Seminars & Events
LANS Informal Seminar
"Optimization problems in atomistic and first principles materials modeling -- a few examples"
DATE: January 18, 2012
TIME: 3:00 PM - 4:00 PM
SPEAKER: Maria Chan, Postdoctoral appointee, CNM
LOCATION: Building 240, Conference Center 1404-1405, Argonne National Laboratory
Description:
Atomistic and first principles computational modeling has become indispensable in the understanding and design of materials. In this field, the optimization of physical properties as a function of atomic configurations is a common problem. Such optimization often requires stochastic and evolutionary approaches, as well as efficient transformations of the configuration -> property maps. In this talk, I will discuss a few examples in which we approach such optimization problems, in applications towards thermoelectric and energy storage materials. Specifically, I will discuss configurational determination in lithium battery materials and optimization of thermal conductivity in SiGe nanowires. Other materials-related problems for which novel algorithmic approaches may be useful will also be discussed.
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