Yi Ren
Title
Cited by
Cited by
Year
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), 2017
662017
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
642015
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
512018
Design of hybrid-electric vehicle architectures using auto-generation of feasible driving modes
AE Bayrak, Y Ren, PY Papalambros
ASME 2013 international design engineering technical conferences and …, 2013
452013
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), 2016
372016
A Design Preference Elicitation Query as an Optimization Process
Y Ren, PY Papalambros
Journal of Mechanical Design 133, 111004, 2011
322011
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), 2016
292016
Topology generation for hybrid electric vehicle architecture design
AE Bayrak, Y Ren, PY Papalambros
Journal of Mechanical Design 138 (8), 081401, 2016
282016
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
ASME Paper No. DETC2013-13020, 2013
232013
Deep network-based feature extraction and reconstruction of complex material microstructures
R Cang, MY Ren
ASME 2016 International Design Engineering Technical Conferences and …, 2016
222016
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, 2016
212016
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
212013
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
202018
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
152014
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
14*2019
Learning an optimization algorithm through human design iterations
T Sexton, MY Ren
Journal of Mechanical Design 139 (10), 2017
122017
On design preference elicitation with crowd implicit feedback
Y Ren, PY Papalambros
International Design Engineering Technical Conferences and Computers and …, 2012
112012
Design Preference Elicitation, Derivative-Free Optimization and Support Vector Machine Search
Y Ren, PY Papalambros
ASME, 2010
72010
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
62019
Fea-net: A deep convolutional neural network with physicsprior for efficient data driven pde learning
H Yao, Y Ren, Y Liu
AIAA Scitech 2019 Forum, 0680, 2019
62019
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Articles 1–20