OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Computing and Information Science in Engineering is 8. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Deep Operator Learning for High-Fidelity Fluid Flow Field Reconstruction From Sparse Sensor Measurements	186
Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models	68
Optimizing Robotic Manipulation With Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning	65
STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing	44
Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering	35
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks	34
ImpersonatAR: Using Embodied Authoring and Evaluation to Prototype Multi-Scenario Use Cases for Augmented Reality Applications	32
Texture Design for Diverse Virtual Touch Sensations: Perceptual Breadth of Parameter-Driven Turing Patterns	30
Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks	29
A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries	29
Risk-Bounded and Probabilistic Roadmap-Based Motion Planner for Arbitrarily Shaped Robots With Uncertainty	28
Pointing Tasks Using Spatial Audio on Smartphones for People With Vision Impairments	28
Design Reuse Via Automated Requirements-Driven Retrieval: A Framework for Electronic Hardware	27
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling	27
Efficient Planning for Scalable and Load-Balanced Area Coverage by Multiple Unmanned Aerial Vehicles	26
A Robust Model for Hydrogen Supply Chain Network Design in China Under Renewable Energy Uncertainty	24
A Digital Twin-Based Method for Assembly Deviations Analysis	24
Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems	23
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers	23
MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks	22
Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities	21
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling	21
What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files	20
Cyber-Physical Security Vulnerabilities Identification and Classification in Smart Manufacturing: A Defense-in-Depth Driven Framework and Taxonomy	20
Adaptive Construction of Non-Deterministic Multi-fidelity Surrogates Using a Hybrid Classification-Regression Scheme	20

Ontology-Guided Data Sharing and Federated Quality Control With Differential Privacy in Additive Manufacturing	19
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders	19
Physics-Informed Dynamic Cell Layout Planning for Matrix-Structured Manufacturing Workshops Under Volatile Environment	19
Scalable super-resolution of flow conveyance systems through adaptive domain decomposition	18
JCISE Awards	17
Machine-Learning Metacomputing for Materials Science Data	17
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data	17
Deep Learning-Based Flange Dimension Measurement for Industrial Parts by Integrating Self-Supervised Binary Image Segmentation and Contour Detection	16
Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials	16
Navigating Standards in Engineering Design through Latent Textual Topology and LLMs	15
Evaluation of Clinical and Technical Parameters to Customize Total Knee Arthroplasty Implants	15
Designing Robotic Manipulation: Exploring Knowledge Transfer in CausalWorld	15
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications	15
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment	15
Calibration of RAFM Micromechanical Model for Creep Using Bayesian Optimization for Functional Output	15
AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications	15
Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation	14
A Physics-Informed Deep Encoding-Parsing Network for Cross-Domain Bearing Fault Diagnosis Under Noisy Sensor Data	14
An Large Language Model-Augmented Method to Assist Novice Designers in Divergent Thinking	14
A Quantitative Method for Analyzing Collective Behavior of Multi-Agent Systems Based on Environmental Complexity	13
Band-Limited Vibrotactile Noise Enhances Fingertip Haptic Sensation	13
Hybrid Temporal Modeling and Generative Augmentation for Imbalanced Multivariate Time Series Anomaly Detection in Engineering Systems	13
Special Issue: JCISE 25th Anniversary Special Issue	13
Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization	13
Conductivity Modeling of Intense Pulsed Light Sintered Printed Electronics via Gaussian Process-Enhanced RA-GAN	13
Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen	13
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments	13
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing	12
Challenges in Geometry Assurance of Megacasting in the Automotive Industry	12
Reconstruction Algorithm for Complex Dexel Models Based on Composite Block Partition	12
Impedance Sensitivity Analysis Based on Discontinuous Isogeometric Boundary Element Method in Automotive Acoustics	12
Probabilistic Printability Maps for Laser Powder Bed Fusion Via Functional Calibration and Uncertainty Propagation	12
Linking Geometric Features to Distortion Risk in Laser Powder Bed Fusion via Clustering	12
Toward Smart Manufacturing Metaverse via Digital Twinning in Extended Reality	12
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace	12
Data-Driven 3D-Printed Material Data Prediction From Benchmark Specimens	12
An Experimental Study on the Design of Interaction Modalities in Augmented Reality for Industrial Robot Programming	12
Special Issue: Highlights of CIE 2024	11
Soft- and Hard-Kill Hybrid Graphics Processing Unit-Based Bidirectional Evolutionary Structural Optimization	11
Physical Artificial Intelligence for Powering the Next Revolution in Robotics	11
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction	11
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities	11
Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows	11
Aligning Agents With Experts in Material Selection: Prompting, Size, and Reasoning	11
LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation	11
Multiphysics Missing Data Synthesis: A Machine Learning Approach for Mitigating Data Gaps and Artifacts	11
Supply Chain Risk Management With Large Language Models: An Application for Natural Hazard Monitoring	11
Synergizing Global Prototypes and Local Topology: A Dual-Branch Network for Robust Few-Shot Learning	11
ReqNet and ReqSim: A Network and Semantic Similarity Dataset of Requirements From the Tree Structure of System Requirement Specifications	11
Advancing Thermal Physics-Informed PointNet Distortion Prediction Capabilities in Wire Arc-Directed Energy Deposition	10

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models	10
Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM	10
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN	10
A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes	10
Special Issue: Machine Learning and Representation Issues in CAD/CAM	10
Virtual Footwear Try-On in Augmented Reality Using Deep Learning Models	10
Determination of Multi-Component Failure in Automotive System Using Deep Learning	10
Incremental Machine Learning-Integrated Blockchain for Real-Time Security Protection in Cyber-Enabled Manufacturing Systems	10
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model	10
A Model-Based Systems Engineering- and Large Language Model-Driven Method for Intelligent Generation of Aerial Bomb Design Solution	10
Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography	10
Intelligent Design 4.0: Paradigm Evolution Toward the Agentic Artificial Intelligence Era	10
Understanding the Impact of Applying Large Language Model in Engineering Design Education	9
A Knowledge-Driven Framework for Automated Datum System Design in Body-in-White Assembly	9
Enhancing Information Security in Smart Manufacturing Through Least Significant Bit Steganography in Engineering Drawings	9
An Enhanced Design Concept Evaluation Approach Incorporating Large Language Models and Heterogeneous Preference Fusion	9
Estimation of Control Intervals for Reinforcement Learning-Based Manufacturing-Line Control	9
Advancements in Kinematic Synthesis: Data-Driven Methods for Mechanism Design	9
Transformer-Fused Level Set UNet3+ for Monitoring of Iron Ore Pellet Size Distribution	9
Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems	9
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers	9
A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage	9
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency	9
Human Digital Twin, the Development and Impact on Design	9
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future	9
An Evolutionary One-Shot Neural Architecture Search Method Based on Single-Path Cells Toward Physics-Informed Fault Diagnosis	8
Multi-Task Learning for Intention and Trajectory Prediction in Human–Robot Collaborative Disassembly Tasks	8
Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method	8
Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction	8
Determining Valid Parameter Ranges for Multiparameter Editing of Three-Dimensional Parametric Computer-Aided Design Models	8
Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing	8
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model	8
Mean-Variance Minimization Regularized Extreme Learning Machine With Maximum Correntropy Criterion	8
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing	8
Leveling Control of Multi-Cylinder Hydraulic Press: A Deep Reinforcement Learning Approach Based on Integral Compensation and Lyapunov Constraints	8
Special Issue: Cybersecurity in Manufacturing	8
What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?	8
Reviewer’s Recognition	8
Self-Supervised Multilabel Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing	8
A Novel Industrial Software Model for Social Manufacturing	8
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks	8