Hi all,
I am forwarding a seminar announcement from Computational Science and
Engineering regarding a talk tomorrow by Emily Carter. It looks like
she will be speaking about orbital-free DFT.
---
Quantum Simulations of Materials at the Mesoscale: Physics,
Algorithms, and Applications
Emily A. Carter – Gerhard R. Andlinger Professor in Energy & the
Environment, Princeton University
Abstract: Many materials phenomena are controlled by features at the
mesoscale, i.e., a
length scale above atoms but below the micron scale. In addition to
the fashionable example of
nanostructures, other practical examples abound. For instance, the
mechanical properties of
metals are largely controlled by the nucleation and motion of
dislocations and their interaction
with other defects (e.g., grain boundaries, solutes, precipitates) in
crystals. Experiments (e.g.,
electron microscopy) provide post-mortem examination of these
features. By contrast, computer
simulations can interrogate these defects in situ. Of course,
reliability of the simulations is always
an issue. Our research aims to develop predictive simulation tools
that do not rely on any
experimental input, such that they produce a truly independent source
of data for comparison
with experiment. This assumption/empirical-input-free approach
requires going back to basic
physical laws, namely those of quantum mechanics to describe electron
distributions in
materials. Normally such techniques are prohibitively expensive for
simulating more than a few
hundred atoms on supercomputers. But because of algorithmic
improvements to a quantum
mechanics method (orbital-free density functional theory) that makes
it scale fully linearly with
system size, we are now able to simulate fully quantum mechanically
and accurately large scale
defects that play key roles in plastic deformation and ductile
fracture of main group metals and
metal alloys, with accuracy rivaling the most accurate solid state
quantum mechanics methods
available. Recent advances in the physical approximations used to
evaluate the electron kinetic
energy (via new nonlocal kinetic energy density functionals) and the
electron-ion interaction
have extended the range of reliability of this technique beyond main
group metals to
semiconductor materials, and very recently, to transition metals.
Current applications are
focused on predicting the behavior of dislocations in aluminum and
magnesium and their alloys;
ultimately we hope to guide optimization of the composition and
microstructure of lightweight
metal alloys (by finding a sweet spot in the ductility-strength
tradeoff) that can be used to
improve the fuel efficiency of vehicles.
WEDNESDAY, November 30, 2011
4:00-5:00 pm Room 1-390
Thanks,
· Jiahao Chen · MIT Chemistry ·
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