Course Information

Course Name	Turkish	Geoteknik Mühendisliğinde Stokastik Yöntemler
	English	Stochastic Methods in Geotechnical Engineering
Course Code	ZMG 503E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	1	-	3	-	-
Course Language		English
Course Coordinator		Derin Nur Serpengüzel Derin Nur Serpengüzel
Course Objectives		The goal of this course is to provide students with current knowledge on stochastic methodology theory and practice.
Course Description		Review of Probability Theory Random Variables Random Vibrations Linear Systems (S.D.O.F., M.D.O.F., Continuous) Monte Carlo Simulation Response of Linear Systems to Non-Stationary Excitation Failures Resulting from Dynamic Response Random Fields : Fundamentals of Analysis of Random Fields 2nd Order Analysis of Homogeneous Random Fields Spectral Parameters, Level Excursions and Extremes Parameter Estimation, Optimal Sampling Local Averages and Extremes Applications to Engineering and Science
Course Outcomes
Pre-requisite(s)
Required Facilities
Other
Textbook		Probabilistic Methods in Geotechnical Engineering, Gordon Fenton, ASCE, 1996.
Other References		- Benjamin, J., Cornell, C. (1970) Probability , Statistics, and Decision for Civil Engineers, McGraw Hill Book Company. - Shinozuka, M., Deodatis, G. (1991) “Simulation of Stochastic Processes by Spectral Representation”, Applied Mechanics Review, ASME, Vol.44, (191-203). - Yamazaki, F., Shinozuka, M. (1988) “Digital generation of Non-Gaussian Stochastic Fields”, Journal of Engineering Mechanics, ASCE Vol.114 (1183-1197).

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