CIEE E4111: Uncertainty and Risk in Civil Infrastructure Systems Course

Course Overview

This course will introduce you to the fundamental concepts and practical applications of probability. You’ll cover basic probability theory and distributions such as set theory, Bayes’ theorem, Gaussian, log-normal and Poisson distributions. Assessing the resilience and long-term performance of complex engineered systems is a key skill for all engineers. You will examine the behavior and modeling of failure and learn how to effectively perform and analyze risk assessments. This will deepen your understanding of how uncertainty affects the analysis, design, and decision-making processes in engineering systems.

Applied learning is a core element of this course. Using your theoretical knowledge, you will learn how to apply probabilistic tools to resolve real-world engineering challenges. Case studies cover civil infrastructure, environment, mechanical and aerospace systems as well as construction management. This diversity will teach you how to adapt your practice to resolve a wide variety of engineering uncertainties and communicate your findings effectively in a decision-making context.

Course Instructor

Ioannis A. Kougioumtzoglou

Associate Professor of Civil Engineering and Engineering Mechanics

Kougioumtzoglou and his research group focus on developing analytic and numerical methodologies for stochastic response analysis, reliability assessment, and optimization of complex systems and structures in the presence of uncertainties. These methodologies support the efficient design of dynamic systems at both nano- and macro-scales, such as nano-mechanical oscillators, energy harvesters, and civil infrastructure.

Kougioumtzoglou received his Diploma in Civil Engineering from the National Technical University of Athens (2007), and his MSc (2009) and PhD (2011) from Rice University, USA. He joined Columbia University in 2014 and is currently a tenured Associate Professor in the Department of Civil Engineering and Engineering Mechanics. He has received several prestigious honors, including the Junior Research Prize from the European Association of Structural Dynamics (EASD), the Early Achievement Research Award from the International Association for Structural Safety and Reliability (IASSAR), the Walter L. Huber Civil Engineering Research Prize from the American Society of Civil Engineers (ASCE), and the National Science Foundation (NSF) CAREER award. He is also a Licensed Professional Civil Engineer in Greece and a Fellow of the Higher Education Academy (FHEA) in the UK.