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The problem of learning from seismic recordings has been studied for years. There is a growing interest in developing automatic mechanisms for identifying the properties of a seismic event. One main motivation is the ability have a reliable…

机器学习 · 计算机科学 2018-07-04 Ofir Lindenbaum , Yuri Bregman , Neta Rabin , Amir Averbuch

In this article, we develop a 1-D traveltime tomography method to calculate the seismic P-wave velocity of a medium. We use the results of 1-D tomography to obtain linear inhomogeneity parameters in a specific layer. To get the…

地球物理 · 物理学 2019-12-09 Md Abu Sayed

A filament consists of local maximizers of a smooth function $f$ when moving in a certain direction. A filamentary structure is an important feature of the shape of an object and is also considered as an important lower dimensional…

统计理论 · 数学 2020-03-26 Wei Li , Subhashis Ghosal

Working within the framework of the covariant perturbation theory, we obtain the coincidence limit of the heat kernel of an elliptic second order differential operator that is applicable to a large class of quantum field theories. The basis…

高能物理 - 理论 · 物理学 2008-12-18 Yuri V. Gusev

In finite mixture models, apart from underlying mixing measure, true kernel density function of each subpopulation in the data is, in many scenarios, unknown. Perhaps the most popular approach is to choose some kernel functions that we…

统计理论 · 数学 2017-09-26 Nhat Ho , XuanLong Nguyen , Ya'acov Ritov

We present a quantitative estimate of the accuracy of the calculated diffusion coefficients, by comparing predictions of solar models with observational data provided by helioseismology. By taking into account the major uncertainties in…

天体物理学 · 物理学 2011-01-04 G. Fiorentini , M. Lissia , B. Ricci

The uniform asymptotic approximation of Green's kernel for the transmission problem of antiplane shear is obtained for domains with small inclusions. The remainder estimates are provided. Numerical simulations are presented to illustrate…

数学物理 · 物理学 2010-05-25 Vladimir Maz'ya , Alexander Movchan , Michael Nieves

We study properties of a helimagnetic thin film with quantum Heisenberg spin model by using the Green's function method. Surface spin configuration is calculated by minimizing the spin interaction energy. It is shown that the angles between…

强关联电子 · 物理学 2015-06-23 H. T. Diep

We explicitly construct a heat kernel as a Neumann series for certain function spaces, such as $L^{1}$, $L^{2}$, and Hilbert spaces, associated to a locally compact Hausdorff space $\mathfrak{X}$ with Borel $\sigma$-algebra $\mathcal{B}$,…

经典分析与常微分方程 · 数学 2026-01-01 Palle Jorgensen , Jay Jorgenson , Lejla Smajlovic

This paper proposes a Hermite-kernel realization of the conjugate filter oscillation reduction (CFOR) scheme for the simulation of fluid flows. The Hermite kernel is constructed by using the discrete singular convolution (DSC) algorithm,…

数值分析 · 数学 2025-10-20 Y. C. Zhou , G. W. Wei

In order to assess the ability of helioseismology to probe the subsurface structure and magnetic field of sunspots, we need to determine how helioseismic travel times depend on perturbations to sunspot models. Here we numerically simulate…

太阳与恒星天体物理 · 物理学 2015-06-15 Hannah Schunker , Laurent Gizon , Robert H. Cameron , Aaron C. Birch

In contrast to current state-of-the-art methods, such as NSFP [25], which employ deep implicit neural functions for modeling scene flow, we present a novel approach that utilizes classical kernel representations. This representation enables…

计算机视觉与模式识别 · 计算机科学 2024-03-12 Xueqian Li , Simon Lucey

Context. Local helioseismology has detected spatially extended converging surface flows into solar active regions. These play an important role in flux-transport models of the solar dynamo. Aims. We aim to validate the existence of the…

太阳与恒星天体物理 · 物理学 2017-10-04 B. Löptien , A. C. Birch , T. L. Duvall , L. Gizon , B. Proxauf , J. Schou

Fine scales of turbulent velocity fields, beyond the inertial range and well into the dissipative range, are highly intermittent. It has been hypothesized that complex plane singularities are the principal mechanism behind fine scale…

流体动力学 · 物理学 2015-11-03 Andre Souza , Divakar Viswanath

Flow vorticity is a fundamental property of turbulent convection in rotating systems. Solar supergranules exhibit a preferred sense of rotation, which depends on the hemisphere. This is due to the Coriolis force acting on the diverging…

太阳与恒星天体物理 · 物理学 2015-09-09 J. Langfellner , L. Gizon , A. C. Birch

In this work, we introduce a spatio-temporal kernel for Gaussian process (GP) regression-based sound field estimation. Notably, GPs have the attractive property that the sound field is a linear function of the measurements, allowing the…

音频与语音处理 · 电气工程与系统科学 2024-07-08 David Sundström , Shoichi Koyama , Andreas Jakobsson

Graphene provides a fascinating testbed for new physics and exciting opportunities for future applications based on quantum phenomena. To understand the coherent flow of electrons through a graphene device, we employ a nanoscale probe that…

介观与纳米尺度物理 · 物理学 2010-01-29 J. Berezovsky , M. F. Borunda , E. J. Heller , R. M. Westervelt

Treatments of the radio scattering due to density turbulence in the solar wind typically employ asymptotic approximations to the phase structure function. We use a general structure function (GSF) that straddles the asymptotic limits and…

太阳与恒星天体物理 · 物理学 2015-09-28 Madhusudan Ingale

Prediction of dynamical time series with additive noise using support vector machines or kernel based regression has been proved to be consistent for certain classes of discrete dynamical systems. Consistency implies that these methods are…

机器学习 · 统计学 2018-06-21 Raymundo Navarrete , Divakar Viswanath

In this survey article, we review the relation between heat kernels and path integrals. In particular, we review recent results on the approximation of the Wiener measure on compact manifold by measures on (finite-dimensional) spaces of…

微分几何 · 数学 2018-10-19 Matthias Ludewig
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