Subhayan De

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Viterbi PhD Fellow

Sonny Astani Department of Civil and Environmental Engineering
University of Southern California
3620 S. Vermont Avenue, KAP 210
Los Angeles, CA 90089-2531
USA

You can e-mail me at: Subhayan.De@usc.edu

Visit my personal website.

A pdf version of my CV is available here.

I am currently a graduate student at USC (University of Southern California). My research is focused on computationally efficient structural system identification and control. I am supported by a Viterbi Ph.D. Fellowship at USC.

I have earned my Master's degrees in Civil Engineering with specialization in Structural Engineering from Indian Institute of Science in 2013 and in Electrical Engineering from University of Southern California in 2016. I carried out research on Bayesian model selection and was supported by scholarships from Ministry of Human Resource and Development, Govt. of India during my stay at IISc.

I have received a Bachelor of Civil Engineering (BCE) degree from Jadavpur University in 2011. My research topic in undergrad was Application of Genetic algorithm in civil engineering problems.

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Journals

  1. De, S., Wojtkiewicz S.F. and, Johnson, E.A. "Computationally Efficient Optimal Design of Passive Control Devices for a Benchmark Cable-Stayed Bridge", Structural Control and Health Monitoring, 2016.
  2. De, S., Johnson, E.A. and, Wojtkiewicz S.F. and, Brewick, P.T. "Computationally-Efficient Bayesian Model Selection for Locally Nonlinear Structural Dynamical Systems", (submitted).

International Conferences

  1. De, S., Kamalzare, M., Johnson, E.A. and , Wojtkiewicz S.F., "Efficient Optimal Design of Passive Structural Control Devices for Complex Structures", ASCE Engineering Mechanics Institute Conference, August 2014 . McMaster University, ON, Canada.
  2. De, S., Kamalzare, M., Johnson, E.A. and , Wojtkiewicz S.F., "Computationally-Efficient Bayesian Model Selection for Structural Systems with Local Nonlinearities", ASCE Engineering Mechanics Institute Conference, August 2014, McMaster University, ON, Canada.
  3. De, S., Johnson, E.A. and , Wojtkiewicz S.F., "Efficient Optimal Design-Under-Uncertainty of Passive Structural Control Devices", 12th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP12, July 2015, Vancouver, BC, Canada.
  4. De, S., Johnson, E.A. and , Wojtkiewicz S.F., "Fast Bayesian Model Selection with Application to Large Locally-Nonlinear Dynamic Systems ", 6th International Conference on Advances in Experimental Structural Engineering, 11th International Workshop on Advanced Smart Materials and Smart Structures Technology, August 1-2, 2015, University of Illinois, Urbana-Champaign, USA.
  5. De, S., Johnson, E.A. and , Wojtkiewicz S.F., Brewick, P.B., "Efficient Bayesian Model Selection for Locally Nonlinear Systems incorporating Dynamic Measurements", 10th International Workshop on Structural Health Monitoring (IWSHM), September 2015, Stanford University, CA, USA.
  6. De, S., Brewick, P.T., Johnson, E.A. and, Wojtkiewicz S.F. "Exploration of Error Rate Criteria to Decide Bounds for Model Falsification'', ASCE Engineering Mechanics Institute Conference, 22-25 May, 2016, Vanderbilt University, Nashville, TN, USA.

Model Selection Toolbox for MATLAB:

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With my advisor Prof. Erik A. Johnson.

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