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Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Elicitation Mathematics
Electric vehicles Engineering & Materials Science
Electric Vehicle Mathematics
Powertrains Engineering & Materials Science
Hybrid vehicles Engineering & Materials Science
Topology Engineering & Materials Science
Hybrid Electric Vehicle Mathematics
Conjoint Analysis Mathematics

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Research Output 2010 2019

  • 214 Citations
  • 9 h-Index
  • 18 Conference contribution
  • 10 Article

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
Neural networks
6 Citations (Scopus)

An indirect design representation for topology optimization using variational autoencoder and style transfer

Guo, T., Lohan, D. J., Allison, J. T., Cang, R. & Ren, Y., Jan 1 2018, AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials. 210049 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shape optimization
Computational efficiency
Heat conduction
9 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

Dynamic models
1 Citation (Scopus)

Mechanical specialization of robotic limbs

Cahill, N. M., Ren, Y. & Sugar, T., Jul 21 2017, ICRA 2017 - IEEE International Conference on Robotics and Automation. Institute of Electrical and Electronics Engineers Inc., p. 4187-4192 6 p. 7989482

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric power utilization

Projects 2015 2017