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Control of neural transport for normalising flows 正态流的神经传递控制
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-11-07 DOI: 10.1016/j.matpur.2023.10.005
Domènec Ruiz-Balet , Enrique Zuazua

Inspired by normalising flows, we analyse the bilinear control of neural transport equations by means of time-dependent velocity fields restricted to fulfil, at any time instance, a simple neural network ansatz. The L1 approximate controllability property is proved, showing that any probability density can be driven arbitrarily close to any other one in any time horizon. The control vector fields are built explicitly and inductively and this provides quantitative estimates on their complexity and amplitude. This also leads to statistical error bounds when only random samples of the target probability density are available.

受归一化流的启发,我们利用时间相关的速度场来分析神经传递方程的双线性控制,这些速度场被限制在任何时间实例上,以满足一个简单的神经网络分析。证明了L1近似可控性,表明任意概率密度都可以在任意时间范围内被驱动到任意另一个概率密度附近。控制向量场是显式地和归纳地建立的,这提供了对它们的复杂性和幅度的定量估计。当只有目标概率密度的随机样本可用时,这也会导致统计误差界限。inspirs samsams par flux normalisaturs, nous分析为contrôle bilinsamaire des samsamas de transport neuron或moyen de champs de vitesse dsampendant du temps and limites samsamas vsamrifier, chaque instance temporelle,简单分析为samsamseau neuron。仲裁解决办法: 固有的薪金薪金, 固有的薪金薪金, 固有的薪金薪金, 的薪金薪金,或然的薪金,的薪金,的薪金,的薪金,的薪金,的薪金,的薪金,的薪金。Les champs de vecteurs de contrôle sont construcits de maniires explicit et归纳,ce qui permet d'obtenir des estimations de leur complex itures de leur amplitude。从统计数据上看,所有的数据都有可能是不可靠的,因为所有的数据都可能是不可靠的。
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引用次数: 2
Generic uniqueness for the Plateau problem 高原问题的一般唯一性
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-11-07 DOI: 10.1016/j.matpur.2023.10.010
Gianmarco Caldini , Andrea Marchese , Andrea Merlo , Simone Steinbrüchel

Given a complete Riemannian manifold MRd which is a Lipschitz neighborhood retract of dimension m+n, of class Ch,β and an oriented, closed submanifold ΓM of dimension m1, which is a boundary in integral homology, we construct a complete metric space B of Ch,α-perturbations of Γ inside M, with α<β, enjoying the following property. For the typical element bB, in the sense of Baire categories, there exists a unique m-dimensional integral current in M which solves the corresponding Plateau problem and it has multiplicity one.

莫德a complete Riemannian流形M⊂Rd - which is a李普希茨邻里retract of of class M + n维度,Ch,通过面向βand an,关闭submanifoldΓ⊂of维度M in integral homology−1,which is a号边界,we建筑B a complete规space of Ch,α-perturbations ofΓinside M, with the <β、α,他会请property。对于典型元素b∈b,在贝尔范畴的意义上,存在一个独特的M维积分流,它解决了对应的平台问题,它有一个多重性。一双(M),有人认为Γ⊂Rd),其中M是M + n维度全面品种和班级Ch、β是邻里rétract李普希茨、和Γ⊂M是sous-variété封闭和导向,即整整一个已知的边缘。正在建一个完整metrique扰动Ch,αBΓ在β、α< M,满足如下:对于任何所有权B∈通用在Baire sense有整整一个独一无二的潮流中M, m-dimensionnelle和多样性,这是解决塞浦路斯问题和相应的高原。
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引用次数: 1
Products and commutators of martingales in H1 and BMO H1和BMO鞅的积和换向子
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-10-31 DOI: 10.1016/j.matpur.2023.10.001
Aline Bonami , Yong Jiao , Guangheng Xie , Dachun Yang , Dejian Zhou

Let f:=(fn)nZ+ and g:=(gn)nZ+ be two martingales related to the probability space (Ω,F,P) equipped with the filtration (Fn)nZ+. Assume that f is in the martingale Hardy space H1 and g is in its dual space, namely the martingale BMO. Then the semi-martingale fg:=(fngn)nZ+ may be written as the sumfg=G(f,g)+L(f,g). Here L(f,g):=(L(f,g)n)nZ+ with L(f,g)n:=k=0n(fkfk1)(gkgk1) for any nZ+, where f1:=0=:g

设f:=(fn)n∈Z+, g:=(gn)n∈Z+是与过滤(fn)n∈Z+的概率空间(Ω, f,P)相关的两个鞅。设f在鞅Hardy空间H1中,g在它的对偶空间中,即鞅BMO中。则半鞅f⋅g:=(fngn)n∈Z+可以写成sumf⋅g= g (f,g)+L(f,g)。L (f, g): = (L (f, g) n) n∈Z + L (f, g) n: n =∑k = 0(颗−颗−1)(gk−gk−1)对于任何n∈Z + f−1:= 0 =:g−1。作者证明了L(f,g)是一个在L1中有界变分和极限的过程,而g (f,g)属于与Orlicz functionΦ(t):=tlog (e+t),∀t∈[0,∞)相关的鞅Hardy-Orlicz空间Hlog。上面的双线性分解L1+Hlog在某种意义上是尖锐的,对于特定的鞅,空间L1+Hlog不能被具有较大对偶的较小空间所取代。作为应用,作者刻画了H1的最大子空间,用b∈BMO表示为H1b,使得具有经典次线性算子T的换向子[T,b]从H1b有界到L1。换向子的端点有界性允许作者给出更多的应用。一方面,在鞅条件下,得到了鞅变换和鞅分数阶积分对易子的端点估计。另一方面,在调和分析中,作者建立了沃尔什-傅里叶级数的超越倍测度的并矢希尔伯特变换和Cesàro均值的极大算子的对易子端点估计。
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引用次数: 1
Global well-posedness and convergence to equilibrium for the Abels-Garcke-Grün model with nonlocal free energy 具有非局部自由能的Abels-Garcke-Grün模型的全局适定性和均衡收敛性
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-10-01 DOI: 10.1016/j.matpur.2023.07.005
Ciprian G. Gal , Andrea Giorgini , Maurizio Grasselli , Andrea Poiatti

We investigate the nonlocal version of the Abels-Garcke-Grün (AGG) system, which describes the motion of a mixture of two viscous incompressible fluids. This consists of the incompressible Navier-Stokes-Cahn-Hilliard system characterized by concentration-dependent density and viscosity, and an additional flux term due to interface diffusion. In particular, the Cahn-Hilliard dynamics of the concentration (phase-field) is governed by the aggregation/diffusion competition of the nonlocal Helmholtz free energy with singular (logarithmic) potential and constant mobility. We first prove the existence of global strong solutions in general two-dimensional bounded domains and their uniqueness when the initial datum is strictly separated from the pure phases. The key points are a novel well-posedness result of strong solutions to the nonlocal convective Cahn-Hilliard equation with singular potential and constant mobility under minimal integral assumption on the incompressible velocity field, and a new two-dimensional interpolation estimate for the L4(Ω) control of the pressure in the stationary Stokes problem. Secondly, we show that any weak solution, whose existence was already known, is globally defined, enjoys the propagation of regularity and converges towards an equilibrium (i.e., a stationary solution) as t. Furthermore, we demonstrate the uniqueness of strong solutions and their continuous dependence with respect to general (not necessarily separated) initial data in the case of matched densities and unmatched viscosities (i.e., the nonlocal model H with variable viscosity, singular potential and constant mobility). Finally, we provide a stability estimate between the strong solutions to the nonlocal AGG model and the nonlocal Model H in terms of the difference of densities.

我们研究了Abels-Garcke-Grün(AGG)系统的非局部版本,该系统描述了两种粘性不可压缩流体的混合物的运动。这包括不可压缩的Navier-Stokes-Cahn-Hilliard系统,其特征是浓度依赖的密度和粘度,以及由于界面扩散而产生的额外通量项。特别地,浓度(相场)的Cahn-Hilliard动力学由具有奇异(对数)势和恒定迁移率的非局部亥姆霍兹自由能的聚集/扩散竞争控制。我们首先证明了一般二维有界域中全局强解的存在性及其在初始数据与纯相严格分离时的唯一性。重点是不可压缩速度场上具有奇异势和常迁移率的非局部对流Cahn-Hilliard方程在最小积分假设下强解的一个新的适定性结果,以及平稳Stokes问题中压力L4(Ω)控制的一个二维插值估计。其次,我们证明了任何弱解,其存在性是已知的,是全局定义的,具有正则性的传播,并收敛于平衡(即平稳解),如t→∞. 此外,我们证明了在密度匹配和粘度不匹配的情况下(即,具有可变粘度、奇异势和恒定迁移率的非局部模型H),强解的唯一性及其相对于一般(不一定分离)初始数据的连续依赖性。最后,我们根据密度差给出了非局部AGG模型和非局部模型H的强解之间的稳定性估计。
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引用次数: 4
The nonlinear (p,q)-Schrödinger equation with a general nonlinearity: Existence and concentration 具有一般非线性的非线性(p,q)-Schrödinger方程:存在性和集中性
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-10-01 DOI: 10.1016/j.matpur.2023.07.008
Vincenzo Ambrosio

We investigate the following class of (p,q)-Laplacian problems:{εpΔpvεqΔqv+V(x)(|v|p2v+|v|q2v)=f(v) in RN,vW1,p(RN)W1,q(RN),v>0 in RN, where ε>0 is a small parameter, N3, 1<p<q<N, Δsv:=div(|v|s2v), with s{p,q}, is the s-Laplacian operator, V:RNR is a continuous potential such that infRNV>0 and V0:=infΛV<minΛV for some bounded open set ΛRN, and f<
我们研究了以下一类(p,q)-拉普拉斯问题:{εpΔpvεqΔqv+V(x)(|V|p−2v+|V|q−2v)=f(V)在RN中,V∈W1,p(RN)≠W1,q(RN),V>;0在RN中。:注册护士→R是一个连续电势,使得infRN⁡V>;0和V0:=inf∧⁡V<;最小∧∧⁡一个有界开集∧⊂RN的V和f:R→R是亚临界Berestycki-Lions型非线性。利用变分论点,我们证明了一个解族(vε)的存在性,它集中在M:={x∈∧:v(x)=V0}作为ε→0
{"title":"The nonlinear (p,q)-Schrödinger equation with a general nonlinearity: Existence and concentration","authors":"Vincenzo Ambrosio","doi":"10.1016/j.matpur.2023.07.008","DOIUrl":"https://doi.org/10.1016/j.matpur.2023.07.008","url":null,"abstract":"<div><p>We investigate the following class of <span><math><mo>(</mo><mi>p</mi><mo>,</mo><mi>q</mi><mo>)</mo></math></span>-Laplacian problems:<span><span><span><math><mrow><mo>{</mo><mtable><mtr><mtd><mo>−</mo><msup><mrow><mi>ε</mi></mrow><mrow><mi>p</mi></mrow></msup><mspace></mspace><msub><mrow><mi>Δ</mi></mrow><mrow><mi>p</mi></mrow></msub><mi>v</mi><mo>−</mo><msup><mrow><mi>ε</mi></mrow><mrow><mi>q</mi></mrow></msup><mspace></mspace><msub><mrow><mi>Δ</mi></mrow><mrow><mi>q</mi></mrow></msub><mi>v</mi><mo>+</mo><mi>V</mi><mo>(</mo><mi>x</mi><mo>)</mo><mo>(</mo><mo>|</mo><mi>v</mi><msup><mrow><mo>|</mo></mrow><mrow><mi>p</mi><mo>−</mo><mn>2</mn></mrow></msup><mi>v</mi><mo>+</mo><mo>|</mo><mi>v</mi><msup><mrow><mo>|</mo></mrow><mrow><mi>q</mi><mo>−</mo><mn>2</mn></mrow></msup><mi>v</mi><mo>)</mo><mo>=</mo><mi>f</mi><mo>(</mo><mi>v</mi><mo>)</mo><mspace></mspace><mtext> in </mtext><msup><mrow><mi>R</mi></mrow><mrow><mi>N</mi></mrow></msup><mo>,</mo></mtd></mtr><mtr><mtd><mi>v</mi><mo>∈</mo><msup><mrow><mi>W</mi></mrow><mrow><mn>1</mn><mo>,</mo><mi>p</mi></mrow></msup><mo>(</mo><msup><mrow><mi>R</mi></mrow><mrow><mi>N</mi></mrow></msup><mo>)</mo><mo>∩</mo><msup><mrow><mi>W</mi></mrow><mrow><mn>1</mn><mo>,</mo><mi>q</mi></mrow></msup><mo>(</mo><msup><mrow><mi>R</mi></mrow><mrow><mi>N</mi></mrow></msup><mo>)</mo><mo>,</mo><mspace></mspace><mi>v</mi><mo>&gt;</mo><mn>0</mn><mtext> in </mtext><msup><mrow><mi>R</mi></mrow><mrow><mi>N</mi></mrow></msup><mo>,</mo></mtd></mtr></mtable></mrow></math></span></span></span> where <span><math><mi>ε</mi><mo>&gt;</mo><mn>0</mn></math></span> is a small parameter, <span><math><mi>N</mi><mo>≥</mo><mn>3</mn></math></span>, <span><math><mn>1</mn><mo>&lt;</mo><mi>p</mi><mo>&lt;</mo><mi>q</mi><mo>&lt;</mo><mi>N</mi></math></span>, <span><math><msub><mrow><mi>Δ</mi></mrow><mrow><mi>s</mi></mrow></msub><mi>v</mi><mo>:</mo><mo>=</mo><mi>div</mi><mo>(</mo><mo>|</mo><mi>∇</mi><mi>v</mi><msup><mrow><mo>|</mo></mrow><mrow><mi>s</mi><mo>−</mo><mn>2</mn></mrow></msup><mi>∇</mi><mi>v</mi><mo>)</mo></math></span>, with <span><math><mi>s</mi><mo>∈</mo><mo>{</mo><mi>p</mi><mo>,</mo><mi>q</mi><mo>}</mo></math></span>, is the <em>s</em>-Laplacian operator, <span><math><mi>V</mi><mo>:</mo><msup><mrow><mi>R</mi></mrow><mrow><mi>N</mi></mrow></msup><mo>→</mo><mi>R</mi></math></span> is a continuous potential such that <span><math><msub><mrow><mi>inf</mi></mrow><mrow><msup><mrow><mi>R</mi></mrow><mrow><mi>N</mi></mrow></msup></mrow></msub><mo>⁡</mo><mi>V</mi><mo>&gt;</mo><mn>0</mn></math></span> and <span><math><msub><mrow><mi>V</mi></mrow><mrow><mn>0</mn></mrow></msub><mo>:</mo><mo>=</mo><msub><mrow><mi>inf</mi></mrow><mrow><mi>Λ</mi></mrow></msub><mo>⁡</mo><mi>V</mi><mo>&lt;</mo><msub><mrow><mi>min</mi></mrow><mrow><mo>∂</mo><mi>Λ</mi></mrow></msub><mo>⁡</mo><mi>V</mi></math></span> for some bounded open set <span><math><mi>Λ</mi><mo>⊂</mo><msup><mrow><mi>R</mi></mrow><mrow><mi>N</mi></mrow></msup></math></span>, and <span><math><mi>f<","PeriodicalId":51071,"journal":{"name":"Journal de Mathematiques Pures et Appliquees","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49800733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A free boundary problem of nonlinear diffusion equation with positive bistable nonlinearity in high space dimensions II: Asymptotic profiles of solutions and radial terrace solution 高空间维度上具有正双稳态非线性的非线性扩散方程的自由边界问题Ⅱ:解的渐近轮廓和径向阶解
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-10-01 DOI: 10.1016/j.matpur.2023.07.004
Yuki Kaneko , Hiroshi Matsuzawa , Yoshio Yamada

This paper is a continuation of our previous paper (Kaneko-Matsuzawa-Yamada, Discrete Contin. Dyn. Syst., 2022), where we have classified all large-time behaviors of radially symmetric solutions to a free boundary problem of reaction diffusion equation ut=Δu+f(u) with positive bistable nonlinearity f in high space dimensions. The positive bistable nonlinearity means that f(u)=0 has exactly two positive stable equilibria. Among the classified solutions, we are interested in a spreading solution, that is a solution (u(t,|x|),h(t)) for xRN with free boundary |x|=h(t) such that, as t, |x|h(t) expands to the whole space RN and u(t,) converges to a positive stable equilibrium for f(u) uniformly in any compact set of RN. When we discuss whole asymptotic profiles of spreading solutions, it has been known that they are generally described with use of a semi-wave obtained from the corresponding semi-wave problem.

Our main purpose is to study precise asymptotic estimates for any spreading solution whose profile accompanies a propagating terrace with two different types of propagating speeds. Such a spreading phenomenon occurs when u(t,) converges to the largest equilibrium of f and the related semi-wave problem does not have a solution. We will prove that the propagating terrace consists of two functions; one is a semi-wave corresponding to a smaller positive equilibrium of f and the other is a traveling wave connecting two positive equilibria of f. In order to give sharp estimates for a radial terrace solution with the above properties, we need so called logarithmic shiftings, which are revealed by Uchiyama (1983) and Du-Matsuzawa-Zhou (2015) in higher

本文是我们先前论文(Kaneko Matsuzawa Yamada,Discrete Contin.Dyn.Syst.,2022)的延续,在该论文中,我们对高空间维度上具有正双稳态非线性f的反应扩散方程ut=Δu+f(u)的自由边界问题的径向对称解的所有大时间行为进行了分类。正双稳态非线性意味着f(u)=0恰好有两个正稳定平衡。在分类解中,我们感兴趣的是一个扩展解,即x∈RN的自由边界|x|=h(t)的解(u(t,|x|),h(t→∞, |x|≤h(t)扩展到整个空间RN,并且u(t,‧)在RN的任何紧集中一致收敛到f(u)的正稳定平衡。当我们讨论扩展解的整体渐近轮廓时,已知它们通常是用从相应的半波问题中获得的半波来描述的。我们的主要目的是研究任何扩展解的精确渐近估计,其轮廓伴随着具有两种不同类型传播速度的传播平台。当u(t,‧)收敛到f的最大平衡点,并且相关的半波问题没有解时,就会出现这种扩散现象。我们将证明传播阶地由两个函数组成;一个是对应于f的较小正平衡的半波,另一个是连接f的两个正平衡的行波。为了对具有上述性质的径向阶地解给出尖锐的估计,我们需要所谓的对数移位,这是Uchiyama(1983)和Du Matsuzawa Zhou(2015)在高维情况下揭示的。此外,我们将看到两种类型的对数移位出现在估计中。高维情况的证明与Kaneko Matsuzawa Yamada(2020)建立的一维情况非常不同。为了推导精确的对数项,我们必须构造一系列上下解,以使估计越来越准确。
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引用次数: 0
KdV-type equations in projective Gevrey spaces 投影Gevrey空间中的KdV型方程
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-10-01 DOI: 10.1016/j.matpur.2023.07.007
Alexandre Arias Junior , Alessia Ascanelli , Marco Cappiello

We prove well-posedness of the Cauchy problem for a class of third order quasilinear evolution equations with variable coefficients in projective Gevrey spaces. The class considered is connected with several equations in Mathematical Physics as the KdV and KdVB equation and some of their many generalizations.

证明了投影Gevrey空间中一类三阶变系数拟线性发展方程Cauchy问题的适定性。所考虑的类与数学物理中的几个方程有关,如KdV和KdVB方程及其许多推广中的一些。
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引用次数: 1
Equilibrium in two-player stochastic games with shift-invariant payoffs 具有转移不变收益的两人随机对策的均衡
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-09-25 DOI: 10.1016/j.matpur.2023.09.002
János Flesch , Eilon Solan

We show that every two-player stochastic game with finite state and action sets, and bounded, Borel-measurable, and shift-invariant payoffs, admits an ε-equilibrium for all ε>0.

我们证明了每一个具有有限状态集和作用集的、有界的、Borel可测量的和移位不变的收益的两人随机博弈,都允许所有ε>;0
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引用次数: 0
Explicit bounds for the high-frequency time-harmonic Maxwell equations in heterogeneous media 非均匀介质中高频时谐Maxwell方程的显界
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-09-25 DOI: 10.1016/j.matpur.2023.09.004
Théophile Chaumont-Frelet , Andrea Moiola , Euan A. Spence

We consider the time-harmonic Maxwell equations posed in R3. We prove a priori bounds on the solution for L coefficients ϵ and μ satisfying certain monotonicity properties, with these bounds valid for arbitrarily-large frequency, and explicit in the frequency and properties of ϵ and μ. The class of coefficients covered includes (i) certain ϵ and μ for which well-posedness of the time-harmonic Maxwell equations had not previously been proved, and (ii) scattering by a penetrable C0 star-shaped obstacle where ϵ and μ are smaller inside the obstacle than outside. In this latter setting, the bounds are uniform across all such obstacles, and the first sharp frequency-explicit bounds for this problem at high-frequency.

我们考虑在R3中提出的时间谐波Maxwell方程。我们证明了满足某些单调性性质的L∞系数ε和μ的解的先验界,这些界对任意大的频率有效,并且在频率和μ的性质中是显式的。所涵盖的系数类别包括(i)某些时间谐波麦克斯韦方程组的适定性之前尚未得到证明的ε和μ,以及(ii)被可穿透的C0星形障碍物散射,其中在障碍物内的ε和微米比在障碍物外的要小。在后一种设置中,所有这些障碍物的边界都是均匀的,并且该问题在高频时的第一个尖锐频率显式边界。
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引用次数: 0
Global well-posedness of the 1d compressible Navier–Stokes system with rough data 具有粗糙数据的一维可压缩Navier-Stokes系统的全局适定性
IF 2.3 1区 数学 Q1 Mathematics Pub Date : 2023-09-21 DOI: 10.1016/j.matpur.2023.09.012
Ke Chen , Ly Kim Ha , Ruilin Hu , Quoc-Hung Nguyen

In this paper, we study the global well-posedness problem for the 1d compressible Navier–Stokes systems (cNSE) in gas dynamics with rough initial data. First, Liu and Yu (2022) [30] established the global well-posedness theory for the 1d isentropic cNSE with initial velocity data in BV space. Then, it was extended to the 1d full cNSE with initial velocity and temperature data in BV space by Wang et al. (2022) [31]. We improve the global well-posedness result of Liu and Yu with initial velocity data in W2γ,1 space; and of Wang–Yu–Zhang with initial velocity data in L2W2γ,1 space and initial data of temperature in W˙23,65W˙2γ1,1 for any γ>0 arbitrarily small. Our essential ideas are based on establishing various “end-point” smoothing estimates for the 1d parabolic equation.

在本文中,我们用粗糙的初始数据研究了气体动力学中一维可压缩Navier-Stokes系统的全局适定性问题。首先,Liu和Yu(2022)[30]利用BV空间中的初速度数据建立了一维等熵cNSE的全局适定性理论。然后,Wang等人将其扩展到BV空间中具有初始速度和温度数据的1d全cNSE。(2022)[31]。利用W2γ,1空间中的初速度数据改进了刘和余的全局适定性结果;对于任意γ>;0任意小。我们的基本思想是基于建立一维抛物方程的各种“端点”平滑估计。
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Journal de Mathematiques Pures et Appliquees
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