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 2021-04-01 to 2025-04-01.)

Article	Citations
The epsilon-knowledge: an emerging complement of Machlup's types of disciplinary knowledge	15
Synthetic users: insights from designers’ interactions with persona-based chatbots	13
Evaluating the learning and performance characteristics of self-organizing systems with different task features	11
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle	10
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	10
Design change prediction based on social media sentiment analysis	9
Neural networks with dimensionality reduction for predicting temperature change due to plastic deformation in a cold rolling simulation	8
Generation of human–robot collaboration disassembly sequences for end-of-life lithium–ion batteries based on knowledge graph	8
Sitting posture detection and recognition of aircraft passengers using machine learning	8
Free-text inspiration search for systematic bio-inspiration support of engineering design	7
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	7
Visualizing design project team and individual progress using NLP: a comparison between latent semantic analysis and Word2Vector algorithms	7
A novel intelligent fault diagnosis method of bearing based on multi-head self-attention convolutional neural network	7
Enabling multi-modal search for inspirational design stimuli using deep learning	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	5
Mapping artificial intelligence-based methods to engineering design stages: a focused literature review	5
ChatGPT as an inventor: eliciting the strengths and weaknesses of current large language models against humans in engineering design	5
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	4
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies	4
Analyzing problem framing in design teams: a systems mapping approach	4
Extenics enhanced axiomatic design procedure for AI applications	4
Data-enabled sketch search and retrieval for visual design stimuli generation	4
Automated generation of floor plans with minimum bends	4
Design without representation	4

AIE volume 35 issue 4 Cover and Back matter	4
Data-inspired co-design for museum and gallery visitor experiences	3
Exploring the impact of set-based concurrent engineering through multi-agent system simulation	3
A user model to directly compare two unmodified interfaces: a study of including errors and error corrections in a cognitive user model	3
A one-step calibration method without redundant parameters for a laser stripe sensor	3
A study on the link between design brief structure and stimulus fidelity to optimize novelty and usefulness	3
Improved basic elements detection algorithm for bridge engineering design drawings based on YOLOv5	3
Linear kitchen layout design via machine learning	3
An ontology-based fault generation and fault propagation analysis approach for safety-critical computer systems at the design stage	3