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Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Condition Dirichlet边界条件下拉普拉斯方程的深Ritz方法
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0043
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, J. Yang
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引用次数: 1
Boundedness and Asymptotic Behavior in a 3D Keller-Segel-Stokes System Modeling Coral Fertilization with Nonlinear Diffusion and Rotation 非线性扩散和旋转珊瑚施肥模型三维Keller-Segel-Stocks系统的有界性和渐近性
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0041
Feng Dai null, Bin Liu
. This paper deals with the four-component Keller-Segel-Stokes model of coral fertilization in a bounded and smooth domain Ω ⊂ R 3 with zero-flux boundary for n , c , ρ and no-slip boundary for u , where m > 0, φ ∈ W 2, ∞ ( Ω ) , and S : ¯ Ω × [ 0, ∞ ) 2 → R 3 × 3 is given suffi-ciently smooth function such that | S ( x , n , c ) |≤ S 0 ( c )( n + 1 ) − α for all ( x , n , c ) ∈ ¯ Ω × [ 0, ∞ ) 2 with α ≥ 0 and some nondecreasing function S 0 : [ 0, ∞ ) 7→ [ 0, ∞ ) . It is shown that if m > 1 − α for 0 ≤ α ≤ 23 , or m ≥ 13 for α > 23 , then for any reasonably regular initial data, the corresponding initial-boundary value problem admits at least one globally bounded weak solution which stabilizes to the spatially homogeneous equilibrium ( n ∞ , ρ ∞ , ρ ∞ ,0 ) in an appropriate sense, where n ∞ : = 1 | Ω | (cid:8) R Ω n 0 − R Ω ρ 0 (cid:9) + and ρ ∞ : = 1 | Ω | (cid:8) R Ω ρ 0 − R Ω n 0 (cid:9) + . These results improve and extend previously known ones.
。摘要珊瑚受精的四分量Keller-Segel-Stokes模型在有界和平稳域Ω⊂R 3与零边界n, c,ρ和无滑动边界u, m > 0,φ∈W 2∞(Ω)和S:¯Ω×[0,∞)2→R 3×3给出其光滑函数,这样| S (x) n, c) |≤0 S (c) (n + 1)−α为所有(x, n, c)∈¯Ω×[0,∞)与α2≥0和一些不减少的功能年代0:[0,∞)7→[0,∞)。结果表明,如果m > 1−α为0≤α≤23日或m≥13α> 23日,然后对于任何合理规律的初始数据,相应的初边值问题承认至少一个全局有界弱解的稳定空间齐次平衡(n∞,ρ∞,ρ∞,0)在一个合适的意义上,其中n∞:= 1 |Ω| (cid: 8) 0Ωn−RΩρ0 (cid: 9) +和ρ∞:= 1 |Ω| (cid: 8) RΩρ0−RΩn 0 (cid: 9) +。这些结果改进并扩展了以前已知的结果。
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引用次数: 0
Gradient Type Methods for Linear Hyperspectral Unmixing 线性高光谱解混合的梯度型方法
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0001
Fangfang Xu, Yating Wang, Yanyan Li, Lu Liu null, Tonghua Tian
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引用次数: 2
Implicit Bias in Understanding Deep Learning for Solving PDEs Beyond Ritz-Galerkin Method 超越Ritz-Galerkin方法理解深度学习求解偏微分方程的内隐偏差
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2020-0006
Jihong Wang, Z. Xu, Jiwei Zhang null, Yaoyu Zhang
{"title":"Implicit Bias in Understanding Deep Learning for Solving PDEs Beyond Ritz-Galerkin Method","authors":"Jihong Wang, Z. Xu, Jiwei Zhang null, Yaoyu Zhang","doi":"10.4208/csiam-am.so-2020-0006","DOIUrl":"https://doi.org/10.4208/csiam-am.so-2020-0006","url":null,"abstract":"","PeriodicalId":29749,"journal":{"name":"CSIAM Transactions on Applied Mathematics","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46812325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Weyl Almost Periodic Solutions in Distribution of Clifford-Valued Stochastic High-Order Hopfield Neural Networks with Delays on Time Scales 时间尺度上时滞clifford值随机高阶Hopfield神经网络分布的Weyl概周期解
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2022-0001
Yongkun Li null, Xiaoli Huang
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引用次数: 0
Spatiotemporal Dynamics in a Generalized Diffusive Population System of Natural Pinus Koraiensis with Time Delay 具有时滞的天然红松广义扩散种群系统的时空动态
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0033
Haicheng Liu, Bin Ge null, Ji-hong Shen
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引用次数: 0
An Efficient and Unconditionally Energy Stable Fully Discrete Scheme for the Confined Ternary Blended Polymers Model 约束三元共混聚合物模型的一个有效且无条件能量稳定的完全离散格式
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0036
Guanghua Ji, Zhen Xu null, Yuqi Yang
. In this paper, we develop a fully discrete scheme to solve the confined ternary blended polymers (TBP) model with four order parameters based on the stabilized-scalar auxiliary variable (S-SAV) approach in time and the Fourier spectral method in space. Then, theoretical analysis is given for the scheme based on the back-ward differentiation formula. The unconditional energy stability and mass conserva-tion are derived. Rigorous error analysis is carried out to show that the fully discrete scheme converges with order O ( τ 2 + h m ) in the sense of the L 2 norm, where τ is the time step, h is the spatial step, and m is the regularity of the exact solution. Finally, some numerical results are given to demonstrate the theoretical analysis. Moreover, the phase separation of two kinds of polymer particles, namely, Ashura and Janus core-shell particles, is presented to show the morphological structures.
在本文中,我们基于时间上的稳定标量辅助变量(S-SAV)方法和空间上的傅立叶谱方法,开发了一种完全离散的方案来求解具有四阶参数的确定的三元共混聚合物(TBP)模型。然后,基于反向微分公式对该方案进行了理论分析。导出了无条件的能量稳定性和质量守恒。严格的误差分析表明,在L2范数意义下,全离散格式的收敛阶为O(τ2+hm),其中τ是时间步长,h是空间步长,m是精确解的正则性。最后给出了一些数值结果,对理论分析进行了验证。此外,还对两种聚合物颗粒,即Ashura和Janus核壳颗粒进行了相分离,以显示其形态结构。
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引用次数: 0
On the Distance Cospectrality of Threshold Graphs 阈值图的距离共谱性
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0005
Zhenzhen Lou, Jianfeng Wang null, Qiongxiang Huang
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引用次数: 0
A Variational Model for Simultaneously Image Denoising and Luminance Adjustment 图像去噪与亮度调整同步的变分模型
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0037
Wei Wang null, Ruofan Liu
. In this paper, we propose and develop a saturation value total variation (SV-TV) regularization model for simultaneously image denoising and luminance adjustment. The idea is to propose a variational approach containing an energy functional to adjust the luminance between image patches, and the noise of the image can be removed. In the proposed model, we establish the adjustment term based on the concept of structure, luminance, and contrast similarity, and we make use of the SV-TV regularization to remove the noise simultaneously. We present an efficient and effective algorithm with convergence guaranteed to solve the proposed minimization model. Experimental results are presented to show the effectiveness of the proposed model compared with existing methods.
在本文中,我们提出并开发了一个饱和值全变分(SV-TV)正则化模型,用于同时进行图像去噪和亮度调整。其思想是提出一种包含能量函数的变分方法来调整图像块之间的亮度,并且可以去除图像的噪声。在所提出的模型中,我们基于结构、亮度和对比度相似性的概念建立了调整项,并利用SV-TV正则化来同时去除噪声。我们提出了一种有效且有收敛性保证的算法来求解所提出的最小化模型。实验结果表明,与现有方法相比,该模型是有效的。
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引用次数: 0
Efficient and Unconditional Energy Stable Schemes for the Micropolar Navier-Stokes Equations 微极Navier-Stokes方程的有效和无条件能量稳定格式
IF 1.3 Q2 MATHEMATICS, APPLIED Pub Date : 2022-06-01 DOI: 10.4208/csiam-am.so-2021-0008
Jie Shen null, Nan Zheng
We develop in this paper efficient numerical schemes for solving the micropolar Navier-Stokes equations by combining the SAV approach and pressure-correction method. Our firstand second-order semi-discrete schemes enjoy remarkable properties such as (i) unconditional energy stable with a modified energy, and (ii) only a sequence of decoupled linear equations with constant coefficients need to be solved at each time step. We also construct fully discrete versions of these schemes with a special spectral discretization which preserve the essential properties of the semi-discrete schemes. Numerical experiments are presented to validate the proposed schemes. AMS subject classifications: 65M12, 65M70, 35Q30, 76A05
本文结合SAV法和压力校正法,建立了求解微极Navier-Stokes方程的有效数值格式。我们的一阶二阶半离散格式具有显著的性质,例如(i)具有修正能量的无条件能量稳定,以及(ii)在每个时间步只需要求解一系列具有常系数的解耦线性方程。我们还用一种特殊的谱离散构造了这些格式的完全离散版本,它保留了半离散格式的基本性质。数值实验验证了所提方案的有效性。AMS学科分类:65M12、65M70、35Q30、76A05
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引用次数: 1
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