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An extremal model for the plasticity of amorphous materials is studied in a simple two-dimensional anti-plane geometry. The steady-state is analyzed through numerical simulations. Long-range spatial and temporal correlations in local slip…

无序系统与神经网络 · 物理学 2009-11-07 Jean-Christophe Baret , Damien Vandembroucq , Stephane Roux

Diffusions are a successful technique to sample from high-dimensional distributions. The target distribution can be either explicitly given or learnt from a collection of samples. They implement a diffusion process whose endpoint is a…

机器学习 · 计算机科学 2025-09-03 Andrea Montanari

Many engineering structures are composed of weakly coupled sectors assembled in a cyclic and ideally symmetric configuration, which can be simplified as forced Duffing oscillators. In this paper, we study the emergence of localized states…

斑图形成与孤子 · 物理学 2018-11-14 A. Papangelo , F. Fontanela , A. Grolet , M. Ciavarella , N. Hoffmann

We experimentally investigate the interplay between spatial shock waves and the degree of disorder during nonlinear optical propagation in a thermal defocusing medium. We characterize the way the shock point is affected by the amount of…

光学 · 物理学 2015-06-11 N. Ghofraniha , S. Gentilini , V. Folli , E. DelRe , C. Conti

Wave localization induced by spatial disorder is ubiquitous in physics. Here, we study the temporal analog of such phenomenon on water waves. Our time disordered media consists in a collection of temporal interfaces achieved through…

无序系统与神经网络 · 物理学 2021-02-16 Benjamin Apffel , Sander Wildeman , Antonin Eddi , Emmanuel Fort

In this article, we develop and investigate a new classifier based on features extracted using spatial depth. Our construction is based on fitting a generalized additive model to the posterior probabilities of the different competing…

统计方法学 · 统计学 2015-04-16 Subhajit Dutta , Anil K. Ghosh

We consider coupled diffusions in $n$-dimensional space and on a compact manifold and the resulting effective advective-diffusive motion on large scales in space. The effective drift (advection) and effective diffusion are determined as a…

统计力学 · 物理学 2018-12-19 Raffaele Marino , Erik Aurell

The dynamics of internal waves in stratified media, such as the ocean or atmosphere, is highly dependent on the topography of their floor. A closed-form analytical solution can be derived only in cases when the water distribution density…

流体动力学 · 物理学 2012-07-10 Vitaly V. Bulatov , Yuriy V. Vladimirov

It is widely believed that many-body localisation in one dimension is fragile and can be easily destroyed by thermal inclusions, however there are still many open questions regarding the stability of the localised phase and under what…

无序系统与神经网络 · 物理学 2023-03-30 S. J. Thomson

We develop a variational Bayes approach for dynamic variable selection in high-dimensional regression models with time-varying parameters and predictors that exhibit a predefined group structure. Through comprehensive simulation studies, we…

统计方法学 · 统计学 2025-04-16 Nicolas Bianco , Mauro Bernardi , Daniele Bianchi

Using a dynamical model relevant to cold-atom experiments, we show that long-lasting exponential spreading of wave packets in momentum space is possible. Numerical results are explained via a pseudo-classical map, both qualitatively and…

混沌动力学 · 物理学 2012-01-13 Jiao Wang , Italo Guarneri , Giulio Casati , Jiangbin Gong

Complex Langevin dynamics can be used to perform numerical simulations of theories with a complex action. In order to justify the procedure, it is important to understand the properties of the real and positive distribution, which is…

高能物理 - 格点 · 物理学 2013-09-13 Pietro Giudice , Gert Aarts , Erhard Seiler

Although Bayesian density estimation using discrete mixtures has good performance in modest dimensions, there is a lack of statistical and computational scalability to high-dimensional multivariate cases. To combat the curse of…

统计方法学 · 统计学 2014-10-29 Ye Wang , Antonio Canale , David Dunson

In massive scalar-tensor gravity, core-collapse supernovae are strong sources of scalar-polarized gravitational waves. These can be detectable out to large distance. The dispersive nature of the propagation of waves in the massive scalar…

广义相对论与量子宇宙学 · 物理学 2023-07-10 Roxana Rosca-Mead , Michalis Agathos , Christopher J. Moore , Ulrich Sperhake

We develop a diagrammatic theory for transport of waves in disordered media with weak nonlinearity. We first represent the solution of the nonlinear wave equation as a nonlinear Born series. From this, we construct nonlinear ladder and…

介观与纳米尺度物理 · 物理学 2015-05-13 Thomas Wellens , Benoit Gremaud

We present a new technique in order to quantify the dynamics of spatially extended systems. Using a test on the existence of unstable periodic orbits, we identify intermediate spatial scales, wherein the dynamics is characterized by maximum…

chao-dyn · 物理学 2008-02-03 G. Zoeller , R. Engbert , S. Hainzl , J. Kurths

Dynamical localization is the analog of Anderson localization in momentum space, where the system's energy saturates and the single-particle wave-functions are exponentially localized in momentum space. In the presence of interactions, in…

量子气体 · 物理学 2021-10-13 Vincent Vuatelet , Adam Rançon

Some dynamical properties present in a problem concerning the acceleration of particles in a wave packet are studied. The dynamics of the model is described in terms of a two-dimensional area preserving map. We show that the phase space is…

混沌动力学 · 物理学 2011-09-14 Diego F. M. Oliveira , Marko Robnik , Edson D. Leonel

Polytropic models of stellar winds remain to be useful tools because they allow for a simple description of the energy balance of the expanding plasma without explicitly specifying potentially complex energy transport processes like, e.g.,…

太阳与恒星天体物理 · 物理学 2026-04-23 L. Westrich , B. Shergelashvili , H. Fichtner , V. N. Melnik

We review recent progress in the dynamics of nonlinear lattice waves in heterogeneous media, which enforce complete wave localization in the linear wave equation limit, especially Anderson localization for random potentials, and Aubry-Andre…

无序系统与神经网络 · 物理学 2015-06-22 T. V. Laptyeva , M. V. Ivanchenko , S. Flach