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Fingerprint Dive into the research topics where Yi Ren is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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

  • 235 Citations
  • 10 h-Index
  • 20 Conference contribution
  • 12 Article

Crowdsourced reliable labeling of safety-rule violations on images of complex construction scenes for advanced vision-based workplace safety

Wang, Y., Liao, P. C., Zhang, C., Ren, Y., Sun, X. & Tang, P., Oct 2019, In : Advanced Engineering Informatics. 42, 101001.

Research output: Contribution to journalArticle

Labeling
Labels
Computer vision
Hazards
Bayesian networks

FEA-net: A deep convolutional neural network with physics prior for efficient data driven pde learning

Yao, H., Ren, Y. & Liu, Y., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

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

Physics
Neural networks
Finite element method
Convolution
Partial differential equations

Hierarchical n-point polytope functions for quantitative representation of complex heterogeneous materials and microstructural evolution

Chen, P. E., Xu, W., Chawla, N., Ren, Y. & Jiao, Y., Oct 15 2019, In : Acta Materialia. 179, p. 317-327 11 p.

Research output: Contribution to journalArticle

Microstructural evolution
Microstructure
Particle reinforced composites
Tin alloys
Imaging techniques

How shall i drive? interaction modeling and motion planning towards empathetic and socially-graceful driving

Ren, Y., Elliott, S., Wang, Y., Yang, Y. & Zhang, W., May 1 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 4325-4331 7 p. 8793835. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Motion planning
Model predictive control
Accidents
2 Citations (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

Projects 2015 2017