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Yi Ren
Yi Ren
Associate Professor of Mechanical Engineering, Arizona State University
Dirección de correo verificada de asu.edu - Página principal
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Improving direct physical properties prediction of heterogeneous materials from imaging data via convolutional neural network and a morphology-aware generative model
R Cang, H Li, H Yao, Y Jiao, Y Ren
Computational Materials Science 150, 212-221, 2018
2092018
Microstructure representation and reconstruction of heterogeneous materials via deep belief network for computational material design
R Cang, Y Xu, S Chen, Y Liu, Y Jiao, M Yi Ren
Journal of Mechanical Design 139 (7), 071404, 2017
1952017
An indirect design representation for topology optimization using variational autoencoder and style transfer
T Guo, DJ Lohan, R Cang, MY Ren, JT Allison
2018 AIAA/ASCE/AHS/ASC structures, structural dynamics, and materials …, 2018
1042018
When crowdsourcing fails: A study of expertise on crowdsourced design evaluation
A Burnap, Y Ren, R Gerth, G Papazoglou, R Gonzalez, PY Papalambros
Journal of Mechanical Design 137 (3), 031101, 2015
892015
Design of hybrid-electric vehicle architectures using auto-generation of feasible driving modes
AE Bayrak, Y Ren, PY Papalambros
International Design Engineering Technical Conferences and Computers and …, 2013
742013
One-shot generation of near-optimal topology through theory-driven machine learning
R Cang, H Yao, Y Ren
Computer-Aided Design 109, 12-21, 2019
732019
Topology generation for hybrid electric vehicle architecture design
AE Bayrak, Y Ren, PY Papalambros
Journal of Mechanical Design 138 (8), 081401, 2016
712016
Improving design preference prediction accuracy using feature learning
A Burnap, Y Pan, Y Liu, Y Ren, H Lee, R Gonzalez, PY Papalambros
Journal of Mechanical Design 138 (7), 071404, 2016
492016
EcoRacer: game-based optimal electric vehicle design and driver control using human players
Y Ren, AE Bayrak, PY Papalambros
Journal of Mechanical Design 138 (6), 061407, 2016
462016
A design preference elicitation query as an optimization process
Y Ren, PY Papalambros
462011
Crowdsourced reliable labeling of safety-rule violations on images of complex construction scenes for advanced vision-based workplace safety
Y Wang, PC Liao, C Zhang, Y Ren, X Sun, P Tang
Advanced Engineering Informatics 42, 101001, 2019
422019
Public investment and electric vehicle design: a model-based market analysis framework with application to a USA–China comparison study
N Kang, Y Ren, FM Feinberg, PY Papalambros
Design Science 2, e6, 2016
402016
Deep network-based feature extraction and reconstruction of complex material microstructures
R Cang, MY Ren
International Design Engineering Technical Conferences and Computers and …, 2016
372016
Enabling courteous vehicle interactions through game-based and dynamics-aware intent inference
Y Wang, Y Ren, S Elliott, W Zhang
IEEE Transactions on Intelligent Vehicles 5 (2), 217-228, 2019
332019
Hierarchical n-point polytope functions for quantitative representation of complex heterogeneous materials and microstructural evolution
PE Chen, W Xu, N Chawla, Y Ren, Y Jiao
Acta Materialia 179, 317-327, 2019
332019
Decentralized attribution of generative models
C Kim, Y Ren, Y Yang
arXiv preprint arXiv:2010.13974, 2020
282020
Learning an optimization algorithm through human design iterations
T Sexton, MY Ren
Journal of Mechanical Design 139 (10), 101404, 2017
282017
Quantification of perceptual design attributes using a crowd
Y Ren, A Burnap, P Papalambros
DS 75-6: Proceedings of the 19th International Conference on Engineering …, 2013
282013
Artificial intelligence and engineering design
JT Allison, MA Cardin, C McComb, MY Ren, D Selva, C Tucker, ...
Journal of mechanical design 144 (2), 020301, 2022
272022
A simulation based estimation of crowd ability and its influence on crowdsourced evaluation of design concepts
A Burnap, Y Ren, PY Papalambros, R Gonzalez, R Gerth
International Design Engineering Technical Conferences and Computers and …, 2013
272013
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