Professor Bilal M. Ayyub, PhD, PE is the Director of the Center for Technology and Systems Management, University of Maryland College Park (on sabbatical leave) and currently a visitor at the National Security Analysis Department, APL-JHU.
Global catastrophic risks are associated with natural or anthropogenic events that have the potential to inflict serious damage on human well-being on a global scale, including destroying or crippling modern civilization. Such events include nuclear war, outer space hazards, geohazards, etc. More…
Dr. Eunshin Byon is an Assistant Professor in the Department of Industrial and Operations Engineering at the University of Michigan, Ann Arbor, USA. She received her Ph.D. degree in Industrial and Systems Engineering from the Texas A&M University, College Station, USA, and joined the University of Michigan in 2011.
Importance sampling has been used to improve the efficiency of simulations where the simulation output is uniquely determined, given a fixed input. We extend the theory of importance sampling to estimate a system’s reliability with stochastic simulations. Thanks to the advance of computing power, stochastic computer models are employed in many applications to represent a complex system behavior. More
To quantify and minimize the uncertainties in the design and operational stage, we model and analyze the dependency of wind turbine responses (e.g., power generation, loads and condition monitoring sensor measurement) on operating conditions and the interactions among turbines. Our research entails several areas… More