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相关论文: Asymptotic approaches in inverse problems for depo…

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Shrinkage of large particles, either through depolymerisation (i.e. progressive shortening) or through fragmentation (breakage into smaller pieces) may be modelled by discrete equations, of Becker-D\''oring type, or by continuous ones. In…

偏微分方程分析 · 数学 2024-07-08 Marie Doumic

Polymer models are a widely used tool to study the prebiotic formation of metabolism at the origins of life. Counts of the number of reactions in these models are often crucial in probabilistic arguments concerning the emergence of…

分子网络 · 定量生物学 2021-04-14 Oliver Weller-Davies , Mike Steel , Jotun Hein

In this paper, we investigate a stochastic model describing the time evolution of a polymerization process. A polymer is a macro-molecule resulting from the aggregation of several elementary sub-units called monomers. Polymers can grow by…

概率论 · 数学 2018-08-24 Philippe Robert , Wen Sun

We prove large time asymptotics for solutions of the KP I equation with small initial data. Our assumptions on the initial data rule out lump solutions but give a precise description of the radiation field at large times. Our analysis uses…

偏微分方程分析 · 数学 2025-03-24 Samir Donmazov , Jiaqi Liu , Peter Perry

This article includes a short survey of selected averaging and dimension reduction techniques for deterministic fast-slow systems. This survey includes, among others, classical techniques, such as the WKB approximation or the averaging…

数学物理 · 物理学 2022-11-21 Matthias Klar , Karsten Matthies , Johannes Zimmer

In this paper, we investigate an inverse Cauchy problem for a stochastic hyperbolic equation. A Lipschitz type observability estimate is established using a pointwise Carleman identity. By minimizing the constructed Tikhonov-type…

偏微分方程分析 · 数学 2024-10-17 Fangfang Dou , Peimin Lü

We study the inverse medium scattering problem to reconstruct the unknown inhomogeneous medium from the far-field patterns of scattered waves. The inverse scattering problem is generally ill-posed and nonlinear, and the iterative…

偏微分方程分析 · 数学 2022-08-31 Takashi Furuya , Roland Potthast

We study the asymptotic convergence of the partial averaging method, a technique used in conjunction with the random series implementation of the Feynman-Kac formula. We prove asymptotic bounds valid for most series representations in the…

统计力学 · 物理学 2007-05-23 Cristian Predescu , J. D. Doll , David L. Freeman

Inverse problems involve making inference about unknown parameters of a physical process using observational data. This paper investigates an important class of inverse problems -- the estimation of the initial condition of a…

统计方法学 · 统计学 2023-02-09 Xiao Liu , Kyongmin Yeo

Self-assembly of proteins is a biological phenomenon which gives rise to spontaneous formation of amyloid fibrils or polymers. The starting point of this phase, called nucleation exhibits an important variability among replicated…

生物大分子 · 定量生物学 2016-03-22 Marie Doumic , Sarah Eugene , Philippe Robert

We study an inverse initial-density problem for a nonlinear diffusive coagulation--fragmentation equation with known coagulation and fragmentation kernels. The objective is to recover the unknown initial particle-size distribution on a…

数值分析 · 数学 2026-03-24 Thuy T. Le , Minh-Binh Tran , Loc H. Nguyen

This paper investigates the asymptotic behaviour of solutions to certain infinite systems of coupled recurrence relations. In particular, we obtain a characterisation of those initial values which lead to a convergent solution, and for…

泛函分析 · 数学 2019-02-14 L. Paunonen , D. Seifert

The growth-fragmentation equation arises in many different contexts, ranging from cell division, protein polymerization, biopolymers, neurosciences etc. Direct observation of temporal dynamics being often difficult, it is of main interest…

偏微分方程分析 · 数学 2013-01-21 Marie Doumic Jauffret , Leon M. Null Tine

The reversible reactions A+A<=>C and A+B<=>C are investigated. From the exact Langevin equations describing our model, we set up a systematic approximation scheme to compute the approach of the density of C particles to its equilibrium…

统计力学 · 物理学 2009-10-31 Pierre-Antoine Rey , John Cardy

Dimerization and subsequent aggregation of polymers and biopolymers often occur under nonequilibrium conditions. When the initial state of the polymer is not collapsed or the final folded native state, the dynamics of dimerization can…

软凝聚态物质 · 物理学 2024-11-19 Sangita Mondal , Ved Mahajan , Biman Bagchi

In this paper, we study the inverse acoustic medium scattering problem to reconstruct the unknown inhomogeneous medium from far field patterns of scattered waves. We propose the reconstruction scheme based on the Kalman filter, which…

偏微分方程分析 · 数学 2021-10-19 Takashi Furuya , Roland Potthast

This paper investigates an inverse source problem for general semilinear stochastic hyperbolic equations. Motivated by the challenges arising from both randomness and nonlinearity, we develop a globally convergent iterative regularization…

偏微分方程分析 · 数学 2025-04-25 Qi Lü , Yu Wang

We prove the following asymptotic behavior for solutions to the generalized Becker-D\"oring system for general initial data: under a detailed balance assumption and in situations where density is conserved in time, there is a critical…

数学物理 · 物理学 2010-11-23 José Alfredo Cañizo Rincón

Blind inverse problems arise in many experimental settings where both the signal of interest and the forward operator are (partially) unknown. In this context, methods developed for the non-blind case cannot be adapted in a straightforward…

机器学习 · 计算机科学 2026-04-21 Nathan Buskulic , Luca Calatroni , Lorenzo Rosasco , Silvia Villa

Physical models often contain unknown functions and relations. In order to gain more insights into the nature of physical processes, these unknown functions have to be identified or reconstructed. Mathematically, we can formulate this…

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