Thermometry of ultracold atoms via nonequilibrium work distributions
PHYSICAL REVIEW A 93:5 (2016) ARTN 053619
Hubbard model for atomic impurities bound by the vortex lattice of a rotating BEC
Physical Review Letters American Physical Society 116:24 (2016) 240402
Abstract:
We investigate cold bosonic impurity atoms trapped in a vortex lattice formed by condensed bosons of another species. We describe the dynamics of the impurities by a bosonic Hubbard model containing occupation-dependent parameters to capture the effects of strong impurity-impurity interactions. These include both a repulsive direct interaction and an attractive effective interaction mediated by the BEC. The occupation dependence of these two competing interactions drastically affects the Hubbard model phase diagram, including causing the disappearance of some Mott lobes.Quantum Computing with Cold Ions and Atoms: Theory
Chapter in Quantum Information, Wiley (2016) 483-517
Exact inference on Gaussian graphical models of arbitrary topology using path-sums
Journal of Machine Learning Research Journal of Machine Learning Research 17:71 (2016) 1-19
Abstract:
We present the path-sum formulation for exact statistical inference of marginals on Gaussian graphical models of arbitrary topology. The path-sum formulation gives the covariance between each pair of variables as a branched continued fraction of finite depth and breadth. Our method originates from the closed-form resummation of infinite families of terms of the walk-sum representation of the covariance matrix. We prove that the path-sum formulation always exists for models whose covariance matrix is positive definite: i.e. it is valid for both walk-summable and non-walk-summable graphical models of arbitrary topology. We show that for graphical models on trees the path-sum formulation is equivalent to Gaussian belief propagation. We also recover, as a corollary, an existing result that uses determinants to calculate the covariance matrix. We show that the path-sum formulation formulation is valid for arbitrary partitions of the inverse covariance matrix. We give detailed examples demonstrating our results.Possible light-induced superconductivity in K3C60 at high temperature
Nature Nature Publishing Group 530:2016 (2016) 461-464