Hae Young Noh-Civil and Environmental Engineering - Carnegie Mellon University

Hae Young Noh

Assistant Professor, Civil and Environmental Engineering

Civil & Environmental Engineering
Carnegie Mellon University
Pittsburgh, PA 15213-3890
Office: Porter Hall 123F
Phone: 412-268-5253
Fax: 412-268-7813

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Courtesy Appointment: ECE 
Research Group: AIS


Ph.D. 2011, Stanford University

Research Interests

  • Smart structures through statistical learning and wireless sensors
  • Structural health monitoring, risk analysis
  • Building energy management using data-driven approaches

Selected Publications

  • Noh, H., Rajagopal, R., and Kiremidjian, A.S. (2013). “Sequential Structural Damage Diagnosis Algorithm Using a Change Point Detection Method,” Journal of Sound and Vibration, 332(24): 6419-6433.
  • Noh, H., Lignos, D.G., Nair, K.K., and Kiremidjian, A.S. (2011) "Development of Fragility Functions as a Damage Classification/Prediction Method for Steel Moment Frames Using a Wavelet-Based Damage Sensitive Feature," Earthquake Engineering and Structural Dynamics, DOI: 10.1002/eqe.1151.
  • Noh, H., Nair, K.K., Lignos, D.G., and Kiremidjian, A.S. (2011) "On the Use of Wavelet-Based Damage Sensitive Features for Structural Damage Diagnosis Using Strong Motion Data," ASCE Journal of Structural Engineering, DOI: 10.1061/(ASCE)ST.1943-541X.0000385.
  • Noh, H., Nair, K.K., Kiremidjian, A.S., and Loh, C-H. (2009) "Application of a Time Series-Based Damage Detection Algorithm to the Benchmark Experiment at the National Center for Research on Earthquake Engineering (NCREE) in Taipei, Taiwan," Journal of Smart Structures and Systems, 5(1).
  • Lederman, G., Wang, Z., Chen, S., Cerda, F., Rizzo, P., Kovacevic, J., Noh, H., Bielak, J., and Garrett, J. (2014). "Damage quantification and localization algorithms for indirect SHM of bridges." The 7th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2014), Shanghai, China.
  • Ong, L., Bergés, M., and Noh, H. (2013). “Exploring Sequential and Association Rule Mining for Pattern-based Energy Demand Characterization,” In Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings (pp. 1-2). ACM, Rome, Italy.
  • Zheng, Y., Zhang, L., Zhang, P., Noh, H. (2013). “Understanding Environmental Effect on Building Vibration for Structural Health Monitoring Using Event Detection and Causal Analysis,” The 9th International Workshop on Structural Health Monitoring, Stanford, CA, USA.
  • Noh, H., Kiremidjian, A.S., and Lallemant, D. (2013). “Development of Empirical and Analytical Fragility Functions Using Gaussian Kernel Smoothing Methods,” The 11th Intl. Conf. on Structural Safety and Reliability, New York, NY.
  • Noh, H., Kiremidjian, A.S., Jaiswal, D., and So, E. (2013). “Bayesian Analysis of Earthquake Fatality Rates,” The 11th Intl. Conf. on Structural Safety and Reliability, New York, NY.
  • Noh, H. and Rajagopal, R. (2013). “Data-Driven Forecasting Algorithms for Building Energy Consumption,” SPIE’s 20th Annual International Symposium on Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring, San Diego, CA.