OOIR: Observatory of International Research

Papers

(The median citation count of AI EDAM-Artificial Intelligence for Engineering Design Analysis and Ma is 1. 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
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
Neural networks with dimensionality reduction for predicting temperature change due to plastic deformation in a cold rolling simulation	8
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
Free-text inspiration search for systematic bio-inspiration support of engineering design	7
Design of an intelligent simulator ANN and ANFIS model in the prediction of milling performance (QCE) of alloy 2017A	6
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
A stochastic topology optimization algorithm for improved fluid dynamics systems	5
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
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
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
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
Internet of Things and hybrid models-based interpretation systems for surface roughness estimation – CORRIGENDUM	2
Representations in design computing through 3-D deep generative models	2
Graph models for engineering design: Model encoding, and fidelity evaluation based on dataset and other sources of knowledge	2
Remaining useful life prediction methods of equipment components based on deep learning for sustainable manufacturing: a literature review	2
Towards comprehensive digital evaluation of low-carbon machining process planning	2
Influencers in design teams: a computational framework to study their impact on idea generation	2
Gamification of design thinking: a way to enhance effectiveness of learning	2
Analyzing the modes of reasoning in design using the SAPPhIRE model of causality and the Extended Integrated Model of Designing	2
Developing and evaluating a design method for positive artificial intelligence	2
Finite-element analysis case retrieval based on an ontology semantic tree	2
Real-time multidimensional detection of longitudinal tears in conveyor belts using FPGA-based parallel acceleration	2
A hybrid particle swarm optimization and recurrent dynamic neural network for multi-performance optimization of hard turning operation	2
An approach for enhancing and measuring information comprehensibility for engineering designers: applied to patent documents	2
Brain activity in constrained and open design: the effect of gender on frequency bands	2
Visualization and inquiry into mental content in design activity: a case study of design interpretation	2
Breaking up data-enabled design: expanding and scaling up for the clinical context	1
Graph-based approach for enumerating floorplans based on users specifications	1
Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	1
An investigation into the cognitive, metacognitive, and spatial markers of creativity and efficiency in architectural design	1
Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process	1
Graph transformation in engineering design: an overview of the last decade	1
AIE volume 35 issue 3 Cover and Front matter	1
Hybrid machine learning approach for accurate and expeditious 3D scanning to enhance rapid prototyping reliability in orthotics using RSM-RSMOGA-MOGANN	1
An evolutionary form design method based on aesthetic dimension selection and NSGA-II	1
A study of the evaluation metrics for generative images containing combinational creativity	1
Automatic weld joint type recognition in intelligent welding using image features and machine learning algorithms	1
AIE volume 35 issue 2 Cover and Back matter	1
A real-time predictive software prototype for simulating urban-scale energy consumption based on surrogate models	1
A self-learning finite element extraction system based on reinforcement learning	1
What shape grammars do that CAD should: the 14 cases of shape embedding	1
Empathic creativity: can trait empathy predict creative concept generation and selection?	1
A semantic similarity-based method to support the conversion from EXPRESS to OWL	1
Margin-based approach for outlier detection of industrial design data using a modified general regression neural network	1