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Spacelike translating solitons of the mean curvature flow in Lorentzian product spaces with density 具有密度的洛伦兹积空间中平均曲率流的类空间平移孤子
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023054
M. Batista, Giovanni Molica Bisci, H. D. de Lima
By applying suitable Liouville-type results, an appropriate parabolicity criterion, and a version of the Omori-Yau's maximum principle for the drift Laplacian, we infer the uniqueness and nonexistence of complete spacelike translating solitons of the mean curvature flow in a Lorentzian product space $ mathbb R_1timesmathbb P^n_f $ endowed with a weight function $ f $ and whose Riemannian base $ mathbb P^n $ is supposed to be complete and with nonnegative Bakry-Émery-Ricci tensor. When the ambient space is either $ mathbb R_1timesmathbb G^n $, where $ mathbb G^n $ stands for the so-called $ n $-dimensional Gaussian space (which is the Euclidean space $ mathbb R^n $ endowed with the Gaussian probability measure) or $ mathbb R_1timesmathbb H_f^n $, where $ mathbb H^n $ denotes the standard $ n $-dimensional hyperbolic space and $ f $ is the square of the distance function to a fixed point of $ mathbb H^n $, we derive some interesting consequences of our uniqueness and nonexistence results. In particular, we obtain nonexistence results concerning entire spacelike translating graphs constructed over $ mathbb P^n $.
利用适当的liouvile型结果、适当的抛物性判据和漂移拉普拉斯算子的Omori-Yau极大值原理的一个版本,我们推导了具有权函数f的洛伦兹积空间$ mathbb R_1乘以$ mathbb P^n_f $中平均曲率流的完全类空平移孤子的唯一性和不存在性,该空间的黎曼底$ mathbb P^n $被假定为完备且具有非负Bakry-Émery-Ricci张量。当周围的空间是美元 mathbb R_1 * mathbb G ^ n,美元在 mathbb G ^ n代表美元所谓的n维高斯空间美元(这是欧几里得空间$ mathbb R ^ n具有高斯概率测度)美元或美元 mathbb R_1 * mathbb H_f ^ n美元 mathbb H ^ n表示美元的标准n维双曲空间和$ f $美元是距离的平方函数的不动点 mathbb H ^ n,美元我们得到了唯一性和非存在性结果的一些有趣的结果。特别地,我们得到了在$ mathbb P^n $上构造的整个类空间平移图的不存在性结果。
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引用次数: 0
Local Calderón-Zygmund estimates for parabolic equations in weighted Lebesgue spaces 加权Lebesgue空间中抛物方程的局部Calderón-Zygmund估计
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023062
Mikyoung Lee, J. Ok

We prove local Calderón-Zygmund type estimates for the gradient of weak solutions to degenerate or singular parabolic equations of $ p $-Laplacian type with $ p > frac{2n}{n+2} $ in weighted Lebesgue spaces $ L^q_w $. We introduce a new condition on the weight $ w $ which depends on the intrinsic geometry concerned with the parabolic $ p $-Laplace problems. Our condition is weaker than the one in [13], where similar estimates were obtained. In particular, in the case $ p = 2 $, it is the same as the condition of the usual parabolic $ A_q $ weight.

我们证明了在加权Lebesgue空间$ L^q_w $中$ p $- laplace型退化抛物方程或奇异抛物方程的弱解梯度的局部Calderón-Zygmund型估计,该方程具有$ p > frac{2n}{n+2} $。引入了一个关于权值w的新条件,该条件依赖于抛物线型p -拉普拉斯问题的固有几何性质。我们的条件弱于2010年的条件,在那里得到了类似的估计。特别地,在p = 2 $的情况下,它与通常的抛物线$ A_q $权重的条件相同。
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引用次数: 0
On the concentration–compactness principle for Folland–Stein spaces and for fractional horizontal Sobolev spaces 关于Folland-Stein空间和分数阶水平Sobolev空间的集中-紧致原理
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023007
P. Pucci, Letizia Temperini
In this paper we establish some variants of the celebrated concentration–compactness principle of Lions – CC principle briefly – in the classical and fractional Folland–Stein spaces. In the first part of the paper, following the main ideas of the pioneering papers of Lions, we prove the CC principle and its variant, that is the CC principle at infinity of Chabrowski, in the classical Folland–Stein space, involving the Hardy–Sobolev embedding in the Heisenberg setting. In the second part, we extend the method to the fractional Folland–Stein space. The results proved here will be exploited in a forthcoming paper to obtain existence of solutions for local and nonlocal subelliptic equations in the Heisenberg group, involving critical nonlinearities and Hardy terms. Indeed, in this type of problems a triple loss of compactness occurs and the issue of finding solutions is deeply connected to the concentration phenomena taking place when considering sequences of approximated solutions.
本文在经典和分数Folland-Stein空间中建立了著名的Lions集中-紧致原理- CC原理的几个变体。在本文的第一部分中,我们遵循Lions先驱论文的主要思想,在经典的Folland-Stein空间中证明CC原理及其变形,即Chabrowski的CC原理在无穷远处,涉及到Heisenberg设置中的Hardy-Sobolev嵌入。在第二部分中,我们将该方法推广到分数阶Folland-Stein空间。这里证明的结果将在即将发表的论文中被利用来获得Heisenberg群中涉及临界非线性和Hardy项的局部和非局部亚椭圆方程解的存在性。事实上,在这类问题中会出现紧性的三重损失,而寻找解的问题与考虑近似解序列时发生的集中现象密切相关。
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引用次数: 11
Neural architecture search via standard machine learning methodologies 通过标准机器学习方法进行神经结构搜索
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023012
Giorgia Franchini, V. Ruggiero, F. Porta, L. Zanni
In the context of deep learning, the more expensive computational phase is the full training of the learning methodology. Indeed, its effectiveness depends on the choice of proper values for the so-called hyperparameters, namely the parameters that are not trained during the learning process, and such a selection typically requires an extensive numerical investigation with the execution of a significant number of experimental trials. The aim of the paper is to investigate how to choose the hyperparameters related to both the architecture of a Convolutional Neural Network (CNN), such as the number of filters and the kernel size at each convolutional layer, and the optimisation algorithm employed to train the CNN itself, such as the steplength, the mini-batch size and the potential adoption of variance reduction techniques. The main contribution of the paper consists in introducing an automatic Machine Learning technique to set these hyperparameters in such a way that a measure of the CNN performance can be optimised. In particular, given a set of values for the hyperparameters, we propose a low-cost strategy to predict the performance of the corresponding CNN, based on its behavior after only few steps of the training process. To achieve this goal, we generate a dataset whose input samples are provided by a limited number of hyperparameter configurations together with the corresponding CNN measures of performance obtained with only few steps of the CNN training process, while the label of each input sample is the performance corresponding to a complete training of the CNN. Such dataset is used as training set for a Support Vector Machines for Regression and/or Random Forest techniques to predict the performance of the considered learning methodology, given its performance at the initial iterations of its learning process. Furthermore, by a probabilistic exploration of the hyperparameter space, we are able to find, at a quite low cost, the setting of a CNN hyperparameters which provides the optimal performance. The results of an extensive numerical experimentation, carried out on CNNs, together with the use of our performance predictor with NAS-Bench-101, highlight how the proposed methodology for the hyperparameter setting appears very promising.
在深度学习的背景下,更昂贵的计算阶段是学习方法的全面训练。事实上,它的有效性取决于对所谓的超参数(即在学习过程中未训练的参数)的适当值的选择,而这种选择通常需要进行大量的数值研究,并执行大量的实验试验。本文的目的是研究如何选择与卷积神经网络(CNN)架构相关的超参数,如每个卷积层的滤波器数量和核大小,以及用于训练CNN本身的优化算法,如步长、小批大小和方差缩减技术的潜在采用。本文的主要贡献在于引入了一种自动机器学习技术来设置这些超参数,从而可以优化CNN性能的度量。特别是,给定一组超参数的值,我们提出了一种低成本的策略来预测相应CNN的性能,基于它在训练过程中仅经过几步的行为。为了实现这一目标,我们生成了一个数据集,该数据集的输入样本是由有限数量的超参数配置提供的,以及CNN训练过程中仅几步就获得的相应的CNN性能度量,而每个输入样本的标签是CNN完整训练所对应的性能。这样的数据集被用作回归和/或随机森林技术的支持向量机的训练集,以预测所考虑的学习方法的性能,给定其在学习过程的初始迭代中的性能。此外,通过对超参数空间的概率探索,我们能够以相当低的成本找到提供最佳性能的CNN超参数的设置。在cnn上进行的广泛数值实验的结果,以及我们的性能预测器与NAS-Bench-101的使用,突出了所提出的超参数设置方法看起来非常有前途。
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引用次数: 14
On the low Mach number limit for 2D Navier–Stokes–Korteweg systems 二维Navier-Stokes-Korteweg系统的低马赫数极限
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023023
L. Hientzsch
This paper addresses the low Mach number limit for two-dimensional Navier–Stokes–Korteweg systems. The primary purpose is to investigate the relevance of the capillarity tensor for the analysis. For the sake of a concise exposition, our considerations focus on the case of the quantum Navier-Stokes (QNS) equations. An outline for a subsequent generalization to general viscosity and capillarity tensors is provided. Our main result proves the convergence of finite energy weak solutions of QNS to the unique Leray-Hopf weak solutions of the incompressible Navier-Stokes equations, for general initial data without additional smallness or regularity assumptions. We rely on the compactness properties stemming from energy and BD-entropy estimates. Strong convergence of acoustic waves is proven by means of refined Strichartz estimates that take into account the alteration of the dispersion relation due to the capillarity tensor. For both steps, the presence of a suitable capillarity tensor is pivotal.
本文讨论二维Navier-Stokes-Korteweg系统的低马赫数极限。主要目的是研究毛细管张量与分析的相关性。为了简明地说明,我们的考虑集中在量子Navier-Stokes (QNS)方程的情况上。提供了随后推广到一般粘度张量和毛细张量的大纲。我们的主要结果证明了QNS的有限能量弱解对不可压缩Navier-Stokes方程的唯一Leray-Hopf弱解的收敛性,对于一般初始数据没有额外的小性或正则性假设。我们依赖于由能量和bd -熵估计产生的紧性。利用精细的Strichartz估计证明了声波的强收敛性,该估计考虑了由毛细张量引起的色散关系的改变。对于这两个步骤,一个合适的毛细血管张量的存在是关键。
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引用次数: 3
Weak solutions of generated Jacobian equations 生成雅可比方程的弱解
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023064
F. Jiang
We prove two groups of relationships for weak solutions to generated Jacobian equations under proper assumptions on the generating functions and the domains, which are generalizations for the optimal transportation case and the standard Monge-Ampère case respectively. One group of weak solutions is Aleksandrov solution, Brenier solution and $ C $-viscosity solution. The other group of weak solutions is Trudinger solution and $ L^p $-viscosity solution.
在生成函数和域的适当假设下,证明了生成的雅可比方程弱解的两组关系,分别是最优运输情况和标准monge - amp情况的推广。一类弱溶液是Aleksandrov溶液、Brenier溶液和C -粘度溶液。另一类弱溶液是Trudinger溶液和L^p -粘度溶液。
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引用次数: 1
Regularizing effect in some double phase problems 某些双相问题的正则化效应
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023069
L. Boccardo, G. R. Cirmi

In this paper we study the existence of solutions of the Dirichlet problem associated to the following nonlinear PDE

where $ 1 < lambda leq p $, $ r > 1 $ and $ f in L^1(Omega) $.

In this paper we study the existence of solutions of the Dirichlet problem associated to the following nonlinear PDE begin{document}$ begin{equation*} { } -{{{rm{;div}}}}big(a(x),nabla u|nabla u|^{p-2}big) -{{{rm{;div}}}}big( |u|^{(r-1)lambda+1}nabla u|nabla u|^{lambda-2}big) = f end{equation*} $end{document} where $ 1 < lambda leq p $, $ r > 1 $ and $ f in L^1(Omega) $.
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引用次数: 0
On a hemi-variational formulation for a 2D elasto-plastic-damage strain gradient solid with granular microstructure 二维颗粒状弹塑性损伤应变梯度固体的半变分公式
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023021
L. Placidi, E. Barchiesi, F. dell’Isola, V. Maksimov, A. Misra, N. Rezaei, Angelo Scrofani, D. Timofeev
We report a continuum theory for 2D strain gradient materials accounting for a class of dissipation phenomena. The continuum description is constructed by means of a (reversible) placement function and by (irreversible) damage and plastic functions. Besides, expressions of elastic and dissipation energies have been assumed as well as the postulation of a hemi-variational principle. No flow rules have been assumed and plastic deformation is also compatible, that means it can be derived by a placement function. Strain gradient Partial Differential Equations (PDEs), boundary conditions (BCs) and Karush-Kuhn-Tucker (KKT) type conditions are derived by a hemi variational principle. PDEs and BCs govern the evolution of the placement descriptor and KKT conditions that of damage and plastic variables. Numerical experiments for the investigated homogeneous cases do not need the use of Finite Element simulations and have been performed to show the applicability of the model. In particular, the induced anisotropy of the response has been investigated and the coupling between damage and plasticity evolution has been shown.
我们报告了二维应变梯度材料的连续统理论,该理论考虑了一类耗散现象。连续体描述是通过(可逆)放置函数和(不可逆)损伤和塑性函数来构建的。此外,还假设了弹性能和耗散能的表达式以及半变分原理的假设。没有假定流动规律,塑性变形也是相容的,这意味着它可以由放置函数导出。利用半变分原理推导出应变梯度偏微分方程(PDEs)、边界条件(BCs)和Karush-Kuhn-Tucker (KKT)型条件。pde和BCs控制着放置描述符和KKT条件的演变,即损伤和塑性变量。所研究的均匀情况的数值实验不需要使用有限元模拟,并且已经进行了数值实验来证明该模型的适用性。特别地,研究了响应的诱导各向异性,并显示了损伤与塑性演化之间的耦合。
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引用次数: 12
Stable anisotropic capillary hypersurfaces in a wedge 楔体中稳定的各向异性毛细超表面
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023029
Miyuki Koiso
We study a variational problem for hypersurfaces in a wedge in the Euclidean space. Our wedge is bounded by a finitely many hyperplanes passing a common point. The total energy of each hypersurface is the sum of its anisotropic surface energy and the wetting energy of the planar domain bounded by the boundary of the considered hypersurface. An anisotropic surface energy is a generalization of the surface area which was introduced to model the surface tension of a small crystal. We show an existence and uniqueness result of local minimizers of the total energy among hypersurfaces enclosing the same volume. Our result is new even when the special case where the surface energy is the surface area.
研究了欧几里德空间中楔形超曲面的一个变分问题。我们的楔形被有限多个超平面包围,这些超平面经过一个公共点。每个超表面的总能量是其各向异性表面能和被考虑的超表面边界包围的平面域的润湿能的总和。各向异性表面能是对表面积的一般化,它被引入到小晶体的表面张力模型中。给出了围成相同体积的超曲面间总能量局部极小值的存在唯一性结果。即使在表面能等于表面积的特殊情况下,我们的结果也是新的。
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引用次数: 3
Bitensorial formulation of the singularity method for Stokes flows Stokes流奇异性方法的双sorial公式
IF 1 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.3934/mine.2023046
Giuseppe Procopio, M. Giona
This paper develops the bitensorial formulation of the system of singularities associated with unbounded and bounded Stokes flows. The motivation for this extension is that Stokesian singularities and hydrodynamic fundamental solutions are multi-point functions, and bitensor calculus provides either the proper geometrical setting, in order to avoid inconsistencies and misunderstandings on the role of the different tensorial indices, or a way for compactly deriving hydrodynamic properties. A first relevant result is to provide a clear definition of the singularities (both bounded and unbounded) in Stokes flow, specifying the associated differential equations and boundary conditions. Using this formalism for bounded flows, we show the existence of an integro-differential operator providing the whole system of hydrodynamic singularities by acting on the unbounded Green function (Stokeslet) at its pole and we derive its explicit representation in terms of moments. In the case of an immersed body in a unbounded fluid, we show that, the operator furnishing the disturbance field of a purely $ n $-th order ambient flow, is a generalized $ n $-th order Faxén operator, i.e., it yields the $ n $-th moment on the body if applied to a generic ambient flow, and that a generic disturbance field can be expressed by a summation of the generalized $ n $-th order Faxén operators. Furthermore, we find that the operator providing the disturbance of an ambient flow coincides with the reflection operator for the Stokes solutions in the same flow geometry. We apply this result to the paradigmatic case of fundamental singularities for the Stokes flow bounded by a plane. In this way, we obtain in an alternative and easy way the image system for the Sourcelet and the Rotlet (already derived in the literature) and for the Source Doublet and the Strainlet (presented here for the first time).
本文发展了无界和有界Stokes流奇点系统的双守恒公式。这种扩展的动机是Stokesian奇点和流体动力基本解是多点函数,而bitensor微积分提供了适当的几何设置,以避免在不同张量指标的作用上的不一致和误解,或者是一种紧凑地推导流体动力性质的方法。第一个相关的结果是提供了斯托克斯流奇点(有界和无界)的明确定义,指定了相关的微分方程和边界条件。利用这种有界流动的形式,我们证明了一个积分微分算子的存在性,通过作用于无界格林函数(Stokeslet)的极点来提供整个系统的流体动力奇点,并推导了它的矩的显式表示。对于浸入体在无界流体中的情况,我们证明了给出纯n阶环境流扰动场的算子是一个广义的n阶faxsamn算子,即如果应用于一般的环境流,它可以得到物体上的n阶矩,并且一般扰动场可以用广义n阶faxsamn算子的和来表示。此外,我们发现提供环境流扰动的算子与相同流几何中Stokes解的反射算子重合。我们将这一结果应用于以平面为界的斯托克斯流的基本奇点的典型情况。通过这种方式,我们以一种替代的和简单的方式获得了源小波和Rotlet(已经在文献中导出)以及源双小波和Strainlet(首次提出)的图像系统。
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引用次数: 2
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Mathematics in Engineering
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