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The Douglas-Rachford (DR) method is a widely used method for finding a point in the intersection of two closed convex sets (feasibility problem). However, the method converges weakly and the associated rate of convergence is hard to analyze…

最优化与控制 · 数学 2024-01-10 Deren Han , Yansheng Su , Jiaxin Xie

Computational tools for characterizing electromagnetic scattering from objects with uncertain shapes are needed in various applications ranging from remote sensing at microwave frequencies to Raman spectroscopy at optical frequencies.…

We present a continuous formulation of machine learning, as a problem in the calculus of variations and differential-integral equations, in the spirit of classical numerical analysis. We demonstrate that conventional machine learning models…

数值分析 · 数学 2020-10-02 Weinan E , Chao Ma , Lei Wu

Radiative transfer (RT) problems in which the source function includes a scattering-like integral are typical two-points boundary problems. Their solution via differential equations implies to make hypotheses on the solution itself, namely…

太阳与恒星天体物理 · 物理学 2015-05-30 E. Simonneau , O. Cardona , L. Crivellari

The finite sum of the squares of the Mie coefficients is very useful for addressing problems of classical light scattering. An approximate formula available in the literature, and still in use today, has been developed to determine a priori…

光学 · 物理学 2013-07-24 Antonio Alvaro Ranha Neves , Dario Pisignano

We introduce a new approach to a linear-circular regression problem that relates multiple linear predictors to a circular response. We follow a modeling approach of a wrapped normal distribution that describes angular variables and angular…

统计方法学 · 统计学 2019-09-17 Ali Esmaieeli Sikaroudi , Chiwoo Park

Random reshuffling with momentum (RRM) corresponds to the SGD optimizer with momentum option enabled, as found in many machine learning libraries like PyTorch and TensorFlow. Despite its widespread use, the convergence properties of RRM do…

最优化与控制 · 数学 2026-03-24 Junwen Qiu , Bohao Ma , Andre Milzarek

A modified Reynolds equation governing the steady flow of a fluid with low Reynolds number through a curvilinear, narrow tube, with its derivation from Stokes equations through asymptotic methods is presented. The channel considered may…

数学物理 · 物理学 2019-01-08 Arpan Ghosh , Vladimir Kozlov , Sergey Nazarov

The application of random-matrix theory (RMT) to compound-nucleus (CN) reactions is reviewed. An introduction into the basic concepts of nuclear scattering theory is followed by a survey of phenomenological approaches to CN scattering. The…

核理论 · 物理学 2015-05-18 G. E. Mitchell , A. Richter , H. A. Weidenmueller

Robust model predictive control algorithms are essential for addressing unavoidable errors due to the uncertainty in predicting real-world systems. However, the formulation of such algorithms typically results in a trade-off between…

系统与控制 · 电气工程与系统科学 2025-04-25 Moritz Heinlein , Sankaranarayanan Subramanian , Sergio Lucia

We prove a scattering result near certain steady states for a Hartree equation for a random field. This equation describes the evolution of a system of infinitely many particles. It is an analogous formulation of the usual Hartree equation…

偏微分方程分析 · 数学 2020-07-02 Charles Collot , Anne-Sophie de Suzzoni

The effect of rotation upon the classical two-layer Rayleigh-Taylor instability is considered theoretically and compared with previous experimental results. In particular we consider a two-layer system with an axis of rotation that is…

流体动力学 · 物理学 2016-03-03 Matthew M. Scase , Kyle A. Baldwin , Richard J. A. Hill

The coupling of Reynolds and Rayleigh-Plesset equations has been used in several works to simulate lubricated devices considering cavitation. The numerical strategies proposed so far are variants of a staggered strategy where Reynolds…

流体动力学 · 物理学 2018-06-26 Alfredo Jaramillo , Gustavo C. Buscaglia

Model Predictive Control (MPC) is a widely used technique for managing timevarying systems, supported by extensive theoretical analysis. While theoretical studies employing dynamic regret frameworks have established robust performance…

系统与控制 · 电气工程与系统科学 2025-02-20 Nhat M. Nguyen

This paper investigates adaptive model predictive control (MPC) for a class of constrained linear systems with unknown model parameters. This is also posed as the dual control problem consisting of system identification and regulation. We…

最优化与控制 · 数学 2020-11-24 Kunwu Zhang , Yang Shi

The randomized row method is a popular representative of the iterative algorithm because of its efficiency in solving the overdetermined and consistent systems of linear equations. In this paper, we present an extended randomized multiple…

数值分析 · 数学 2024-11-06 Nian-Ci Wu , Chengzhi Liu , Yatian Wang , Qian Zuo

The multiple scattering theory (MST) is one of the most widely used methods in electronic structure calculations. It features a perfect separation between the atomic configurations and site potentials, and hence provides an efficient way to…

数值分析 · 数学 2021-11-16 Xiaoxu Li , Huajie Chen , Xingyu Gao

We apply a particular form of the inverse scattering theory to turbulent magnetic fluctuations in a plasma. In the present note we develop the theory, formulate the magnetic fluctuation problem in terms of its electrodynamic turbulent…

空间物理 · 物理学 2016-08-30 R. A. Treumann , W. Baumjohann , Y. Narita

In this paper, we consider the obstacle scattering problem for biharmonic equations with a Dirichlet boundary condition in both two and three dimensions. Some basic properties are first derived for the biharmonic scattering solutions, which…

偏微分方程分析 · 数学 2025-10-16 Chengyu Wu , Jiaqing Yang

This paper proposes a novel robust model predictive control (RMPC) method for the stabilization of constrained systems subject to additive disturbance (AD) and multiplicative disturbance (MD). Concentric containers are introduced to…

系统与控制 · 电气工程与系统科学 2024-12-05 Shibo Han , Yuhao Zhang , Xiaotong Shi , Xingwei Zhao