OOIR: Observatory of International Research

Papers

(The TQCC of AI EDAM-Artificial Intelligence for Engineering Design Analysis and Ma 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 2022-06-01 to 2026-06-01.)

Article	Citations
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	25
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	24
Improved basic elements detection algorithm for bridge engineering design drawings based on YOLOv5	18
Finite-element analysis case retrieval based on an ontology semantic tree	13
Creation-as-transmission: a cognitive-based framework for cultural heritage learning through AI collaborative creation	12
Convolutional autoencoder for on-demand parametric inverse design of local resonator geometry in wind turbine metastructure targeting vibration control	12
CNN–NSDBO–EWTOPSIS: A hybrid multi-objective optimization approach for concrete mixture proportion design problem	12
Hybrid machine learning approach for accurate and expeditious 3D scanning to enhance rapid prototyping reliability in orthotics using RSM-RSMOGA-MOGANN	10
A semi-supervised anomaly detection approach for detecting mechanical failures	9
Managing combinatorial design challenges using flexibility and pathfinding algorithms	9
Developing a data analytics toolbox for data-driven product planning: a review and survey methodology	9
Sampling balanced high-quality data to train an automatic mesh generator	8
Measuring ideation effectiveness in bioinspired design	8
ChatGPT as an inventor: eliciting the strengths and weaknesses of current large language models against humans in engineering design	7
Design of an intelligent simulator ANN and ANFIS model in the prediction of milling performance (QCE) of alloy 2017A	7
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	7
Exploring the impact of set-based concurrent engineering through multi-agent system simulation	7
Analyzing problem framing in design teams: a systems mapping approach	7
Enhancing TRIZ through environment-based design methodology supported by a large language model	7
Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process	6
Graph models for engineering design: Model encoding, and fidelity evaluation based on dataset and other sources of knowledge	6
Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	6
Graph transformation in engineering design: an overview of the last decade	5
Stone masonry design automation via reinforcement learning	5
The effects of generative AI model type and visual stimuli type on design creativity	5

Automatic weld joint type recognition in intelligent welding using image features and machine learning algorithms	5
Remaining useful life prediction methods of equipment components based on deep learning for sustainable manufacturing: a literature review	5