39 min
Sampling Sphere Packings with Continuum Glauber Dynamics
Probability Theory, Statistical Mechanics and seminar by Aiya Kuchukova, Georgia Tech
Friday 09:00 Los Angeles (GMT-7)
Recording available
Berkeley, United States
Recording
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