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In this paper we study the asymptotic behavior of stochastic approximation schemes with set-valued drift function and non-additive iterate-dependent Markov noise. We show that a linearly interpolated trajectory of such a recursion is an…

系统与控制 · 计算机科学 2016-07-19 Vinayaka Yaji , Shalabh Bhatnagar

We consider systems of damped wave equations with a state-dependent damping coefficient and perturbed by a Gaussian multiplicative noise. Initially, we investigate their well-posedness, under quite general conditions on the friction.…

概率论 · 数学 2023-12-15 Sandra Cerrai , Arnaud Debussche

In a recent Letter, Baer et al. present a stochastic method for Kohn-Sham density functional theory calculations. Their convergence criterion is the self-averaging total energy per electron, which requires a number of statistical samples…

材料科学 · 物理学 2014-04-15 Jonathan E. Moussa , Andrew D. Baczewski

In this paper, we study the dynamics of a linear control system with given state feedback control law in the presence of fast periodic sampling at temporal frequency $1/\delta$ ($0 < \delta \ll 1$), together with small white noise…

概率论 · 数学 2021-10-15 Shivam Dhama , Chetan D. Pahlajani

Machine learning models suffer from overfitting, which is caused by a lack of labeled data. To tackle this problem, we proposed a framework of regularization methods, called density-fixing, that can be used commonly for supervised and…

机器学习 · 计算机科学 2020-09-08 Masanari Kimura , Ryohei Izawa

We provide an exhaustive analysis of the complete set of solutions of the equations of stellar equilibrium under semiclassical effects. As classical matter we use a perfect fluid of constant density; as the semiclassical source we use the…

广义相对论与量子宇宙学 · 物理学 2021-10-22 Julio Arrechea , Carlos Barceló , Raúl Carballo-Rubio , Luis J. Garay

The extended Gutzwiller trajectory approach is presented for the semiclassical description of nuclear collective dynamics, in line with the main topics of the fruitful activity of V.G. Solovjov. Within the Fermi-liquid droplet model, the…

核理论 · 物理学 2017-05-24 A. G. Magner , D. V. Gorpinchenko , J. Bartel

The normalization of scattering states is more than a rote step necessary to calculate expectation values. This normalization actually contains important information regarding the density of the scattering spectrum (along with useful…

量子物理 · 物理学 2025-05-27 Chris L. Lin

The moment of inertia for nuclear collective rotations was derived within the semiclassical approach based on the cranking model and the Strutinsky shell-correction method by using the non-perturbative periodic-orbit theory in the phase…

核理论 · 物理学 2014-11-25 D. V. Gorpinchenko , A. G. Magner , J. Bartel , J. P. Blocki

Both for the theoretical and practical treatment of Inverse Problems, the modeling of the noise is a crucial part. One either models the measurement via a deterministic worst-case error assumption or assumes a certain stochastic behavior of…

概率论 · 数学 2016-04-26 Daniel Gerth , Andreas Hofinger , Ronny Ramlau

Motivated by uncertainty quantification in natural transport systems, we investigate an individual-based transport process involving particles undergoing a random walk along a line of point sinks whose strengths are themselves independent…

统计力学 · 物理学 2016-10-26 Matthew J. Russell , Oliver E. Jensen , Tobias Galla

In the context of density level set estimation, we study the convergence of general plug-in methods under two main assumptions on the density for a given level $\lambda$. More precisely, it is assumed that the density (i) is smooth in a…

统计理论 · 数学 2016-09-07 Philippe Rigollet , Régis Vert

Contrary to conventional wisdom, level repulsion in semiclassical spectrum is not just a feature of classically chaotic systems, but classically integrable systems as well. While in chaotic systems level repulsion develops on a scale of the…

量子物理 · 物理学 2011-03-16 Tao Ma , R. A. Serota

This paper highlights a tension between semiparametric efficiency and bootstrap consistency in the context of a canonical semiparametric estimation problem, namely the problem of estimating the average density. It is shown that although…

计量经济学 · 经济学 2020-12-22 Matias D. Cattaneo , Michael Jansson

A continuous-time average consensus system is a linear dynamical system defined over a graph, where each node has its own state value that evolves according to a simultaneous linear differential equation. A node is allowed to interact with…

最优化与控制 · 数学 2023-03-31 Tadashi Wadayama , Ayano Nakai-Kasai

The ground state energy of a many-electron system can be approximated by an variational approach in which the total energy of the system is minimized with respect to one and two-body reduced density matrices (RDM) instead of many-electron…

最优化与控制 · 数学 2017-09-01 Yongfeng Li , Zaiwen Wen , Chao Yang , Yaxiang Yuan

This paper studies the sharp interface limit for a mass conserving Allen-Cahn equation added an external noise and derives a stochastically perturbed mass conserving mean curvature flow in the limit. The stochastic term destroys the precise…

概率论 · 数学 2016-12-30 Tadahisa Funaki , Satoshi Yokoyama

We study the so-called two-time-scale stochastic approximation, a simulation-based approach for finding the roots of two coupled nonlinear operators. Our focus is to characterize its finite-time performance in a Markov setting, which often…

最优化与控制 · 数学 2021-04-06 Thinh T. Doan

Whether a system is to be considered complex or not depends on how one searches for correlations. We propose a general scheme for calculation of entropies in lattice systems that has high flexibility in how correlations are successively…

统计力学 · 物理学 2015-06-18 Torbjørn Helvik , Kristian Lindgren

The ideal spectral averaging method depends on one's science goals and the available information about one's data. Including low-quality data in the average can decrease the signal-to-noise ratio (SNR), which may necessitate an optimization…

天体物理仪器与方法 · 物理学 2023-10-18 L. D. Anderson , B. Liu , Dana S. Balser , T. M. Bania , L. M. Haffner , Dylan J. Linville , Matteo Luisi , Trey V. Wenger