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We consider parabolic PDEs with randomly switching boundary conditions. In order to analyze these random PDEs, we consider more general stochastic hybrid systems and prove convergence to, and properties of, a stationary distribution.…

概率论 · 数学 2020-03-13 Sean D. Lawley , Jonathan C. Mattingly , Michael C. Reed

Ensuring that a PDE model is well-posed is a necessary precursor to any form of analysis, control, or numerical simulation. Although the Lumer-Phillips theorem provides necessary and sufficient conditions for well-posedness of dissipative…

偏微分方程分析 · 数学 2026-04-06 Declan S. Jagt , Matthew M. Peet

We study linear stochastic partial differential equations of parabolic type with non-local in time or mixed in time boundary conditions. The standard Cauchy condition at the terminal time is replaced by a condition that mixes the random…

概率论 · 数学 2013-08-01 Nikolai Dokuchaev

We show that moment inequalities in a wide variety of economic applications have a particular linear conditional structure. We use this structure to construct uniformly valid confidence sets that remain computationally tractable even in…

计量经济学 · 经济学 2022-12-20 Isaiah Andrews , Jonathan Roth , Ariel Pakes

We examine inverse problems for the variable-coefficient nonlocal parabolic operator $(\partial_t - \Delta_g)^s$, where $0 < s < 1$. This article makes two primary contributions. First, we introduce a novel entanglement principle for these…

偏微分方程分析 · 数学 2025-10-22 Ru-Yu Lai , Yi-Hsuan Lin , Lili Yan

Conditional symmetries were introduced by Levi and Winternitz in their 1989 seminal paper to deal with nonlinear PDEs. Here we discuss their application in the framework of ODEs, and more specifically Dynamical Systems; it turns out they…

动力系统 · 数学 2025-02-10 Giuseppe Gaeta

This paper investigates biological models that represent the transition equation from a system in the past to a system in the future. It is shown that finite-time Lyapunov exponents calculated along a locally pullback attractive solution…

动力系统 · 数学 2024-02-19 Jesús Dueñas , Iacopo P. Longo , Rafael Obaya

The last decade has seen a remarkable development in the theory of asymptotics of Bayesian nonparametric procedures. Exponential consistency has played an important role in this area. It is known that the condition of $f_0$ being in the…

统计理论 · 数学 2008-12-08 Yang Xing , Bo Ranneby

We derive a Cartesian componentwise description of the covariant derivative of tangential tensor fields of any degree on general manifolds. This allows to reformulate any vector- and tensor-valued surface PDE in a form suitable to be solved…

数值分析 · 数学 2019-05-01 Michael Nestler , Ingo Nitschke , Axel Voigt

Integrated gradients is prevalent within machine learning to address the black-box problem of neural networks. The explanations given by integrated gradients depend on a choice of base-point. The choice of base-point is not a priori obvious…

机器学习 · 计算机科学 2025-03-12 Lachlan Simpson , Federico Costanza , Kyle Millar , Adriel Cheng , Cheng-Chew Lim , Hong Gunn Chew

In this article we are interested in the boundary stabilization in finite time of one-dimensional linear hyperbolic balance laws with coefficients depending on time and space. We extend the so called "backstepping method" by introducing…

最优化与控制 · 数学 2020-11-30 Jean-Michel Coron , Long Hu , Guillaume Olive , Peipei Shang

We carry out an asymptotic analysis for a Ginzburg-Landau type model for tangent vector fields defined on a cone. The results, in the spirit of Brezis, Bethuel and Helein, establish the degree and asymptotic location of vortices, one of…

偏微分方程分析 · 数学 2025-04-23 Christian Cofoid , Dmitry Golovaty , Etienne Sandier , Peter Sternberg

Parabolic partial differential equations (PDEs) appear in many disciplines to model the evolution of various mathematical objects, such as probability flows, value functions in control theory, and derivative prices in finance. It is often…

机器学习 · 计算机科学 2024-07-18 Xingzi Xu , Ali Hasan , Jie Ding , Vahid Tarokh

A new method is introduced for studying boundary value problems for a class of linear PDEs with {\it variable} coefficients. This method is based on ideas recently introduced by the author for the study of boundary value problems for PDEs…

偏微分方程分析 · 数学 2007-05-23 A. S. Fokas

We deduce a sufficient condition of the exponential (integral) turnpike property for infinite dimensional generalized linear-quadratic optimal control problems in terms of structural properties of the control system, such as exponential…

最优化与控制 · 数学 2024-03-13 Zhuqing Li , Roberto Guglielmi

This paper considers the inversion of ill-posed linear operators. To regularise the problem the solution is enforced to lie in a non-convex subset. Theoretical properties for the stable inversion are derived and an iterative algorithm akin…

数值分析 · 数学 2009-11-30 Thomas Blumensath

High-dimensional partial differential equations (PDEs) are ubiquitous in economics, science and engineering. However, their numerical treatment poses formidable challenges since traditional grid-based methods tend to be frustrated by the…

机器学习 · 统计学 2021-07-20 Lorenz Richter , Leon Sallandt , Nikolas Nüsken

We present a framework which enables the analysis of dynamic inverse problems for wave phenomena that are modeled through second-order hyperbolic PDEs. This includes well-posedness and regularity results for the forward operator in an…

偏微分方程分析 · 数学 2020-02-19 Thies Gerken

For an arbitrary parameter $p\in [1,+\infty]$, we consider the problem of exponential stabilization in the spatial $L^{p}$-norm, and $W^{1,p}$-norm, respectively, for a class of anti-stable linear parabolic PDEs with space-time-varying…

最优化与控制 · 数学 2022-07-05 Qiaoling Chen , Jun Zheng , Guchuan Zhu

The autor considers an initial-boundary value problem for the nonstationary Stokes system in an angle, where Dirichlet and Neumann conditions are prescribed on the diferent sides of the angle. The major part of the paper deals with the…

偏微分方程分析 · 数学 2025-03-25 Jürgen Rossmann