AI EDAM-Artificial Intelligence for Engineering Design Analysis and Ma

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 2020-07-01 to 2024-07-01.)
ArticleCitations
Idea generation with Technology Semantic Network30
SSIEA: a hybrid evolutionary algorithm for supporting conceptual architectural design17
Understanding the effects of hand design on embodiment in virtual reality12
Breaking up data-enabled design: expanding and scaling up for the clinical context11
Protobooth: gathering and analyzing data on prototyping in early-stage engineering design projects by digitally capturing physical prototypes11
Machine learning in requirements elicitation: a literature review9
A hybrid particle swarm optimization and recurrent dynamic neural network for multi-performance optimization of hard turning operation8
Evaluating the feeling of control in virtual object translation on 2D interfaces8
Parametric optimization of FDM using the ANN-based whale optimization algorithm8
Smart platform experiment cycle (SPEC): a process to design, analyze, and validate digital platforms7
The role of Hofstede's cultural dimensions in the design of user interface: the case of Arabic7
Toward a cyber-physical manufacturing metrology model for industry 4.07
Cutting force prediction in ultrasonic-assisted milling of Ti–6Al–4V with different machining conditions using artificial neural network7
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning7
Analyzing cognitive processes of a product/service-system design session using protocol analysis7
Spatial design factors associated with creative work: a systematic literature review6
Sitting posture detection and recognition of aircraft passengers using machine learning6
Brain activity in constrained and open design: the effect of gender on frequency bands6
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies6
Connectors of smart design and smart systems5
A self-learning finite element extraction system based on reinforcement learning5
Decent fault classification of VFD fed induction motor using random forest algorithm5
Empathic creativity: can trait empathy predict creative concept generation and selection?5
Continuous cycles of data-enabled design: reimagining the IoT development process5
Automated areas of interest analysis for usability studies of tangible screen-based user interfaces using mobile eye tracking5
Enabling multi-modal search for inspirational design stimuli using deep learning5
The configuration and experience mapping of an accessible VR environment for effective design reviews4
What shape grammars do that CAD should: the 14 cases of shape embedding4
Effect of physical activity through virtual reality on design creativity4
Optimal robotic assembly sequence planning with tool integrated assembly interference matrix4
Linear kitchen layout design via machine learning4
Association rules mining between service demands and remanufacturing services4
Smart design of intelligent companion toys for preschool children4
An ontology-based fault generation and fault propagation analysis approach for safety-critical computer systems at the design stage4
A user model to directly compare two unmodified interfaces: a study of including errors and error corrections in a cognitive user model3
Evaluating aircraft cockpit emotion through a neural network approach3
Multidisciplinary concurrent optimization framework for multi-phase building design process3
Design change prediction based on social media sentiment analysis3
Smart designing of smart systems3
What difference does an academic makerspace make? A case study on the effect and outreach of DTU Skylab3
A study on the link between design brief structure and stimulus fidelity to optimize novelty and usefulness3
Academic makerspaces as a “design journey”: developing a learning model for how women students tap into their “toolbox of design”3
Intelligent product redesign strategy with ontology-based fine-grained sentiment analysis3
Graph transformation in engineering design: an overview of the last decade3
Exploring the effect of a visual constraint on students’ design cognition2
Fablabs, makerspaces, and design spaces2
Procedure for assessing the quality of explanations in failure analysis2
A method to explore strategies to communicate user experience through storyboards: an automotive design case study2
Analyzing the modes of reasoning in design using the SAPPhIRE model of causality and the Extended Integrated Model of Designing2
Visualizing design project team and individual progress using NLP: a comparison between latent semantic analysis and Word2Vector algorithms2
Artificial intelligence methods for improving the inventive design process, application in lattice structure case study2
Uncovering hidden patterns of design ideation using hidden Markov modeling and neuroimaging2
A scenario-integrated approach for functional design of smart systems2
Assessment of predictive probability models for effective mechanical design feature reuse2
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment2
A dynamic model for engineering change propagations in multiple product development stages2
A deep learning-based approach to extraction of filler morphology in SEM images with the application of automated quality inspection2
Optimization test of a rule-based swarm intelligence simulation for the conceptual design process2
A study of the evaluation metrics for generative images containing combinational creativity2
Data-enabled sketch search and retrieval for visual design stimuli generation2
Margin-based approach for outlier detection of industrial design data using a modified general regression neural network1
Influencers in design teams: a computational framework to study their impact on idea generation1
The epsilon-knowledge: an emerging complement of Machlup's types of disciplinary knowledge1
Tool life prediction via SMB-enabled monitor based on BPNN coupling algorithms for sustainable manufacturing1
Topology-informed information dynamics modeling in cyber–physical–social system networks1
A comparative review on the role of stimuli in idea generation1
An investigation into the cognitive, metacognitive, and spatial markers of creativity and efficiency in architectural design1
Extenics enhanced axiomatic design procedure for AI applications1
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle1
Diagonal decompositions of shapes and their algebras1
Adaptive hyperball Kriging method for efficient reliability analysis1
Investigating vehicle interior designs using models that evaluate user sensory experience and perceived value – CORRIGENDUM1
Autonomous resource allocation of smart workshop for cloud machining orders1
Data-inspired co-design for museum and gallery visitor experiences1
Evaluating the learning and performance characteristics of self-organizing systems with different task features1
Evolutionary layout design synthesis of an autonomous greenhouse using product-related dependencies1
A novel reinforcement learning framework for disassembly sequence planning using Q-learning technique optimized using an enhanced simulated annealing algorithm1
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