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We demonstrate that a popular class of nonparametric mutual information (MI) estimators based on k-nearest-neighbor graphs requires number of samples that scales exponentially with the true MI. Consequently, accurate estimation of MI…

信息论 · 计算机科学 2015-03-09 Shuyang Gao , Greg Ver Steeg , Aram Galstyan

Integral discriminants provide a simple and fundamental model for non-Gaussian integrals, associated with homogeneous polynomials of degree r in n variables. We argue that, in this context, the study of correlators is equally if not more…

高能物理 - 理论 · 物理学 2026-02-12 A. Morozov , Sh. Shakirov

In this paper we present a new approach how to extract polarization-dependent exchange-correlation energy densities for two-dimensional systems from reference densities and energies of quantum dots provided by exact diagonalization.…

介观与纳米尺度物理 · 物理学 2009-11-10 Andreas Wensauer , Ulrich Rössler

Our goal is to clarify the relation between entanglement and correlation energy in a bipartite system with infinite dimensional Hilbert space. To this aim we consider the completely solvable Moshinsky's model of two linearly coupled…

量子物理 · 物理学 2010-04-19 L. Martina , G. Ruggeri , G. Soliani

Many applications in risk analysis, especially in environmental sciences, require the estimation of the dependence among multivariate maxima. A way to do this is by inferring the Pickands dependence function of the underlying extreme-value…

统计方法学 · 统计学 2016-04-18 G. Marcon , S. A. Padoan , P. Naveau , P. Muliere , J. Segers

The scalar-isoscalar, scalar-isotensor and vector-isovector pi-pi amplitudes are fitted simultaneously to experimental data and to Roy's equations. The resulting amplitudes are compared with those fitted only to experimental data. No…

高能物理 - 唯象学 · 物理学 2009-11-10 Robert Kaminski , Leonard Lesniak , Benoit Loiseau

Recently, Chatterjee has introduced a new coefficient of correlation which has several natural properties. In particular, the coefficient attains its maximal value if and only if one variable is a measurable function of the other variable.…

统计理论 · 数学 2020-10-22 Sky Cao , Peter J. Bickel

We compute correlation functions of inverse powers and ratios of characteristic polynomials for random matrix models with complex eigenvalues. Compact expressions are given in terms of orthogonal polynomials in the complex plane as well as…

数学物理 · 物理学 2011-07-19 G. Akemann , A. Pottier

By using the results of a high-statistics (O(10^7) measurements) Monte Carlo simulation we test several predictions of perturbation theory on the O(n) non-linear sigma-model in 2 dimensions. We study the O(3) and O(8) models on large enough…

高能物理 - 格点 · 物理学 2016-09-01 B. Alles , A. Buonanno , G. Cella

We present a systematic comparison of some usual estimators of the 2--point correlation function, some of them currently used in Cosmology, others extensively employed in the field of the statistical analysis of point processes. At small…

天体物理学 · 物理学 2009-10-31 Maria-Jesus Pons-Borderia , Vicent J. Martinez , Dietrich Stoyan , Helga Stoyan , Enn Saar

We have used maximum-likelihood estimation to determine the quadrupole amplitude $Q_{\rm rms-PS}$ and the spectral index $n$ of the density fluctuation power spectrum at recombination from the \cobe\ DMR data. We find a strong correlation…

天体物理学 · 物理学 2009-10-22 Uros Seljak , Edmund Bertschinger

We present analytic estimates for the energy levels of N electrons (N = 2 - 5) in a two-dimensional parabolic quantum dot. A magnetic field is applied perpendicularly to the confinement plane. The relevant scaled energy is shown to be a…

介观与纳米尺度物理 · 物理学 2009-10-28 Augusto Gonzalez

The problem of extrapolating asymptotic perturbation-theory expansions in powers of a small variable to large values of the variable tending to infinity is investigated. The analysis is based on self-similar approximation theory. Several…

数学物理 · 物理学 2014-09-08 S. Gluzman , V. I. Yukalov

The paper presents the low temperature expansion of the 2D Ising model in the presence of the magnetic field in powers of $x=\exp(-J/(kT))$ and $z=\exp(B/(kT))$ with full polynomials in $z$ up to $x^{88}$ and full polynomials in $x^4$ up to…

统计力学 · 物理学 2023-03-23 K. A. Meissner , D. Ircha , W. Olszewski , J Ruta , A. Słapek

We consider the critical behavior of two-dimensional Potts models in presence of a bond disorder in which the correlation decays as a power law. In some recent work the thermal sector of this theory was investigated by a renormalization…

无序系统与神经网络 · 物理学 2024-07-19 Ivan Lecce , Marco Picco , Raoul Santachiara

Applying the time-dependent variational principle of Balian and V\'en\'eroni, we derive variational approximations for multi-time correlation functions in $\Phi^4$ field theory. We assume first that the initial state is given and…

高能物理 - 理论 · 物理学 2009-10-31 Cécile Martin

This work identifies a solvable (in the sense that spectral correlation functions can be expressed in terms of orthogonal polynomials), rotationally invariant random matrix ensemble with a logarithmic weakly confining potential. The…

统计力学 · 物理学 2023-03-07 Wouter Buijsman

Knowing a sequence of moments of a given, infinitely supported, distribution we obtain quickly: coefficients of the power series expansion of monic polynomials $\left\{ p_{n}\right\} _{n\geq 0}$ that are orthogonal with respect to this…

偏微分方程分析 · 数学 2014-12-30 Paweł J. Szabłowski

The Colle and Salvetti approach [Theoret. Chim. Acta, 37, 329 (1975)] to the calculation of the correlation energy of a system is modified in order to explicitly include into the theory the kinetic contribution to the correlation energy.…

材料科学 · 物理学 2007-05-23 Sebastien Ragot , Pietro Cortona

Multivariate density moments (correlators) of arbitrary order are obtained for the multiplicative self-similar cascade. This result is based on the calculation by Greiner, Eggers and Lipa (reference [1]) where the correlators of the…

高能物理 - 唯象学 · 物理学 2009-10-31 A. Bialas , J. Czyzewski