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 2020-11-01 to 2024-11-01.)

Article	Citations
Idea generation with Technology Semantic Network	31
Understanding the effects of hand design on embodiment in virtual reality	13
Breaking up data-enabled design: expanding and scaling up for the clinical context	12
Machine learning in requirements elicitation: a literature review	11
Parametric optimization of FDM using the ANN-based whale optimization algorithm	10
Evaluating the feeling of control in virtual object translation on 2D interfaces	8
A hybrid particle swarm optimization and recurrent dynamic neural network for multi-performance optimization of hard turning operation	8
Brain activity in constrained and open design: the effect of gender on frequency bands	7
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning	7
Sitting posture detection and recognition of aircraft passengers using machine learning	7
Smart platform experiment cycle (SPEC): a process to design, analyze, and validate digital platforms	7
The role of Hofstede's cultural dimensions in the design of user interface: the case of Arabic	7
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies	6
Smart design of intelligent companion toys for preschool children	6
A self-learning finite element extraction system based on reinforcement learning	5
Effect of physical activity through virtual reality on design creativity	5
Continuous cycles of data-enabled design: reimagining the IoT development process	5
A study of the evaluation metrics for generative images containing combinational creativity	5
Enabling multi-modal search for inspirational design stimuli using deep learning	5
Optimal robotic assembly sequence planning with tool integrated assembly interference matrix	5
Empathic creativity: can trait empathy predict creative concept generation and selection?	5
Graph transformation in engineering design: an overview of the last decade	4
What shape grammars do that CAD should: the 14 cases of shape embedding	4
Design change prediction based on social media sentiment analysis	4
Assessment of predictive probability models for effective mechanical design feature reuse	4

Linear kitchen layout design via machine learning	4
Connectors of smart design and smart systems	4
Multidisciplinary concurrent optimization framework for multi-phase building design process	4
An ontology-based fault generation and fault propagation analysis approach for safety-critical computer systems at the design stage	4
A study on the link between design brief structure and stimulus fidelity to optimize novelty and usefulness	3
Evaluating aircraft cockpit emotion through a neural network approach	3
Analyzing the modes of reasoning in design using the SAPPhIRE model of causality and the Extended Integrated Model of Designing	3
Visualizing design project team and individual progress using NLP: a comparison between latent semantic analysis and Word2Vector algorithms	3
Intelligent product redesign strategy with ontology-based fine-grained sentiment analysis	3
A user model to directly compare two unmodified interfaces: a study of including errors and error corrections in a cognitive user model	3
Smart designing of smart systems	3
An EEG-based method to decode cognitive factors in creative processes	3
Uncovering hidden patterns of design ideation using hidden Markov modeling and neuroimaging	2
Applications of artificial intelligence and cognitive science in design	2
A method to explore strategies to communicate user experience through storyboards: an automotive design case study	2
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	2
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	2
A dynamic model for engineering change propagations in multiple product development stages	2
Exploring the effect of a visual constraint on students’ design cognition	2
A scenario-integrated approach for functional design of smart systems	2
A comparative review on the role of stimuli in idea generation	2
Data-enabled sketch search and retrieval for visual design stimuli generation	2
The epsilon-knowledge: an emerging complement of Machlup's types of disciplinary knowledge	2
Artificial intelligence methods for improving the inventive design process, application in lattice structure case study	2
Procedure for assessing the quality of explanations in failure analysis	2
A deep learning-based approach to extraction of filler morphology in SEM images with the application of automated quality inspection	2
Optimal configurations of Minimally Intelligent additive manufacturing machines for Makerspace production environments	2
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle	2
A novel reinforcement learning framework for disassembly sequence planning using Q-learning technique optimized using an enhanced simulated annealing algorithm	1
An investigation into the cognitive, metacognitive, and spatial markers of creativity and efficiency in architectural design	1
Extenics enhanced axiomatic design procedure for AI applications	1
Evaluating the learning and performance characteristics of self-organizing systems with different task features	1
Diagonal decompositions of shapes and their algebras	1
Adaptive hyperball Kriging method for efficient reliability analysis	1
Margin-based approach for outlier detection of industrial design data using a modified general regression neural network	1
Influencers in design teams: a computational framework to study their impact on idea generation	1
Data-inspired co-design for museum and gallery visitor experiences	1
Measuring ideation effectiveness in bioinspired design	1
Investigating vehicle interior designs using models that evaluate user sensory experience and perceived value – CORRIGENDUM	1
Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process	1
Mapping artificial intelligence-based methods to engineering design stages: a focused literature review	1
Neural networks with dimensionality reduction for predicting temperature change due to plastic deformation in a cold rolling simulation	1
Tool life prediction via SMB-enabled monitor based on BPNN coupling algorithms for sustainable manufacturing	1
Topology-informed information dynamics modeling in cyber–physical–social system networks	1