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Research Output 2010 2019

  • 222 Citations
  • 10 h-Index
  • 19 Conference contribution
  • 10 Article
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Article
2019
1 Citation (Scopus)

One-shot generation of near-optimal topology through theory-driven machine learning

Cang, R., Yao, H. & Ren, Y., Apr 1 2019, In : CAD Computer Aided Design. 109, p. 12-21 10 p.

Research output: Contribution to journalArticle

Learning systems
Supervised learning
Topology
Students
Neural networks
2018
10 Citations (Scopus)
Heterogeneous Materials
Generative Models
Physical property
Physical properties
physical properties

Optimal stiffness design for an exhaustive parallel compliance matrix in multiactuator robotic limbs

Cahill, N. M., Sugar, T., Ren, Y. & Schroeder, K., Jun 1 2018, In : Journal of Mechanisms and Robotics. 10, 3, 031014.

Research output: Contribution to journalArticle

Robotics
Stiffness
Robots
Trajectories
Dynamic models
2016
18 Citations (Scopus)

EcoRacer: Game-Based Optimal Electric Vehicle Design and Driver Control Using Human Players

Ren, Y., Bayrak, A. E. & Papalambros, P. Y., Jun 1 2016, In : Journal of Mechanical Design, Transactions of the ASME. 138, 6

Research output: Contribution to journalArticle

Electric vehicles
Powertrains
Global optimization
13 Citations (Scopus)

Improving Design Preference Prediction Accuracy Using Feature Learning

Burnap, A., Pan, Y., Liu, Y., Ren, Y., Lee, H., Gonzalez, R. & Papalambros, P. Y., Jul 1 2016, In : Journal of Mechanical Design, Transactions of the ASME. 138, 7, 071404.

Research output: Contribution to journalArticle

Principal component analysis
Automobiles
Visualization
Decomposition
12 Citations (Scopus)

Public investment and electric vehicle design: A model-based market analysis framework with application to a USA-China comparison study

Kang, N., Ren, Y., Feinberg, F. M. & Papalambros, P. Y., Jan 1 2016, In : Design Science. 2, e6.

Research output: Contribution to journalArticle

Electric Vehicle
Electric vehicles
China
Model-based
Profitability
16 Citations (Scopus)

Topology Generation for Hybrid Electric Vehicle Architecture Design

Bayrak, A. E., Ren, Y. & Papalambros, P. Y., Aug 1 2016, In : Journal of Mechanical Design, Transactions of the ASME. 138, 8, 081401.

Research output: Contribution to journalArticle

Powertrains
Hybrid vehicles
Topology
Hybrid powertrains
Passenger cars
2015
2 Citations (Scopus)

A framework for quantitative analysis of government policy influence on electric vehicle market

Kang, N., Emmanoulopoulos, M., Ren, Y., Feinberg, F. M. & Papalambros, P. Y., 2015, In : Unknown Journal. 5, DS 80-05, p. 1-10 10 p.

Research output: Contribution to journalArticle

Electric Vehicle
Policy Making
Electric vehicles
Quantitative Analysis
Chemical analysis
31 Citations (Scopus)

When crowdsourcing fails: A study of expertise on crowdsourced design evaluation

Burnap, A., Ren, Y., Gerth, R., Papazoglou, G., Gonzalez, R. & Papalambros, P. Y., 2015, In : Journal of Mechanical Design, Transactions of the ASME. 137, 3, 031101.

Research output: Contribution to journalArticle

2011
18 Citations (Scopus)

A design preference elicitation query as an optimization process

Ren, Y. & Papalambros, P. Y., 2011, In : Journal of Mechanical Design, Transactions of the ASME. 133, 11, 111004.

Research output: Contribution to journalArticle

Global optimization
Human computer interaction
Support vector machines
Feedback
Problem-Based Learning