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We consider the discretization in time of a system of parabolic stochastic partial differential equations with slow and fast components; the fast equation is driven by an additive space-time white noise. The numerical method is inspired by…

数值分析 · 数学 2012-02-14 Charles-Edouard Bréhier

According to the eigenstate thermalization ansatz, matrices representing generic few body observables take on a specific form when displayed in the eigenbasis of a chaotic Hamiltonian. We examine the effect of environmental induced…

量子物理 · 物理学 2019-03-06 Lars Knipschild , Jochen Gemmer

This paper proposes to build a bridge between microscopic descriptions of matter with internal energy, composed of many fast interacting particles inside an environment, and their port-Hamiltonian (PH) descriptions at macroscopic scale. The…

动力系统 · 数学 2023-01-16 Judy Najnudel , Thomas Hélie , David Roze , Rémy Muller

We propose dynamical collapse models in which the stochastic collapse terms affect only photons and/or gravitons. In principle, isolated systems comprising only massive particles could evolve unitarily indefinitely in such models. In…

量子物理 · 物理学 2026-02-27 Adrian Kent

We discuss a resource-competition model, which takes the MacArthur's model as a platform, to unveil interesting connections with glassy features and jamming in high dimension. This model presents two qualitatively different phases: a…

无序系统与神经网络 · 物理学 2019-01-16 Ada Altieri , Silvio Franz

We study the asymptotics of a two-dimensional stochastic differential system with a degenerate diffusion matrix. This system describes the dynamics of a population where individuals contribute to the degradation of their environment through…

动力系统 · 数学 2024-05-06 Pierre Collet , Claire Ecotière , Sylvie Méléard

We study time evolution of a subsystem's density matrix under unitary evolution, generated by a sufficiently complex, say quantum chaotic, Hamiltonian, modeled by a random matrix. We exactly calculate all coherences, purity and…

量子物理 · 物理学 2012-03-15 Vinayak , Marko Znidaric

Recently, there has been a surge of interest in using spectral methods for estimating latent variable models. However, it is usually assumed that the distribution of the observations conditioned on the latent variables is either discrete or…

机器学习 · 统计学 2016-09-22 Kirthevasan Kandasamy , Maruan Al-Shedivat , Eric P. Xing

We derive stochastic master equations for a quantum system interacting with a Bose field prepared in a superposition of continuous-mode coherent states. To determine a conditional evolution of the quantum system we use a collision model…

量子物理 · 物理学 2020-02-11 Anita Dabrowska

We describe a numerical algorithm for approximating the equilibrium-reduced density matrix and the effective (mean force) Hamiltonian for a set of system spins coupled strongly to a set of bath spins when the total system (system+bath) is…

量子物理 · 物理学 2023-01-25 Tyler Chen , Yu-Chen Cheng

We study the steady state of two coupled two-level atoms interacting with a non-equilibrium environment that consists of two heat baths at different temperatures. Specifically, we analyze four cases with respect to the configuration about…

量子物理 · 物理学 2017-11-29 Yong Huangfu , Jun Jing

A framework for simulating the real-time dynamics of composite particles in a simple model of dense matter that is amenable to quantum computers is developed. As a demonstration, we perform classical simulations of heavy-hadrons propagating…

量子物理 · 物理学 2025-01-22 Roland C. Farrell , Marc Illa , Martin J. Savage

The equilibrium state of a system consisting of a large number of strongly interacting electrons can be characterized by its density operator. This gives a direct access to the ground-state energy or, at finite temperatures, to the free…

强关联电子 · 物理学 2012-02-23 Michael Potthoff

We address measurement-based generation of quantum coherence in continuous variable systems. We consider Gaussian measurements performed on Gaussian states and focus on two scenarios. In the first one, we assume an initially correlated…

量子物理 · 物理学 2017-08-14 Francesco Albarelli , Marco G. Genoni , Matteo G. A. Paris

We present a detailed report on the decoherence of quantum states of continuous variable systems under the action of a quantum optical master equation resulting from the interaction with general Gaussian uncorrelated environments. The rate…

量子物理 · 物理学 2007-05-23 A. Serafini , M. G. A. Paris , F. Illuminati , S. De Siena

Although stochastic approximation learning methods have been widely used in the machine learning literature for over 50 years, formal theoretical analyses of specific machine learning algorithms are less common because stochastic…

机器学习 · 统计学 2017-04-21 Richard M. Golden

Numerical approximation of the long time behavior of a stochastic differential equation (SDE) is considered. Error estimates for time-averaging estimators are obtained and then used to show that the stationary behavior of the numerical…

概率论 · 数学 2013-11-26 Jonathan C. Mattingly , Andrew M. Stuart , M. V. Tretyakov

Stochastic Differential Equations (SDEs) serve as a powerful modeling tool in various scientific domains, including systems science, engineering, and ecological science. While the specific form of SDEs is typically known for a given…

统计方法学 · 统计学 2024-02-27 Xin Cai , Jingyu Yang , Zhibao Li , Hongqiao Wang , Miao Huang

Stochastic schemes, designed to represent unresolved sub-grid scale variability, are frequently used in short and medium-range weather forecasts, where they are found to improve several aspects of the model. In recent years, the impact of…

大气与海洋物理 · 物理学 2020-02-19 K. Strommen , P. A. G. Watson , T. N. Palmer

The impact of environmental variability on population size growth rate in dynamic models is a recurrent issue in the theoretical ecology literature. In the scalar case, R. Lande pointed out that results are ambiguous depending on whether…

概率论 · 数学 2009-08-19 Michel De Lara