDGE TRANSFER IN CAUSALWORLD	10
A Surface Defect Detection Method Via Fusing Multi-Level Features	10
AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications	10
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	10
Towards Robust Methodology in Large-Scale Urban Reconstruction	9
Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization	9
Probabilistic Printability Maps for Laser Powder Bed Fusion Via Functional Calibration and Uncertainty Propagation	9
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	9
Stiffness Optimization of Redundant Mechanism Based on Elastic Coupling and Inertial Coupling Characteristics	9
Band-Limited Vibrotactile Noise Enhances Fingertip Haptic Sensation	9
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments	9
An Experimental Study on the Design of Interaction Modalities in Augmented Reality for Industrial Robot Programming	9
Hybrid Reduction Techniques With Covariate Shift Optimization in High-Dimensional Track Geometry	9
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace	9
Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen	9
ReqNet and ReqSim: A Network and Semantic Similarity Dataset of Requirements From the Tree Structure of System Requirement Specifications	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
A Local Approach for Computing Smooth B-Spline Surfaces for Arbitrary Quadrilateral Base Meshes	8
Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows	8
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies	8
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
Soft- and Hard-Kill Hybrid Graphics Processing Unit-Based Bidirectional Evolutionary Structural Optimization	8
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	8
LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation	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
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	8
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	8

Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems	7
Digital Twins About Humans—Design Objectives From Three Projects	7
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	7
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	7
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	7
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	7
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems	7
Determination of Multi-Component Failure in Automotive System Using Deep Learning	7
Automated Planning for Robotic Multi-Resolution Additive Manufacturing	7
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	7
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	7
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	6
Human Digital Twin, the Development and Impact on Design	6
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	6
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model	6
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers	6
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	6
Special Issue: Machine Learning and Representation Issues in CAD/CAM	6
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies	6
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	6
Multi-Task Learning for Intention and Trajectory Prediction in Human–Robot Collaborative Disassembly Tasks	6
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines	6
Static Response Analysis of a Dual Crane System Using Fuzzy Parameters	6
Design Evaluations in Educational Settings: A Neuroscientific Study of Incentivized Test/Retest on Student Performance	6
What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?	6
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	6
Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications	6
User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models	5
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future	5
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	5
Comparative Analysis of Convolutional Neural Network Architectures for Automated Knee Segmentation in Medical Imaging: A Performance Evaluation	5
Reviewer’s Recognition	5
Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction	5
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	5
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	5
Understanding the Impact of Applying Large Language Model in Engineering Design Education	5
Special Issue: Cybersecurity in Manufacturing	5
An Improved Parameterized Interpolation Method Based on Modified Chord Length	5
A Novel Industrial Software Model for Social Manufacturing	5
A Circle Intersection Method for Bi-Objective Optimization	5
A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage	5
Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing	5
Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method	5
Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty	5
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing	5