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相关论文: Full Counting Statistics in the Resonant-Level Mod…

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We establish the global well-posedness of overdamped dynamic density functional theory (DDFT): a nonlinear, nonlocal integro-partial differential equation used in statistical mechanical models of colloidal fluids, and other applications…

偏微分方程分析 · 数学 2021-09-15 B. D. Goddard , R. D. Mills-Williams , M. Ottobre , G. Pavliotis

The paper studies distributed static parameter (vector) estimation in sensor networks with nonlinear observation models and noisy inter-sensor communication. It introduces \emph{separably estimable} observation models that generalize the…

多智能体系统 · 计算机科学 2012-05-21 Soummya Kar , Jose M. F. Moura , Kavita Ramanan

We provide exact asymptotic expressions for the performance of regression by an $L-$layer deep random feature (RF) model, where the input is mapped through multiple random embedding and non-linear activation functions. For this purpose, we…

机器学习 · 统计学 2023-02-14 David Bosch , Ashkan Panahi , Babak Hassibi

We consider the boundary driven harmonic model, i.e. the Markov process associated to the open integrable XXX chain with non-compact spins. Using the factorial moments we characterize the stationary measure as a mixture of product measures.…

The exact statistics of an arbitrary quantum observable is analytically obtained. Due to the probabilistic nature of a sequence of intermediate measurements and stochastic fluctuations induced by the interaction with the environment, the…

统计力学 · 物理学 2019-06-19 Stefano Gherardini

We compute mean field phase diagrams of two closely related interacting fermion models in two spatial dimensions (2D). The first is the so-called 2D t-t'-V model describing spinless fermions on a square lattice with local hopping and…

数学物理 · 物理学 2011-07-08 Jonas de Woul , Edwin Langmann

We introduce and study a class of models of free fermions hopping between neighbouring sites with random Brownian amplitudes. These simple models describe stochastic, diffusive, quantum, unitary dynamics. We focus on periodic boundary…

统计力学 · 物理学 2019-04-17 M. Bauer , D. Bernard , T. Jin

Quantum transport through devices coupled to electron reservoirs can be described in terms of the full counting statistics (FCS) of charge transfer. Transport observables, such as conductance and shot-noise power are just cumulants of FCS…

介观与纳米尺度物理 · 物理学 2015-12-23 M I Sena-Junior , A M S Macêdo

We prove asymptotic results for a modification of the cross-entropy estimator originally introduced by Ziv and Merhav in the Markovian setting in 1993. Our results concern a more general class of decoupled measures on shift spaces over a…

概率论 · 数学 2024-03-26 Nicholas Barnfield , Raphaël Grondin , Gaia Pozzoli , Renaud Raquépas

The so-called 'Level 2.5' general result for the large deviations of the joint probability of the density and of the currents for Markov Jump processes is applied to the case of $N$ independent particles on a ring with random transition…

无序系统与神经网络 · 物理学 2021-05-12 Cecile Monthus

We review the Lee-Friedrichs model as a model of atomic resonances in the hydrogen atom, using the dipole-moment matrix-element functions which have been exactly computed by Nussenzveig. The Hamiltonian $H$ of the model is positive and has…

数学物理 · 物理学 2020-12-22 Walter F. Wreszinski

A simple model of an irreversible process is introduced. The equation of iterations in the model includes a noise generation term. We study the properties of the system when the noise generation term is a stochastic process (e.g. a random…

混沌动力学 · 物理学 2007-05-23 M. A. Sozanski , J. J. Zebrowski

Let $X$ be a Harris recurrent strong Markov process in continuous time with general Polish state space $E,$ having invariant measure $\mu .$ In this paper we use the regeneration method to derive non asymptotic deviation bounds for $$P_{x}…

概率论 · 数学 2010-01-25 Dasha Loukianova , Eva Loecherbach

We consider the measurement of higher current moments with a dissipative resonant circuit, which is coupled inductively to a mesoscopic device in the coherent regime. Information about the higher current moments is coded in the histograms…

介观与纳米尺度物理 · 物理学 2009-11-13 Alex Zazunov , Marjorie Creux , Elisabetta Paladino , Adeline Crepieux , Thierry Martin

We investigate measures of non-Markovianity in open quantum systems governed by Gaussian free fermionic dynamics. Standard indicators of non-Markovian behavior, such as the BLP and LFS measures, are revisited in this context. We show that…

量子物理 · 物理学 2025-10-01 Giuliano Chiriacò

We study full counting statistics of coherent electron transport through multi-terminal interacting quantum-dots under a finite magnetic field. Microscopic reversibility leads to the symmetry of the cumulant generating function, which…

介观与纳米尺度物理 · 物理学 2009-11-13 Keiji Saito , Yasuhiro Utsumi

We present a complete framework for determining the asymptotic (or logarithmic) efficiency of estimators of large deviation probabilities and rate functions based on importance sampling. The framework relies on the idea that importance…

统计力学 · 物理学 2021-10-26 Arnaud Guyader , Hugo Touchette

In the fermion content and gauge symmetry of the standard model (SM), we study the four-fermion operators in the torsion-free Einstein-Cartan theory. The collider signatures of irrelevant operators are suppressed by the high-energy cutoff…

高能物理 - 唯象学 · 物理学 2015-09-10 She-Sheng Xue

We introduce and solve a model of fermions hopping between neighbouring sites on a line with random Brownian amplitudes and open boundary conditions driving the system out of equilibrium. The average dynamics reduces to that of the…

统计力学 · 物理学 2019-10-22 Denis Bernard , Tony Jin

We consider the maximum entropy Markov chain inference approach to characterize the collective statistics of neuronal spike trains, focusing on the statistical properties of the inferred model. We review large deviations techniques useful…

神经元与认知 · 定量生物学 2018-08-15 Rodrigo Cofre , Cesar Maldonado , Fernando Rosas