OOIR: Observatory of International Research

Papers

(The TQCC of AI EDAM-Artificial Intelligence for Engineering Design Analysis and Ma is 3. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	17
Enabling multi-modal search for inspirational design stimuli using deep learning	14
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	14
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies	11
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle	11
Improved basic elements detection algorithm for bridge engineering design drawings based on YOLOv5	11
Gamification of design thinking: a way to enhance effectiveness of learning	10
Finite-element analysis case retrieval based on an ontology semantic tree	9
Towards comprehensive digital evaluation of low-carbon machining process planning	9
Hybrid machine learning approach for accurate and expeditious 3D scanning to enhance rapid prototyping reliability in orthotics using RSM-RSMOGA-MOGANN	8
Breaking up data-enabled design: expanding and scaling up for the clinical context	8
A semi-supervised anomaly detection approach for detecting mechanical failures	7
Adaptive hyperball Kriging method for efficient reliability analysis	7
Artificial intelligence methods for improving the inventive design process, application in lattice structure case study	7
Developing a data analytics toolbox for data-driven product planning: a review and survey methodology	6
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning	6
Measuring ideation effectiveness in bioinspired design	6
Evaluating the learning and performance characteristics of self-organizing systems with different task features	5
ChatGPT as an inventor: eliciting the strengths and weaknesses of current large language models against humans in engineering design	4
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	4
Data-enabled sketch search and retrieval for visual design stimuli generation	4
Analyzing problem framing in design teams: a systems mapping approach	4
A stochastic topology optimization algorithm for improved fluid dynamics systems	4
Design of an intelligent simulator ANN and ANFIS model in the prediction of milling performance (QCE) of alloy 2017A	4
Exploring the impact of set-based concurrent engineering through multi-agent system simulation	4

Extenics enhanced axiomatic design procedure for AI applications	4
Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process	3
A hybrid particle swarm optimization and recurrent dynamic neural network for multi-performance optimization of hard turning operation	3
Stone masonry design automation via reinforcement learning	3
Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	3
Enhancing TRIZ through environment-based design methodology supported by a large language model	3
AIE volume 35 issue 3 Cover and Front matter	3
A method to explore strategies to communicate user experience through storyboards: an automotive design case study	3
Remaining useful life prediction methods of equipment components based on deep learning for sustainable manufacturing: a literature review	3
Graph models for engineering design: Model encoding, and fidelity evaluation based on dataset and other sources of knowledge	3
Automatic weld joint type recognition in intelligent welding using image features and machine learning algorithms	3