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Structural and Geotechnical Eng.

Faculty

Mechanics and Structure Engineering

Chen, Peng-Yu

  • Assistant Professor
  • TEL:886-3- 422-7151 # 34104
  • FAX:886-3- 425-2960
  • E-mail:sam75782008@gmail.com
  • Web:https://sites.google.com/view/data-ai-resilience-lab/home

Research Interests

Earthquake Engineering
Data-Driven Artificial Intelligence
Regional Assessment of Seismic Risk and Resilience
High-Performance Computing

Courses

Mechanics of Materials
Finite Element Method

Journal Papers

  1. Wenyang Zhang, Jorge Crempien, Asli Kurtulus, Peng-Yu Chen, Pedro Arduino, and Ertugrul Taciroglu (2022), “A suite of broadband physics-based ground motion simulations for the Istanbul region.” Earthquake Engineering & Structural Dynamics. (SCIE) [Accepted]
  2. Peng-Yu Chen, and Xingquan Guan. (2022). “A Multi-Source Data-Driven Approach for Evaluating the Seismic Response of Non-Ductile Reinforced Concrete Moment Frames.” Engineering Structures. (SCIE) [accept]
  3. Liao,W., Fei, Y., Ghahari, F., Zhang, W., Chen, P. Y., Kurtulus, A., Yen, C. H., Cheng, Q., Lu, X., Taciroglu, E. (2022). “Influence of Accelerometer Type on Uncertainties in Recorded Ground Motions and Seismic Damage Assessment.” Bulletin of Earthquake Engineering. (SCIE)
  4. Cheng, Q., Fei, Y., Lu, X., Liao, W., Zhang, W., Chen, P. Y., Kurtulus, A., Ghahari, F., Vela, V., Taciroglu, E. (2022). “Influence of sensor density on seismic damage assessment: a case study for Istanbul.” Bulletin of the Seismological Society of America. [accepted]
  5. Chen, P. Y., Wu, Z., and Taciroglu, E. (2021). “Classification of Soft-Story Buildings Using Deep Learning with Density Features Extracted from 3D Point Clouds.” Journal of Computing in Civil Engineering.
  6. Lee, T. Y., Chung, K. J., and Chen, P. Y. (2014). “Ultimate State of Bridges with Soil-Pile-Structure Interaction under Extreme Earthquakes.” In Applied Mechanics and Materials (Vol. 587, pp. 1518-1521).

Conference Publications

  1. Chen, P. Y., Zhang, W., Meng, S., and Taciroglu, E. (2022). “Image-based deep-learning models for assisting data-harvesting in regional seismic resilience evaluation.” 12th National Conference on Earthquake Engineering, Utah, USA.
  2. Chen, P. Y., Meng, S., Ghotbi, A., Sextos, A., and Taciroglu, E. (2020). “A Regional Performance-Based Seismic Toolbox for Non-Ductile Reinforced Concrete Buildings.” 17th World Conference on Earthquake Engineering, Sendai, Japan. [link]
  3. Chen, P. Y., Meng, S., and Taciroglu, E. (2019). “Development of a Regional Performance-Based Seismic Toolbox for Non-Ductile Reinforced Concrete Buildings in Los Angeles.” PEER 2019 Annual Meeting, Los Angeles, U.S.A. [poster]

Experience

  1. Assistant Professor, National Central University, 2021/8~
  2. Visiting Project Scientist, University of California, Los Angeles (UCLA), 2021/8~
  3. Research Internship, Bentley Systems, 2019/6~2019/9
  4. Teaching Fellow, University of California, Los Angeles (UCLA), 2019/4~2021/6
  5. Teaching Assistant, University of California, Los Angeles (UCLA), 2017/4~2019/3

Education

  1. Ph.D. in Civil Engineering, University of California, Los Angeles (UCLA)
  2. M.S. in Statistics, University of California, Los Angeles (UCLA)
  3. M.S. in Civil Engineering, National Central University
  4. B.S. in Civil Engineering, National Central University

Department of Civil Engineering at NCU

Add:No.300, Chung-da Rd. Chung-Li city, Tao-Yuan 32011,Taiwan, Republic of China

Contact Us

Tel:8863-422-7151 #34070
Fax:8863-425-2960
Mail:ncu4100@cc.ncu.edu.tw

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