OOIR: Observatory of International Research

Papers

(The TQCC of AI EDAM-Artificial Intelligence for Engineering Design Analysis and Ma is 6. 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 2022-07-01 to 2026-07-01.)

Article	Citations
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	25
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	25
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	16
CNN–NSDBO–EWTOPSIS: A hybrid multi-objective optimization approach for concrete mixture proportion design problem	12
Creation-as-transmission: a cognitive-based framework for cultural heritage learning through AI collaborative creation	12
Hybrid machine learning approach for accurate and expeditious 3D scanning to enhance rapid prototyping reliability in orthotics using RSM-RSMOGA-MOGANN	12
Convolutional autoencoder for on-demand parametric inverse design of local resonator geometry in wind turbine metastructure targeting vibration control	10
Managing combinatorial design challenges using flexibility and pathfinding algorithms	10
A semi-supervised anomaly detection approach for detecting mechanical failures	10
Measuring ideation effectiveness in bioinspired design	10
Sampling balanced high-quality data to train an automatic mesh generator	9
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	9
Developing a data analytics toolbox for data-driven product planning: a review and survey methodology	9
Design of an intelligent simulator ANN and ANFIS model in the prediction of milling performance (QCE) of alloy 2017A	8
Exploring the impact of set-based concurrent engineering through multi-agent system simulation	8
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
ChatGPT as an inventor: eliciting the strengths and weaknesses of current large language models against humans in engineering design	7
Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process	7
Remaining useful life prediction methods of equipment components based on deep learning for sustainable manufacturing: a literature review	6
Automatic weld joint type recognition in intelligent welding using image features and machine learning algorithms	6
Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	6
Graph models for engineering design: Model encoding, and fidelity evaluation based on dataset and other sources of knowledge	6
The effects of generative AI model type and visual stimuli type on design creativity	6