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 2021-06-01 to 2025-06-01.)

Article	Citations
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	19
Enabling multi-modal search for inspirational design stimuli using deep learning	17
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle	15
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	14
Improved basic elements detection algorithm for bridge engineering design drawings based on YOLOv5	11
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies	11
Gamification of design thinking: a way to enhance effectiveness of learning	10
Towards comprehensive digital evaluation of low-carbon machining process planning	9
Finite-element analysis case retrieval based on an ontology semantic tree	9
Breaking up data-enabled design: expanding and scaling up for the clinical context	8
Hybrid machine learning approach for accurate and expeditious 3D scanning to enhance rapid prototyping reliability in orthotics using RSM-RSMOGA-MOGANN	8
A semi-supervised anomaly detection approach for detecting mechanical failures	7
Adaptive hyperball Kriging method for efficient reliability analysis	7
Developing a data analytics toolbox for data-driven product planning: a review and survey methodology	6
Artificial intelligence methods for improving the inventive design process, application in lattice structure case study	6
Evaluating the learning and performance characteristics of self-organizing systems with different task features	5
Measuring ideation effectiveness in bioinspired design	5
ChatGPT as an inventor: eliciting the strengths and weaknesses of current large language models against humans in engineering design	5
Exploring the impact of set-based concurrent engineering through multi-agent system simulation	5
Data-enabled sketch search and retrieval for visual design stimuli generation	4
A stochastic topology optimization algorithm for improved fluid dynamics systems	4
Analyzing problem framing in design teams: a systems mapping approach	4
Remaining useful life prediction methods of equipment components based on deep learning for sustainable manufacturing: a literature review	4
Design of an intelligent simulator ANN and ANFIS model in the prediction of milling performance (QCE) of alloy 2017A	4
Extenics enhanced axiomatic design procedure for AI applications	4

Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	4
Enhancing TRIZ through environment-based design methodology supported by a large language model	4
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	4
Graph transformation in engineering design: an overview of the last decade	3
A knowledge transfer method for human-robot collaborative disassembly of end-of-life power batteries based on augmented reality	3
Stone masonry design automation via reinforcement learning	3
Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process	3
Graph models for engineering design: Model encoding, and fidelity evaluation based on dataset and other sources of knowledge	3
A method to explore strategies to communicate user experience through storyboards: an automotive design case study	3
Multidisciplinary concurrent optimization framework for multi-phase building design process	3
AIE volume 35 issue 3 Cover and Front matter	3
Automatic weld joint type recognition in intelligent welding using image features and machine learning algorithms	3
AI-driven design exploration: Utilizing brand logos as an inspiration source for architectural design	3
A hybrid particle swarm optimization and recurrent dynamic neural network for multi-performance optimization of hard turning operation	3