| 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 | 178 | 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 | 173 | 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 | 88 | 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 | 87 | 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 | 75 | 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 | 65 | 2019 |
| Topology generation for hybrid electric vehicle architecture design AE Bayrak, Y Ren, PY Papalambros Journal of Mechanical Design 138 (8), 081401, 2016 | 64 | 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 | 46 | 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 | 45 | 2016 |
| A design preference elicitation query as an optimization process Y Ren, PY Papalambros | 43 | 2011 |
| Deep network-based feature extraction and reconstruction of complex material microstructures R Cang, MY Ren International Design Engineering Technical Conferences and Computers and …, 2016 | 36 | 2016 |
| 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 | 34 | 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 | 32 | 2016 |
| 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 | 28 | 2019 |
| 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 |
| Learning an optimization algorithm through human design iterations T Sexton, MY Ren Journal of Mechanical Design 139 (10), 101404, 2017 | 27 | 2017 |
| Optimal dual-mode hybrid electric vehicle powertrain architecture design for a variety of loading scenarios AE Bayrak, Y Ren, PY Papalambros International design engineering technical conferences and computers and …, 2014 | 26 | 2014 |
| 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 | 26 | 2013 |
| 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 | 25 | 2019 |
| Form+ function: Optimizing aesthetic product design via adaptive, geometrized preference elicitation N Kang, Y Ren, F Feinberg, P Papalambros arXiv preprint arXiv:1912.05047, 2019 | 23 | 2019 |
Panos Y. PapalambrosDistinguished University Professor of Mechanical Engineering, University of MichiganVerified email at umich.edu
