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

Article	Citations
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle	23
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	22
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	16
Improved basic elements detection algorithm for bridge engineering design drawings based on YOLOv5	14
Enabling multi-modal search for inspirational design stimuli using deep learning	14
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies	13
Towards comprehensive digital evaluation of low-carbon machining process planning	12
Gamification of design thinking: a way to enhance effectiveness of learning	12
Finite-element analysis case retrieval based on an ontology semantic tree	12
CNN–NSDBO–EWTOPSIS: A hybrid multi-objective optimization approach for concrete mixture proportion design problem	11
Breaking up data-enabled design: expanding and scaling up for the clinical context	11
Convolutional autoencoder for on-demand parametric inverse design of local resonator geometry in wind turbine metastructure targeting vibration control	11
Hybrid machine learning approach for accurate and expeditious 3D scanning to enhance rapid prototyping reliability in orthotics using RSM-RSMOGA-MOGANN	10
Managing combinatorial design challenges using flexibility and pathfinding algorithms	9
A semi-supervised anomaly detection approach for detecting mechanical failures	8
Artificial intelligence methods for improving the inventive design process, application in lattice structure case study	7
Adaptive hyperball Kriging method for efficient reliability analysis	7
Sampling balanced high-quality data to train an automatic mesh generator	7
Measuring ideation effectiveness in bioinspired design	7
Developing a data analytics toolbox for data-driven product planning: a review and survey methodology	7
Design of an intelligent simulator ANN and ANFIS model in the prediction of milling performance (QCE) of alloy 2017A	6
A stochastic topology optimization algorithm for improved fluid dynamics systems	6
Exploring the impact of set-based concurrent engineering through multi-agent system simulation	6
Data-enabled sketch search and retrieval for visual design stimuli generation	6
Extenics enhanced axiomatic design procedure for AI applications	6

Enhancing TRIZ through environment-based design methodology supported by a large language model	6
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	6
Analyzing problem framing in design teams: a systems mapping approach	6
Graph models for engineering design: Model encoding, and fidelity evaluation based on dataset and other sources of knowledge	5
A hybrid particle swarm optimization and recurrent dynamic neural network for multi-performance optimization of hard turning operation	5
Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	5
Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process	5
ChatGPT as an inventor: eliciting the strengths and weaknesses of current large language models against humans in engineering design	5
The effects of generative AI model type and visual stimuli type on design creativity	5