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 2020-03-01 to 2024-03-01.)

Article	Citations
Idea generation with Technology Semantic Network	29
SSIEA: a hybrid evolutionary algorithm for supporting conceptual architectural design	14
Intelligent model-based optimization of cutting parameters for high quality turning of hardened AISI D2	11
Protobooth: gathering and analyzing data on prototyping in early-stage engineering design projects by digitally capturing physical prototypes	11
Breaking up data-enabled design: expanding and scaling up for the clinical context	9
Understanding the effects of hand design on embodiment in virtual reality	9
Reinforcement learning-based collision avoidance: impact of reward function and knowledge transfer	8
Smart platform experiment cycle (SPEC): a process to design, analyze, and validate digital platforms	7
Toward a cyber-physical manufacturing metrology model for industry 4.0	7
Parametric optimization of FDM using the ANN-based whale optimization algorithm	7
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning	7
Analyzing cognitive processes of a product/service-system design session using protocol analysis	7
Evaluating the feeling of control in virtual object translation on 2D interfaces	6
Spatial design factors associated with creative work: a systematic literature review	6
An explicit methodology for manufacturing cost–tolerance modeling and optimization using the neural network integrated with the genetic algorithm	6
Cutting force prediction in ultrasonic-assisted milling of Ti–6Al–4V with different machining conditions using artificial neural network	6
A hybrid particle swarm optimization and recurrent dynamic neural network for multi-performance optimization of hard turning operation	6
An exploration-based approach to computationally supported design-by-analogy using D3	6
Brain activity in constrained and open design: the effect of gender on frequency bands	6
Decent fault classification of VFD fed induction motor using random forest algorithm	5
A self-learning finite element extraction system based on reinforcement learning	5
Enabling multi-modal search for inspirational design stimuli using deep learning	5
Automated areas of interest analysis for usability studies of tangible screen-based user interfaces using mobile eye tracking	5
The role of Hofstede's cultural dimensions in the design of user interface: the case of Arabic	5
Sitting posture detection and recognition of aircraft passengers using machine learning	4

A shape grammar for the building-type definition of the ancient Greek and Roman library and the evaluation of library plans	4
What shape grammars do that CAD should: the 14 cases of shape embedding	4
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies	4
Machine learning in requirements elicitation: a literature review	4
Connectors of smart design and smart systems	4
Category, process, and recommendation of design in an interactive evolutionary computation interior design experiment: a data-driven study	4
Effect of physical activity through virtual reality on design creativity	4
The configuration and experience mapping of an accessible VR environment for effective design reviews	4
Smart design of intelligent companion toys for preschool children	4
Empathic creativity: can trait empathy predict creative concept generation and selection?	4
Intelligent product redesign strategy with ontology-based fine-grained sentiment analysis	3
Humanitarian makerspaces in crisis-affected communities	3
Graph transformation in engineering design: an overview of the last decade	3
Linear kitchen layout design via machine learning	3
Design change prediction based on social media sentiment analysis	3
Continuous cycles of data-enabled design: reimagining the IoT development process	3
Smart designing of smart systems	3
Multidisciplinary concurrent optimization framework for multi-phase building design process	3
A study on the link between design brief structure and stimulus fidelity to optimize novelty and usefulness	3
Academic makerspaces as a “design journey”: developing a learning model for how women students tap into their “toolbox of design”	3
Demonstration, extension, and refinement of the re-proposed notion of design abduction	3
Optimal robotic assembly sequence planning with tool integrated assembly interference matrix	3
What difference does an academic makerspace make? A case study on the effect and outreach of DTU Skylab	3
An ontology-based fault generation and fault propagation analysis approach for safety-critical computer systems at the design stage	3
Association rules mining between service demands and remanufacturing services	3
A scenario-integrated approach for functional design of smart systems	2
A method to explore strategies to communicate user experience through storyboards: an automotive design case study	2
Enabling parametric design space exploration by non-designers	2
Design computing and cognition	2
Optimization test of a rule-based swarm intelligence simulation for the conceptual design process	2
Analyzing the modes of reasoning in design using the SAPPhIRE model of causality and the Extended Integrated Model of Designing	2
A dynamic model for engineering change propagations in multiple product development stages	2
Artificial intelligence methods for improving the inventive design process, application in lattice structure case study	2
Assessment of predictive probability models for effective mechanical design feature reuse	2
Design characteristics and aesthetics in evolutionary design of architectural forms directed by fuzzy evaluation	2
Evaluating aircraft cockpit emotion through a neural network approach	2
Diagonal decompositions of shapes and their algebras	1
A deep learning-based approach to extraction of filler morphology in SEM images with the application of automated quality inspection	1
A comparative review on the role of stimuli in idea generation	1
Autonomous resource allocation of smart workshop for cloud machining orders	1
Extenics enhanced axiomatic design procedure for AI applications	1
Visualizing design project team and individual progress using NLP: a comparison between latent semantic analysis and Word2Vector algorithms	1
The epsilon-knowledge: an emerging complement of Machlup's types of disciplinary knowledge	1
Uncovering hidden patterns of design ideation using hidden Markov modeling and neuroimaging	1
Evolutionary layout design synthesis of an autonomous greenhouse using product-related dependencies	1
Topology-informed information dynamics modeling in cyber–physical–social system networks	1
User research enabled by makerspaces: bringing functionality to classical experience prototypes	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
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle	1

Exploring the effect of a visual constraint on students’ design cognition	1
Fablabs, makerspaces, and design spaces	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
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	1
Data-enabled sketch search and retrieval for visual design stimuli generation	1
Evaluating the learning and performance characteristics of self-organizing systems with different task features	1