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 2022-08-01 to 2026-08-01.)

Article	Citations
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	26
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	26
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	13
Convolutional autoencoder for on-demand parametric inverse design of local resonator geometry in wind turbine metastructure targeting vibration control	12
Hybrid machine learning approach for accurate and expeditious 3D scanning to enhance rapid prototyping reliability in orthotics using RSM-RSMOGA-MOGANN	12
Creation-as-transmission: a cognitive-based framework for cultural heritage learning through AI collaborative creation	12
A semi-supervised anomaly detection approach for detecting mechanical failures	11
Managing combinatorial design challenges using flexibility and pathfinding algorithms	11
Measuring ideation effectiveness in bioinspired design	10
Sampling balanced high-quality data to train an automatic mesh generator	10
Developing a data analytics toolbox for data-driven product planning: a review and survey methodology	10
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	9
Analyzing problem framing in design teams: a systems mapping approach	8
Enhancing TRIZ through environment-based design methodology supported by a large language model	8
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
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	7
Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	7
Graph transformation in engineering design: an overview of the last decade	6
The effects of generative AI model type and visual stimuli type on design creativity	6
A knowledge transfer method for human-robot collaborative disassembly of end-of-life power batteries based on augmented reality	6

Graph models for engineering design: Model encoding, and fidelity evaluation based on dataset and other sources of knowledge	6
Multidisciplinary concurrent optimization framework for multi-phase building design process	6
Automatic weld joint type recognition in intelligent welding using image features and machine learning algorithms	6