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We study the hierarchical analogue of power-law random band matrices, a symmetric ensemble of random matrices with independent entries whose variances decay exponentially in the metric induced by the tree topology on $\mathbb{N}$. We map…

数学物理 · 物理学 2018-01-19 Per von Soosten , Simone Warzel

We discuss the relation between self-organized criticality and depinning transitions by mapping sandpile models to equations that describe driven interfaces in random media. This equivalence yields a continuum description and gives insight…

统计力学 · 物理学 2007-05-23 K. B. Lauritsen , M. J. Alava

This article addresses a modification of local time for stochastic processes, to be referred to as `natural local time'. It is prompted by theoretical developments arising in mathematical treatments of recent experiments and observations of…

The location of the mobility edge is a long standing problem in Anderson localization. In this paper, we show that the effective confining potential introduced in the localization landscape (LL) theory predicts the onset of delocalization…

无序系统与神经网络 · 物理学 2024-05-24 Marcel Filoche , Pierre Pelletier , Dominique Delande , Svitlana Mayboroda

We study localization and delocalization in a class of non-hermitean Hamiltonians inspired by the problem of vortex pinning in superconductors. We show how to take into account multiple scattering. We also obtain some bounds on the complex…

凝聚态物理 · 物理学 2009-10-30 E. Brezin , A. Zee

A weakly disordered quasi-one-dimensional tight-binding hopping model with $N$ rows is considered. The probability distribution of the Landauer conductance is calculated exactly in the middle of the band, $\epsilon=0$, and it is shown that…

无序系统与神经网络 · 物理学 2009-10-31 P. W. Brouwer , C. Mudry , B. D. Simons , A. Altland

We study single-channel continuum models of one-dimensional insulators induced by periodic potential modulations which are either terminated by a hard wall (the boundary model) or feature a single region of dislocations and/or impurity…

介观与纳米尺度物理 · 物理学 2021-10-13 Sebastian Miles , Dante M. Kennes , Herbert Schoeller , Mikhail Pletyukhov

Localizing behaviors of neural networks to a subset of the network's components or a subset of interactions between components is a natural first step towards analyzing network mechanisms and possible failure modes. Existing work is often…

机器学习 · 计算机科学 2023-05-17 Nicholas Goldowsky-Dill , Chris MacLeod , Lucas Sato , Aryaman Arora

The unbinding properties of an interface near structured wedges are investigated by discrete models with short range interactions. The calculations demonstrate that interface unbinding take place in two stages: $i$) a continuous…

统计力学 · 物理学 2009-11-11 Gilberto Giugliarelli

Microdrop impact and spreading phenomena are explored as an interface formation process using a recently developed computational framework. The accuracy of the results obtained from this framework for the simulation of high deformation…

流体动力学 · 物理学 2015-06-04 J. E. Sprittles , Y. D. Shikhmurzaev

Long linear polymers in a depinned interfaces environment have been studied for a long time, for instance in \cite{Caravenna2009depinning} when the temperature is constant. In this paper, we study an extension of this model by making the…

概率论 · 数学 2024-10-10 Angot Elric

We establish a thermodynamic limit and Gaussian fluctuations for the height and surface width of the random interface formed by the deposition of particles on surfaces. The results hold for the standard ballistic deposition model as well as…

统计力学 · 物理学 2009-11-07 Mathew D. Penrose , J. E. Yukich

Models of physical phenomena that use nonlocal operators are better suited for some applications than their classical counterparts that employ partial differential operators. However, the numerical solution of these nonlocal problems can be…

最优化与控制 · 数学 2024-02-21 Matthias Schuster , Volker Schulz

Mechanistic network models can capture salient characteristics of empirical networks using a small set of domain-specific, interpretable mechanisms. Yet inference remains challenging because the likelihood is often intractable. We show…

社会与信息网络 · 计算机科学 2025-12-30 Till Hoffmann , Jukka-Pekka Onnela

Using concepts from perturbation and local molecular field theories of liquids we divide the potential of the SPC/E water model into short and long ranged parts. The short ranged parts define a minimal reference network model that captures…

统计力学 · 物理学 2015-05-28 Richard C. Remsing , Jocelyn M. Rodgers , John D. Weeks

A simple one-dimensional microscopic model of the depinning transition of an interface from an attractive hard wall is introduced and investigated. Upon varying a control parameter, the critical behaviour observed along the transition line…

统计力学 · 物理学 2009-11-10 F. Ginelli , V. Ahlers , R. Livi , D. Mukamel , A. Pikovsky , A. Politi , A. Torcini

A change of the prevalent supervised learning techniques is foreseeable in the near future: from the complex, computational expensive algorithms to more flexible and elementary training ones. The strong revitalization of randomized…

机器学习 · 计算机科学 2022-09-02 Antonello Rosato , Massimo Panella , Evgeny Osipov , Denis Kleyko

Consider the Ising model at low-temperatures and positive external field $\lambda$ on an $N\times N$ box with Dobrushin boundary conditions that are plus on the north, east, and west boundaries and minus on the south boundary. If $\lambda =…

概率论 · 数学 2021-02-03 Shirshendu Ganguly , Reza Gheissari

The one dimensional dimer model is investigated and the localization length calculated exactly. The presence of delocalized states at $E_c = \epsilon_{a,b}$ of two possible values of the chemical potential in case of…

无序系统与神经网络 · 物理学 2009-09-29 T. Sedrakyan

We study erratically moving spatial structures that are found in a driven interface in a random medium at the depinning threshold. We introduce a bond-disordered variant of the Sneppen model and study the effect of extremal dynamics on the…

统计力学 · 物理学 2009-10-31 Supriya Krishnamurthy , Mustansir Barma