Yi Ren

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Panos Y. PapalambrosDistinguished University Professor of Mechanical Engineering, University of MichiganGeverifieerd e-mailadres voor umich.edu
Yezhou (YZ) YangSchool of Computing and AI, Arizona State UniversityGeverifieerd e-mailadres voor asu.edu
Yang Jiao (焦阳)Professor of Materials Science & Engineering, Dept. of Physics, Arizona State UniversityGeverifieerd e-mailadres voor asu.edu
Richard GonzalezUniversity of MichiganGeverifieerd e-mailadres voor umich.edu
Wenlong ZhangArizona State UniversityGeverifieerd e-mailadres voor berkeley.edu
Alex BurnapYale UniversityGeverifieerd e-mailadres voor yale.edu
Ruijin CangArizona State UniversityGeverifieerd e-mailadres voor asu.edu
Alparslan Emrah BayrakLehigh UniversityGeverifieerd e-mailadres voor lehigh.edu
Pei-En ChenArizona State UniversityGeverifieerd e-mailadres voor asu.edu
Wenxiang XuProfessor, Ph.D., Hohai UniversityGeverifieerd e-mailadres voor hhu.edu.cn
Hechao LiPh.D. in Mechanical Engineering, Arizona State UniversityGeverifieerd e-mailadres voor asu.edu
Yongming LiuArizona State UniversityGeverifieerd e-mailadres voor asu.edu
Yaopengxiao XuArizona State UniversityGeverifieerd e-mailadres voor asu.edu
Changhoon KimAWS BedrockGeverifieerd e-mailadres voor asu.edu
James T. AllisonUniversity of Illinois at Urbana-ChampaignGeverifieerd e-mailadres voor illinois.edu
Namwoo KangKAISTGeverifieerd e-mailadres voor kaist.ac.kr
Fred FeinbergProfessor of Management, Ross School of Business, University of MichiganGeverifieerd e-mailadres voor umich.edu
Lei ZhangArizona state universityGeverifieerd e-mailadres voor asu.edu
Mukesh GhimireArizona State UniversityGeverifieerd e-mailadres voor asu.edu
Honglak LeeLG AI Research / U. MichiganGeverifieerd e-mailadres voor umich.edu

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Yi Ren

Associate Professor of Mechanical Engineering, Arizona State University

Geverifieerd e-mailadres voor asu.edu - Homepage

Optimization Machine Learning Design


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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	210	2018
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	197	2017
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	103	2018
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	90	2015
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	72	2013
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	70	2019
Topology generation for hybrid electric vehicle architecture design AE Bayrak, Y Ren, PY Papalambros Journal of Mechanical Design 138 (8), 081401, 2016	69	2016
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	49	2016
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	46	2016
A design preference elicitation query as an optimization process Y Ren, PY Papalambros	45	2011
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	42	2019
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	40	2016
Deep network-based feature extraction and reconstruction of complex material microstructures R Cang, MY Ren International Design Engineering Technical Conferences and Computers and …, 2016	38	2016
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	34	2019
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	32	2019
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	28	2022
Decentralized attribution of generative models C Kim, Y Ren, Y Yang arXiv preprint arXiv:2010.13974, 2020	28	2020
Learning an optimization algorithm through human design iterations T Sexton, MY Ren Journal of Mechanical Design 139 (10), 101404, 2017	28	2017
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	28	2013
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	27	2013

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