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Stability of a Capillary Circular Cylinder between Two Parallel Cylinders 两个平行圆柱体之间毛细管圆柱体的稳定性
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-14 DOI: 10.1137/23m1602139
Rafael López
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 1039-1059, June 2024.
Abstract. Consider a system of two parallel solid cylinders of equal radius made of a homogeneous material. We study the stability of a liquid bridge of circular cylinder shape between both solid cylinders. It is proved that if the circular cylinder liquid is concave, then it is stable. If the circular cylinder liquid is convex, we establish conditions on the radius of the cylinder liquid and the contact angle that ensure that long convex circular cylinders are not stable. Estimates for the length of these convex cylinders are given.
SIAM 应用数学杂志》第 84 卷第 3 期第 1039-1059 页,2024 年 6 月。 摘要考虑由均质材料制成的两个等半径平行实心圆柱体组成的系统。我们研究了两个实心圆柱之间圆柱形液桥的稳定性。研究证明,如果圆柱形液体是凹形的,那么它是稳定的。如果圆柱形液体是凸的,我们建立了圆柱形液体半径和接触角的条件,确保长凸圆柱形不稳定。给出了这些凸圆柱的长度估计值。
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引用次数: 0
Modeling of Electronic Dynamics in Twisted Bilayer Graphene 扭曲双层石墨烯电子动力学建模
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-14 DOI: 10.1137/23m1595941
Tianyu Kong, Diyi Liu, Mitchell Luskin, Alexander B. Watson
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 1011-1038, June 2024.
Abstract. We consider the problem of numerically computing the quantum dynamics of an electron in twisted bilayer graphene. The challenge is that atomic-scale models of the dynamics are aperiodic for generic twist angles because of the incommensurability of the layers. The Bistritzer–MacDonald PDE model, which is periodic with respect to the bilayer’s moiré pattern, has recently been shown to rigorously describe these dynamics in a parameter regime. In this work, we first prove that the dynamics of the tight-binding model of incommensurate twisted bilayer graphene can be approximated by computations on finite domains. The main ingredient of this proof is a speed of propagation estimate proved using Combes–Thomas estimates. We then provide extensive numerical computations, which clarify the range of validity of the Bistritzer–MacDonald model.
SIAM 应用数学杂志》,第 84 卷第 3 期,第 1011-1038 页,2024 年 6 月。 摘要。我们考虑的问题是如何数值计算电子在扭曲双层石墨烯中的量子动力学。面临的挑战是,由于各层的不可比性,原子尺度的动力学模型在一般扭曲角度下是非周期性的。Bistritzer-MacDonald PDE 模型相对于双层石墨烯的摩尔纹是周期性的,最近的研究表明,该模型能在参数机制中严格描述这些动力学。在这项工作中,我们首先证明了不可通约扭曲双层石墨烯紧密结合模型的动力学可以通过有限域上的计算来近似。该证明的主要内容是利用康伯斯-托马斯估计值证明的传播速度估计值。然后,我们提供了大量数值计算,澄清了 Bistritzer-MacDonald 模型的有效范围。
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引用次数: 0
Local Perception and Learning Mechanisms in Resource-Consumer Dynamics 资源-消费者动态中的局部感知和学习机制
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-13 DOI: 10.1137/23m1598593
Qingyan Shi, Yongli Song, Hao Wang
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 988-1010, June 2024.
Abstract. Spatial memory is key in animal movement modeling, but it has been challenging to explicitly model learning to describe memory acquisition. In this paper, we study novel cognitive consumer-resource models with different consumer learning mechanisms and investigate their dynamics. These models consist of two PDEs in composition with one ODE such that the spectrum of the corresponding linearized operator at a constant steady state is unclear. We describe the spectra of the linearized operators and analyze the eigenvalue problems to determine the stability of the constant steady states. We then perform bifurcation analysis by taking the perceptual diffusion rate as the bifurcation parameter. It is found that steady-state and Hopf bifurcations can both occur in these systems, and the bifurcation points are given so that the stability region can be determined. Moreover, rich spatial and spatiotemporal patterns can be generated in such systems via different types of bifurcation. Our effort establishes a new approach to tackling a hybrid model of PDE-ODE composition and provides a deeper understanding of cognitive movement-driven consumer-resource dynamics.
SIAM 应用数学杂志》第 84 卷第 3 期第 988-1010 页,2024 年 6 月。 摘要空间记忆是动物运动建模的关键,但如何明确地建立学习模型来描述记忆的获得一直是个挑战。本文研究了具有不同消费者学习机制的新型认知消费者-资源模型,并对其动力学进行了研究。这些模型由两个 PDE 与一个 ODE 组成,因此相应的线性化算子在恒定稳定状态下的频谱并不清楚。我们描述了线性化算子的频谱,并分析了特征值问题,以确定恒稳态的稳定性。然后,我们将感知扩散率作为分岔参数,进行分岔分析。结果发现,稳态和霍普夫分岔都可能发生在这些系统中,并给出了分岔点,从而确定了稳定区域。此外,通过不同类型的分岔,可以在这些系统中产生丰富的空间和时空模式。我们的研究为处理 PDE-ODE 复合模型提供了一种新方法,并加深了对认知运动驱动的消费者资源动力学的理解。
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引用次数: 0
Linear Quadratic Regulation Control for Falling Liquid Films 液体降膜的线性二次调节控制
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-10 DOI: 10.1137/23m1548475
Oscar A. Holroyd, Radu Cimpeanu, Susana N. Gomes
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 940-960, June 2024.
Abstract. We propose and analyze a new methodology based on linear-quadratic regulation (LQR) for stabilizing falling liquid films via blowing and suction at the base. LQR methods enable rapidly responding feedback control by precomputing a gain matrix, but they are only suitable for systems of linear ordinary differential equations (ODEs). By contrast, the Navier–Stokes equations that describe the dynamics of a thin liquid film flowing down an inclined plane are too complex to stabilize with standard control-theoretical techniques. To bridge this gap, we use reduced-order models—the Benney equation and a weighted-residual integral boundary layer model—obtained via asymptotic analysis to derive a multilevel control framework. This framework consists of an LQR feedback control designed for a linearized and discretized system of ODEs approximating the reduced-order system, which is then applied to the full Navier–Stokes system. The control scheme is tested via direct numerical simulation (DNS) and compared to analytical predictions of linear stability thresholds and minimum required actuator numbers. Comparing the strategy between the two reduced-order models, we show that in both cases we can successfully stabilize towards a uniform flat film across their respective ranges of valid parameters, with the more accurate weighted-residual model outperforming the Benney-derived controls. The weighted-residual controls are also found to work successfully far beyond their anticipated range of applicability. The proposed methodology increases the feasibility of transferring robust control techniques towards real-world systems and is also generalizable to other forms of actuation.
SIAM 应用数学杂志》第 84 卷第 3 期第 940-960 页,2024 年 6 月。摘要我们提出并分析了一种基于线性二次调节(LQR)的新方法,用于通过底部的吹气和吸力稳定下降的液膜。LQR 方法通过预先计算增益矩阵实现快速响应反馈控制,但只适用于线性常微分方程(ODE)系统。相比之下,描述液膜在斜面上流动动态的纳维-斯托克斯方程过于复杂,无法用标准的控制理论技术来稳定。为了弥补这一差距,我们使用了通过渐近分析获得的降阶模型--本尼方程和加权残余积分边界层模型--来推导多级控制框架。该框架包括一个 LQR 反馈控制,它是为近似降阶系统的线性化和离散化 ODE 系统设计的,然后将其应用于完整的 Navier-Stokes 系统。该控制方案通过直接数值模拟(DNS)进行测试,并与线性稳定性阈值和最小所需执行器数量的分析预测进行比较。通过比较两个降阶模型之间的策略,我们发现在两种情况下,我们都能在各自的有效参数范围内成功稳定地获得均匀的平膜,而更精确的加权残差模型优于 Benney 衍生的控制方案。此外,我们还发现加权残差控制的效果远远超出了预期的适用范围。所提出的方法提高了将稳健控制技术应用于现实世界系统的可行性,并可推广到其他形式的驱动系统。
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引用次数: 0
Floquet Stability of Periodically Stationary Pulses in a Short-Pulse Fiber Laser 短脉冲光纤激光器中周期性静止脉冲的浮凸稳定性
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-10 DOI: 10.1137/23m1598106
Vrushaly Shinglot, John Zweck
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 961-987, June 2024.
Abstract. The quantitative modeling and design of modern short-pulse fiber lasers cannot be performed with averaged models because of large variations in the pulse parameters within each round trip. Instead, lumped models obtained by concatenating models for the various components of the laser are required. Since the optical pulses in lumped models are periodic, their linear stability is investigated using the monodromy operator, which is the linearization of the roundtrip operator about the pulse. A gradient-based optimization method is developed to discover periodic pulses. The computation of the gradient of the objective function involves numerical computation of the action of both the roundtrip operator and the adjoint of the monodromy operator. A novel Fourier split-step method is introduced to compute solutions of the linearization of the nonlinear, nonlocal, stiff equation that models optical propagation in the fiber amplifier. This method is derived by linearizing the two solution operators in a split-step method for the nonlinear equation. The spectrum of the monodromy operator consists of the essential spectrum, for which there is an analytical formula, and the eigenvalues. There is a multiplicity two eigenvalue at [math], which is due to phase and translation invariance. The remaining eigenvalues are determined from a matrix discretization of the monodromy operator. Simulation results verify the accuracy of the numerical methods; show examples of periodically stationary pulses, their spectra, and their eigenfunctions; and discuss their stability.
SIAM 应用数学杂志》第 84 卷第 3 期第 961-987 页,2024 年 6 月。 摘要。现代短脉冲光纤激光器的定量建模和设计无法使用平均模型,因为脉冲参数在每次往返中的变化很大。取而代之的是,需要将激光器各组成部分的模型串联起来,从而获得块状模型。由于叠加模型中的光脉冲是周期性的,因此需要使用单色算子来研究其线性稳定性,单色算子是关于脉冲的往返算子的线性化。我们开发了一种基于梯度的优化方法来发现周期性脉冲。目标函数梯度的计算涉及往返算子和单色算子邻接算子作用的数值计算。在计算光纤放大器中光传播模型的非线性、非局部、刚性方程的线性化解时,引入了一种新颖的傅立叶分步法。这种方法是通过对非线性方程的分步法中的两个解算子进行线性化而得出的。单色性算子的谱由本质谱和特征值组成,本质谱有一个解析公式。在 [math] 处有一个乘数为 2 的特征值,这是由于相位和平移不变性造成的。其余特征值由单色算子的矩阵离散化确定。模拟结果验证了数值方法的准确性;展示了周期性静止脉冲、其频谱和特征函数的示例;并讨论了它们的稳定性。
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引用次数: 0
Finite Population Size Effects on Optimal Communication for Social Foragers 有限种群规模对社会性觅食者最佳交流的影响
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-09 DOI: 10.1137/23m1590007
Hyunjoong Kim, Yoichiro Mori, Joshua B. Plotkin
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 915-939, June 2024.
Abstract. Foraging is crucial for animals to survive. Many species forage in groups, as individuals communicate to share information about the location of available resources. For example, eusocial foragers, such as honey bees and many ants, recruit members from their central hive or nest to a known foraging site. However, the optimal level of communication and recruitment depends on the overall group size, the distribution of available resources, and the extent of interference between multiple individuals attempting to forage from a site. In this paper, we develop a discrete-time Markov chain model of eusocial foragers, who communicate information with a certain probability. We compare the stochastic model and its corresponding infinite population limit. We find that foraging efficiency tapers off when recruitment probability is too high, a phenomenon that does not occur in the infinite population model, even though it occurs for any finite population size. The marginal inefficiency at high recruitment probability increases as the population increases, similar to a boundary layer. In particular, we prove there is a significant gap between the foraging efficiency of finite and infinite population models in the extreme case of complete communication. We also analyze this phenomenon by approximating the stationary distribution of foragers over sites in terms of mean escape times from multiple quasi-steady states. We conclude that, for any finite group of foragers, an individual who has found a resource should only sometimes recruit others to the same resource. We discuss the relationship between our analysis and multiagent multiarm bandit problems.
SIAM 应用数学杂志》第 84 卷第 3 期第 915-939 页,2024 年 6 月。 摘要觅食是动物生存的关键。许多物种都是群体觅食,个体之间通过交流分享有关可用资源位置的信息。例如,蜜蜂和许多蚂蚁等群居觅食者会从中心蜂巢或巢穴招募成员到已知的觅食地点。然而,交流和招募的最佳水平取决于整个群体的规模、可用资源的分布以及试图从一个地点觅食的多个个体之间的干扰程度。在本文中,我们建立了一个离散时间马尔可夫链模型,该模型是以一定概率进行信息交流的群居觅食者。我们比较了随机模型及其相应的无限种群极限。我们发现,当招募概率过高时,觅食效率会逐渐降低,而这一现象在无限种群模型中不会出现,尽管在任何有限种群规模下都会出现。随着种群数量的增加,高招募概率下的边际无效率也会增加,类似于边界层。特别是,我们证明了在完全交流的极端情况下,有限种群模型和无限种群模型的觅食效率存在明显差距。我们还用多个准稳定状态的平均逃逸时间来近似分析觅食者在各个地点的稳定分布,从而分析了这一现象。我们的结论是,对于任何有限的觅食者群体来说,找到资源的个体有时只会招募其他人来获取相同的资源。我们将讨论我们的分析与多代理多臂强盗问题之间的关系。
{"title":"Finite Population Size Effects on Optimal Communication for Social Foragers","authors":"Hyunjoong Kim, Yoichiro Mori, Joshua B. Plotkin","doi":"10.1137/23m1590007","DOIUrl":"https://doi.org/10.1137/23m1590007","url":null,"abstract":"SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 915-939, June 2024. <br/> Abstract. Foraging is crucial for animals to survive. Many species forage in groups, as individuals communicate to share information about the location of available resources. For example, eusocial foragers, such as honey bees and many ants, recruit members from their central hive or nest to a known foraging site. However, the optimal level of communication and recruitment depends on the overall group size, the distribution of available resources, and the extent of interference between multiple individuals attempting to forage from a site. In this paper, we develop a discrete-time Markov chain model of eusocial foragers, who communicate information with a certain probability. We compare the stochastic model and its corresponding infinite population limit. We find that foraging efficiency tapers off when recruitment probability is too high, a phenomenon that does not occur in the infinite population model, even though it occurs for any finite population size. The marginal inefficiency at high recruitment probability increases as the population increases, similar to a boundary layer. In particular, we prove there is a significant gap between the foraging efficiency of finite and infinite population models in the extreme case of complete communication. We also analyze this phenomenon by approximating the stationary distribution of foragers over sites in terms of mean escape times from multiple quasi-steady states. We conclude that, for any finite group of foragers, an individual who has found a resource should only sometimes recruit others to the same resource. We discuss the relationship between our analysis and multiagent multiarm bandit problems.","PeriodicalId":51149,"journal":{"name":"SIAM Journal on Applied Mathematics","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140940084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 0
A Three-Dimensional Model of Skeletal Muscle Tissues 骨骼肌组织的三维模型
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-07 DOI: 10.1137/22m1506985
Javier A. Almonacid, Sebastián A. Domínguez-Rivera, Ryan N. Konno, Nilima Nigam, Stephanie A. Ross, Cassidy Tam, James M. Wakeling
SIAM Journal on Applied Mathematics, Ahead of Print.
Abstract. Skeletal muscles are living tissues that can undergo large deformations in short periods of time and that can be activated to produce force. In this paper we use the principles of continuum mechanics to propose a dynamic, fully nonlinear, and three-dimensional model to describe the deformation of these tissues. We model muscles as a fiber-reinforced composite and transversely isotropic material. We introduce a flexible computational framework to approximate the deformations of skeletal muscle to provide new insights into the underlying mechanics of these tissues. The model parameters and mechanical properties are obtained through experimental data and can be specified locally. A semi-implicit in-time, conforming, finite element in space scheme is used to approximate the solutions to the governing nonlinear dynamic model. We provide a series of numerical experiments demonstrating the application of this framework to relevant problems in biomechanics and also discuss questions around model validation.
SIAM 应用数学期刊》,提前印刷。 摘要骨骼肌是一种活的组织,可在短时间内发生巨大变形,并可被激活以产生力。在本文中,我们利用连续介质力学原理提出了一种动态、完全非线性的三维模型来描述这些组织的变形。我们将肌肉建模为纤维增强复合材料和横向各向同性材料。我们引入了一个灵活的计算框架来逼近骨骼肌的变形,从而为这些组织的基本力学提供新的见解。模型参数和力学性能是通过实验数据获得的,并可在本地指定。采用半隐式时间、符合、空间有限元方案来近似求解非线性动态模型。我们提供了一系列数值实验,展示了这一框架在生物力学相关问题中的应用,并讨论了围绕模型验证的问题。
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引用次数: 0
Analysis and Simulation of a Nonlocal Gray–Scott Model 非局部格雷-斯科特模型的分析与模拟
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-06 DOI: 10.1137/22m1542441
Loic Cappanera, Gabriela Jaramillo, Cory Ward
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 856-889, June 2024.
Abstract. The Gray–Scott model is a set of reaction-diffusion equations that describes chemical systems far from equilibrium. Interest in this model stems from its ability to generate spatio-temporal structures, including pulses, spots, stripes, and self-replicating patterns. We consider an extension of this model in which the spread of the different chemicals is assumed to be nonlocal and can thus be represented by an integral operator. In particular, we focus on the case of strictly positive, symmetric, [math] convolution kernels that have a finite second moment. Modeling the equations on a finite interval, we prove the existence of small-time weak solutions in the case of nonlocal Dirichlet and Neumann boundary constraints. We then use this result to develop a finite element numerical scheme that helps us explore the effects of nonlocal diffusion on the formation of pulse solutions.
SIAM 应用数学杂志》第 84 卷第 3 期第 856-889 页,2024 年 6 月。摘要格雷-斯科特模型是一组描述远离平衡的化学系统的反应-扩散方程。人们之所以对该模型感兴趣,是因为它能够产生时空结构,包括脉冲、斑点、条纹和自我复制模式。我们考虑对这一模型进行扩展,假定不同化学物质的扩散是非局部的,因此可以用积分算子来表示。我们尤其关注具有有限第二矩的严格正对称[数学]卷积核的情况。将方程建模在有限区间上,我们证明了在非局部 Dirichlet 和 Neumann 边界约束的情况下,小时间弱解的存在性。然后,我们利用这一结果开发了一种有限元数值方案,帮助我们探索非局部扩散对脉冲解形成的影响。
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引用次数: 0
Phase Transition in a Periodic Tubular Structure 周期管状结构中的相变
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-06 DOI: 10.1137/23m157274x
Alexander V. Kiselev, Kirill Ryadovkin
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 890-914, June 2024.
Abstract. We consider an [math]-periodic ([math]) tubular structure, modeled as a magnetic Laplacian on a metric graph, which is periodic along a single axis. We show that the corresponding Hamiltonian admits norm-resolvent convergence to an ODE on [math] which is fourth order at a discrete set of values of the magnetic potential (critical points) and second order generically. In a vicinity of critical points we establish a mixed-order asymptotics. The rate of convergence is also estimated. This represents a physically viable model of a phase transition as the strength of the (constant) magnetic field increases.
SIAM 应用数学杂志》第 84 卷第 3 期第 890-914 页,2024 年 6 月。 摘要。我们考虑了一个[math]-周期([math])管状结构,它被建模为一个度量图上的磁拉普拉奇,它沿单轴是周期性的。我们证明,相应的哈密顿方程可以收敛到[math]上的一个 ODE 的规范残差,在磁势的一组离散值(临界点)上是四阶的,而在一般情况下是二阶的。在临界点附近,我们建立了混合阶渐近线。我们还估算了收敛速率。这代表了一个随着(恒定)磁场强度增加而发生相变的物理可行模型。
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引用次数: 0
Early-Warning Inverse Source Problem for the Elasto-Gravitational Equations 弹性引力方程的预警反源问题
IF 1.9 4区 数学 Q2 Mathematics Pub Date : 2024-05-03 DOI: 10.1137/23m1564651
L. Baldassari, M. V. de Hoop, E. Francini, S. Vessella
SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 831-855, June 2024.
Abstract. Through coupled physics, we study an early-warning inverse source problem for the constant-coefficient elasto-gravitational equations. It consists of a mixed hyperbolic-elliptic system of partial differential equations describing elastic wave displacement and gravity perturbations produced by a source in a homogeneous bounded medium. Within the Cowling approximation, we prove uniqueness and Lipschitz stability for the inverse problem of recovering the moment tensor and the location of the source from early-time measurements of the changes of the gravitational field. The setup studied in this paper is motivated by gravity-based earthquake early warning systems, which are gaining much attention recently.
SIAM 应用数学杂志》第 84 卷第 3 期第 831-855 页,2024 年 6 月。 摘要。通过耦合物理,我们研究了恒系数弹性重力方程的预警反源问题。它由双曲-椭圆混合偏微分方程系统组成,描述了同质有界介质中的源产生的弹性波位移和重力扰动。在考林近似中,我们证明了从引力场变化的早期时间测量中恢复力矩张量和声源位置的逆问题的唯一性和 Lipschitz 稳定性。本文所研究的设置是基于重力的地震预警系统所激发的,该系统近来备受关注。
{"title":"Early-Warning Inverse Source Problem for the Elasto-Gravitational Equations","authors":"L. Baldassari, M. V. de Hoop, E. Francini, S. Vessella","doi":"10.1137/23m1564651","DOIUrl":"https://doi.org/10.1137/23m1564651","url":null,"abstract":"SIAM Journal on Applied Mathematics, Volume 84, Issue 3, Page 831-855, June 2024. <br/> Abstract. Through coupled physics, we study an early-warning inverse source problem for the constant-coefficient elasto-gravitational equations. It consists of a mixed hyperbolic-elliptic system of partial differential equations describing elastic wave displacement and gravity perturbations produced by a source in a homogeneous bounded medium. Within the Cowling approximation, we prove uniqueness and Lipschitz stability for the inverse problem of recovering the moment tensor and the location of the source from early-time measurements of the changes of the gravitational field. The setup studied in this paper is motivated by gravity-based earthquake early warning systems, which are gaining much attention recently.","PeriodicalId":51149,"journal":{"name":"SIAM Journal on Applied Mathematics","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140833290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 0
期刊
SIAM Journal on Applied Mathematics
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