Computational Probability And Uncertainty Quantification

点击翻译按钮获取中文摘要

Modern society is impacted in myriad ways by the behavior of complex physical systems; the impact of hurricanes on coasts, pollution flow in porous media, and radiation damage in uranium fuel rods are just a few examples. Combining theory and computation, Dr. Estep¿s research program is focused on the development of powerful mathematical and statistical methodologies to draw inferences about complex physical systems, predict their behavior, and quantify uncertainties in the results. With a strong interdisciplinary component, Dr. Estep¿s research provides scientists and engineers with the tools to tackle challenges that have significant societal importance.