Events Calendar

Aerospace and Mechanical Engineering Seminar Series

Speaker: Amanda Randles, Lawrence Fellow, Lawrence Livermore National Laboratory at Livermore, CA

Talk Title: Using Massively Parallel Simulation to Study Human Disease

Series: Aerospace and Mechanical Engineering Seminar Series

Abstract: The recognition of the role hemodynamic forces have in the localization and development of disease has motivated large-scale efforts to enable patient-specific simulations. When combined with computational approaches that can extend the models to include physiologically accurate hematocrit levels in large regions of the circulatory system, these image-based models yield insight into the underlying mechanisms driving disease progression and inform surgical planning or the design of next generation drug delivery systems. Building a detailed, realistic model of human blood flow, however, is a formidable mathematical and computational challenge. The models must incorporate the motion of fluid, intricate geometry of the blood vessels, continual pulse-driven changes in flow and pressure, and the behavior of suspended bodies such as red blood cells. In this talk, I will discuss the development of HARVEY, a parallel fluid dynamics application designed to model hemodynamics in patient-specific geometries. I will cover the methods introduced to reduce the overall time-to-solution and enable near-linear strong scaling on up to 1,572,864 core of the IBM Blue Gene/Q supercomputer. Finally, I will present the expansion of the scope of projects to address not only vascular diseases, but also treatment planning and the movement of circulating tumor cells in the bloodstream.

Biography: Amanda Randles is a Lawrence Postdoctoral Fellow working in the Center for Applied Scientific Computing at LLNL. Working with Professors Efthimios Kaxiras and Hanspeter Pfister, she completed her Ph.D. in Applied Physics at Harvard University with a secondary field in Computational Science in 2013. In 2010 she obtained her Master's Degree in Computer Science from Harvard University. Prior to graduate school, she worked for three years as a software developer at IBM on the Blue Gene Development Team. Her primary roles were in application development and performance analysis. She received her Bachelor's Degree in both Computer Science and Physics from Duke University.

Host: --

Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

Audiences: Everyone Is Invited

Contact: Valerie Childress