OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Computing and Information Science in Engineering is 7. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	107
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	56
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study	45
Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning	45
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	37
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	33
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	24
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	24
A Digital Twin-Based Method for Assembly Deviations Analysis	22
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	22
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling	22
Risk-Bounded and Probabilistic Roadmap-Based Motion Planner for Arbitrarily Shaped Robots With Uncertainty	21
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	21
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	21
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy	19
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	19
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	18
A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study	17
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders	16
Machine-Learning Metacomputing for Materials Science Data	16
Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities	16
MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks	16
Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing	15
Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems	15
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	14

Ontology-Guided Data Sharing and Federated Quality Control With Differential Privacy in Additive Manufacturing	14
Cyber-Physical Security Vulnerabilities Identification and Classification in Smart Manufacturing: A Defense-in-Depth Driven Framework and Taxonomy	14
What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files	14
A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution	14
AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications	13
Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot	13
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	13
Parameter Identification of an Abrasive Manufacturing Process With Machine Learning of Measured Surface Topography Information	13
Designing Robotic Manipulation: Exploring Knowledge Transfer in CausalWorld	12
Identify Finger Rotation Angles With ArUco Markers and Action Cameras	12
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment	12
Evaluation of Clinical and Technical Parameters to Customize Total Knee Arthroplasty Implants	12
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	12
A Surface Defect Detection Method Via Fusing Multi-Level Features	12
Calibration of RAFM Micromechanical Model for Creep Using Bayesian Optimization for Functional Output	12
Deep Learning-Based Flange Dimension Measurement for Industrial Parts by Integrating Self-Supervised Binary Image Segmentation and Contour Detection	12
An Large Language Model-Augmented Method to Assist Novice Designers in Divergent Thinking	12
An Approach to Variation Simulation of Final Aircraft Assembly With Presence of Sealant	12
Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization	11
Probabilistic Printability Maps for Laser Powder Bed Fusion Via Functional Calibration and Uncertainty Propagation	11
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	11
Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation	11
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace	11
Towards Robust Methodology in Large-Scale Urban Reconstruction	11
A Quantitative Method for Analyzing Collective Behavior of Multi-Agent Systems Based on Environmental Complexity	11
Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials	11
Band-Limited Vibrotactile Noise Enhances Fingertip Haptic Sensation	11
Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen	11
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	10
Efficient Joining Sequence Variation Analysis of Stochastic Batch Assemblies	10
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments	10
Impedance Sensitivity Analysis Based on Discontinuous Isogeometric Boundary Element Method in Automotive Acoustics	10
Soft- and Hard-Kill Hybrid Graphics Processing Unit-Based Bidirectional Evolutionary Structural Optimization	10
Conductivity Modeling of Intense Pulsed Light Sintered Printed Electronics via Gaussian Process-Enhanced RA-GAN	10
Data-Driven 3D-Printed Material Data Prediction From Benchmark Specimens	10
LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation	10
A Framework for Inverse Prediction Using Functional Response Data	10
ReqNet and ReqSim: A Network and Semantic Similarity Dataset of Requirements From the Tree Structure of System Requirement Specifications	10
Physical AI for Powering the Next Revolution in Robotics	9
An Experimental Study on the Design of Interaction Modalities in Augmented Reality for Industrial Robot Programming	9
Linking Geometric Features to Distortion Risk in Laser Powder Bed Fusion via Clustering	9
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	9
Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows	9
Multiphysics Missing Data Synthesis: A Machine Learning Approach for Mitigating Data Gaps and Artifacts	9
Digital Twins About Humans—Design Objectives From Three Projects	9
Special Issue: Highlights of CIE 2024	9
Visualizing Standardized Model-Based Design and Inspection Data in Augmented Reality	9
Reconstruction Algorithm for Complex Dexel Models Based on Composite Block Partition	9
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	9
Advancing Thermal Physics-Informed PointNet Distortion Prediction Capabilities in Wire Arc-Directed Energy Deposition	9

A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	8
Special Issue: Machine Learning and Representation Issues in CAD/CAM	8
Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems	8
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	8
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	8
Human Digital Twin, the Development and Impact on Design	8
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	8
Enhancing Information Security in Smart Manufacturing Through Least Significant Bit Steganography in Engineering Drawings	8
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model	8
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design	8
SEGMENTATION OF ADDITIVE MANUFACTURING DEFECTS USING U-NET	8
Design Evaluations in Educational Settings: A Neuroscientific Study of Incentivized Test/Retest on Student Performance	8
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems	8
Advancements in Kinematic Synthesis: Data-driven Methods for Mechanism Design	8
Determination of Multi-Component Failure in Automotive System Using Deep Learning	8
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	8
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	8
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	8
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers	7
Understanding the Impact of Applying Large Language Model in Engineering Design Education	7
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks	7
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies	7
Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures	7
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations	7
Multi-Task Learning for Intention and Trajectory Prediction in Human–Robot Collaborative Disassembly Tasks	7
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	7
A Surrogate Model to Predict Production Performance in Digital Twin-Based Smart Manufacturing	7
Special Issue: Cybersecurity in Manufacturing	7
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	7
Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing	7
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines	7
What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?	7
Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh	7
Reviewer’s Recognition	7
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future	7
A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage	7
User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models	7