OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Computing and Information Science in Engineering is 9. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	222
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	72
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	72
Deep Operator Learning for High-Fidelity Fluid Flow Field Reconstruction From Sparse Sensor Measurements	46
Generative AI for Classification, Prediction, and Discovery of Consumer Product Recalls	40
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	39
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	38
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	37
Risk-Bounded and Probabilistic Roadmap-Based Motion Planner for Arbitrarily Shaped Robots With Uncertainty	34
Efficient Planning for Scalable and Load-Balanced Area Coverage by Multiple Unmanned Aerial Vehicles	33
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	33
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	33
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	33
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	31
A Digital Twin-Based Method for Assembly Deviations Analysis	30
Texture Design for Diverse Virtual Touch Sensations: Perceptual Breadth of Parameter-Driven Turing Patterns	29
Design Reuse Via Automated Requirements-Driven Retrieval: A Framework for Electronic Hardware	28
Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems	28
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	26
Adaptive Construction of Non-Deterministic Multi-Fidelity Surrogates Using a Hybrid Classification-Regression Scheme	25
Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities	23
MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks	23
What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files	22
Special Issue on Generative AI for Design, Manufacturing Processes, and Materials Systems: Part II	22
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	22

JCISE Awards	22
Ontology-Guided Data Sharing and Federated Quality Control With Differential Privacy in Additive Manufacturing	21
Physics-Informed Dynamic Cell Layout Planning for Matrix-Structured Manufacturing Workshops Under Volatile Environment	21
Scalable Super-Resolution of Flow Conveyance Systems Through Adaptive Domain Decomposition	21
Cyber-Physical Security Vulnerabilities Identification and Classification in Smart Manufacturing: A Defense-in-Depth Driven Framework and Taxonomy	21
Machine-Learning Metacomputing for Materials Science Data	20
Evaluation of Clinical and Technical Parameters to Customize Total Knee Arthroplasty Implants	20
Designing Robotic Manipulation: Exploring Knowledge Transfer in CausalWorld	19
Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials	19
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	18
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment	18
Navigating Standards in Engineering Design through Latent Textual Topology and LLMs	18
Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation	18
Deep Learning-Based Flange Dimension Measurement for Industrial Parts by Integrating Self-Supervised Binary Image Segmentation and Contour Detection	17
An Large Language Model-Augmented Method to Assist Novice Designers in Divergent Thinking	17
Calibration of RAFM Micromechanical Model for Creep Using Bayesian Optimization for Functional Output	17
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace	16
AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications	16
Band-Limited Vibrotactile Noise Enhances Fingertip Haptic Sensation	16
A Physics-Informed Deep Encoding-Parsing Network for Cross-Domain Bearing Fault Diagnosis Under Noisy Sensor Data	16
Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization	16
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	15
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments	15
Probabilistic Printability Maps for Laser Powder Bed Fusion Via Functional Calibration and Uncertainty Propagation	15
Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen	15
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	14
A Quantitative Method for Analyzing Collective Behavior of Multi-Agent Systems Based on Environmental Complexity	14
An Experimental Study on the Design of Interaction Modalities in Augmented Reality for Industrial Robot Programming	14
Impedance Sensitivity Analysis Based on Discontinuous Isogeometric Boundary Element Method in Automotive Acoustics	14
Hybrid Temporal Modeling and Generative Augmentation for Imbalanced Multivariate Time Series Anomaly Detection in Engineering Systems	14
Soft- and Hard-Kill Hybrid Graphics Processing Unit-Based Bidirectional Evolutionary Structural Optimization	14
Conductivity Modeling of Intense Pulsed Light Sintered Printed Electronics via Gaussian Process-Enhanced RA-GAN	14
Special Issue: JCISE 25th Anniversary Special Issue	14
Reconstruction Algorithm for Complex Dexel Models Based on Composite Block Partition	13
Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows	13
Multiphysics Missing Data Synthesis: A Machine Learning Approach for Mitigating Data Gaps and Artifacts	13
ReqNet and ReqSim: A Network and Semantic Similarity Dataset of Requirements From the Tree Structure of System Requirement Specifications	13
Aligning Agents With Experts in Material Selection: Prompting, Size, and Reasoning	13
Physical Artificial Intelligence for Powering the Next Revolution in Robotics	13
Special Issue: Highlights of CIE 2024	13
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	13
Data-Driven 3D-Printed Material Data Prediction From Benchmark Specimens	13
LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation	12
Linking Geometric Features to Distortion Risk in Laser Powder Bed Fusion via Clustering	12
Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems	12
Supply Chain Risk Management With Large Language Models: An Application for Natural Hazard Monitoring	12
Intelligent Design 4.0: Paradigm Evolution Toward the Agentic Artificial Intelligence Era	12
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	12
Synergizing Global Prototypes and Local Topology: A Dual-Branch Network for Robust Few-Shot Learning	12
Toward Smart Manufacturing Metaverse via Digital Twinning in Extended Reality	12

Solution-Guided Machine Learning for Physical Field Prediction in Complex Geometries	12
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	11
Advancing Thermal Physics-Informed PointNet Distortion Prediction Capabilities in Wire Arc-Directed Energy Deposition	11
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	11
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	11
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	11
Special Issue: Machine Learning and Representation Issues in CAD/CAM	11
Determination of Multi-Component Failure in Automotive System Using Deep Learning	11
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	11
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	11
Estimation of Control Intervals for Reinforcement Learning-Based Manufacturing-Line Control	10
Understanding the Impact of Applying Large Language Model in Engineering Design Education	10
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	10
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model	10
A Knowledge-Driven Framework for Automated Datum System Design in Body-in-White Assembly	10
What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?	10
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	10
Multi-Task Learning for Intention and Trajectory Prediction in Human–Robot Collaborative Disassembly Tasks	10
Advancements in Kinematic Synthesis: Data-Driven Methods for Mechanism Design	10
A Model-Based Systems Engineering- and Large Language Model-Driven Method for Intelligent Generation of Aerial Bomb Design Solution	10
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers	10
An Enhanced Design Concept Evaluation Approach Incorporating Large Language Models and Heterogeneous Preference Fusion	10
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future	10
Transformer-Fused Level Set UNet3+ for Monitoring of Iron Ore Pellet Size Distribution	10
Enhancing Information Security in Smart Manufacturing Through Least Significant Bit Steganography in Engineering Drawings	10
Human Digital Twin, the Development and Impact on Design	10
Cross-Modal and Sparse Activation-Based Knowledge Graph Construction and Reasoning for Process Planning	10
An Evolutionary One-Shot Neural Architecture Search Method Based on Single-Path Cells Toward Physics-Informed Fault Diagnosis	10
Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing	9
Reviewer’s Recognition	9
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing	9
Self-Supervised Multilabel Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing	9
A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage	9
Special Issue: Cybersecurity in Manufacturing	9
Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis	9
Comparative Analysis of Convolutional Neural Network Architectures for Automated Knee Segmentation in Medical Imaging: A Performance Evaluation	9
Data Augmentation and Deep Learning Approach for Cutting Force Monitoring in Milling Operation	9
Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction	9
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks	9