Concepedia
Statistics
Publications
5
Citations
160
H-Index
Active since
2016
Affiliations
University of Michigan(Current)
General Motors (United States)
Alexander Burnap is an author at University of Michigan specializing in design, engineering, and industrial design.
Top concepts
DesignEngineeringDesign ThinkingIndustrial DesignData ScienceSocial SciencesArchitectural DesignFashionMarketingUser Experience
Publications per year
2016–2017
Estimating and Exploring the Product Form Design Space Using Deep Generative Models
Alexander Burnap, Ye Liu, Yanxin Pan et al. · 2016 · 67 citations
Architectural Design, Industrial Design, Generative System +15
Balancing design freedom and brand recognition in the evolution of automotive brand styling
Alexander Burnap, Jeffrey Hartley, Yanxin Pan et al. · Design Science · 2016 · 34 citations · Full text
New Design, Brand Strategy, Consumer Research +20
Deep Design
Yanxin Pan, Alexander Burnap, Jeffrey Hartley et al. · 2017 · 28 citations
Engineering, Machine Learning, Data Science +11
Identifying experts in the crowd for evaluation of engineering designs
Alexander Burnap, Richard J. Gerth, Richard Gonzalez et al. · Journal of Engineering Design · 2017 · 18 citations
Artificial Intelligence, Design Decision, Engineering +21
A quantitative model for identifying regions of design visual attraction and application to automobile styling
Yulin Pan, Alexander Burnap, Y. Liu et al. · 2016 · 13 citations
Engineering, Vehicle Conceptual Design, Style Transfer +18
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