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Sampling Sphere Packings with Continuum Glauber Dynamics

Friday 09:00 Los Angeles (GMT-7)

Recording available

Berkeley, United States
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Recording

39 min

Abstract

Continuum Glauber dynamics samples Gibbs point processes with repulsive interactions, including hard spheres. This talk develops continuous spectral-independence and localization tools to establish spectral gaps and efficient sampling for arbitrary-range repulsive potentials. The approach improves fixed-density packing thresholds and works directly in the continuum rather than discretizing the model.

Topics

Continuum Glauber dynamicsGibbs point processesrepulsive interactionshard sphereslocalizationspectral gapsefficient samplingrepulsive potentialspacking thresholds