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Fourier Filtering of MD Trajectories
We apply Fourier filtering
to separate the different time scales in MD simulations. By filtering out
certain frequency regimes from the Fourier spectrum of the MD trajectory or
the corresponding time-dependent energy, atomic events that happen in the
surviving frequency window can be isolated. This allows detection and
analysis of infrequent events as well as finding atoms that form rigid
groups (apart from thermal oscillations) and can be substituted by single
“meso particles” for mesoscale simulations. The following examples filter
out high-frequent oscillations, but preserve the events that “live” on a
time scale of 2 ps or slower.
Some examples:
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Self-interstitial
diffusion in silicon
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Si self-interstitial
diffusion, ab-initio MD simulation, 1300 K (click on image to play
movie).
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Si
self-interstitial diffusion, 40 ps Fourier-filtered ab-initio MD
simulation, 1300 K, 0.5 THz frequency cutoff (click on image to play
movie). “Breathing” of the system triggering hops can be seen.
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Contact formation
between a DNA fragment and a carbon nanotube
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DNA fragment
(thymine, guanine + sugar backbone) between two (5,0) carbon nanotubes,
unfiltered (“top” view; click on image to play movie).
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DNA fragment
(Thymine, guanine and sugar backbone) between two (5,0) carbon nanotubes,
filtered with 0.5 THz frequency cutoff (“front” view; click on image to
play movie). Rigid groups and “floppy” joints can be identified.
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Impact of 2 nm Cu
nanoparticle on Zr surface
(0.5 THz cutoff frequency)
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Impact of a spherical Cu
nanoparticle (2 nm diameter) on a Zr slab, filtered with 0.5 THz
frequency cutoff. Classical MD with EAM potentials. Total simulated time:
33.6 ps. Click on image to play movie.
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* W. Windl et al. (to be published).
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