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Distance metric learning is a branch of machine learning that aims to learn distances from the data, which enhances the performance of similarity-based algorithms. This tutorial provides a theoretical background and foundations on this…

机器学习 · 计算机科学 2020-08-20 Juan Luis Suárez-Díaz , Salvador García , Francisco Herrera

We propose a method to simultaneously determine the magnetic centers of multiple quadrupoles in a transport line or a storage ring. The method finds the magnet centers by correcting the orbit shift due to a change of the quadrupole gradient…

加速器物理 · 物理学 2022-03-29 Xiaobiao Huang

Formal definitions of quantities, quantity spaces, dimensions and dimension groups are introduced. Based on these concepts, a theoretical framework and a practical algorithm for dimensional analysis are developed, and examples of…

历史与综述 · 数学 2015-04-20 Dan Jonsson

The paper gives an overview of the particle dynamics in synchrotrons and storage rings. Both, transverse as well as the longitudinal plane are described in linear approximation. The main emphasis is to give an introduction into the basic…

加速器物理 · 物理学 2018-04-25 Bernhard Holzer

Measuring comodules are defined and shown to provide a useful generalization of the set of maps between modules with a broad range of applications. Three applications are described. Connections on bundles are described in terms of measuring…

微分几何 · 数学 2007-05-23 Marjorie Batchelor

We motivate metrology schemes based on topological singularities as a way to build robustness against deformations of the system. In particular, we relate reference settings of metrological systems to topological singularities in the…

Measurement is a fundamental operation in quantum computing and has many important use cases in quantum algorithms. This article provides a comprehensive overview of the basic measurement operations in quantum computing and represents a…

In physics, it is crucial to identify operational measurement procedures to give physical meaning to abstract quantities. There has been significant effort to define time operationally using quantum systems, but the same has not been…

量子物理 · 物理学 2024-05-08 Hui Wang , Flaminia Giacomini , Franco Nori , Miles P. Blencowe

This paper investigates the theoretical foundations of metric learning, focused on three key questions that are not fully addressed in prior work: 1) we consider learning general low-dimensional (low-rank) metrics as well as sparse metrics;…

机器学习 · 统计学 2018-02-07 Lalit Jain , Blake Mason , Robert Nowak

Dimensional analysis is a simple qualitative method for determining essential connections between physical quantities. It is applicable to a multitude of physics problems, many of which canbe introduced early on in a university physics…

物理教育 · 物理学 2016-11-26 Michaela Reichelova , Aba Teleki

Inertial sensors are widely utilized in smartphones, drones, robots, and IoT devices, playing a crucial role in enabling ubiquitous and reliable localization. Inertial sensor-based positioning is essential in various applications, including…

机器人学 · 计算机科学 2024-03-22 Changhao Chen , Xianfei Pan

Metric spaces are a fundamental component of mathematics and have a paramount importance as a framework for measuring distance. They can be found in many different branches of mathematics, such as analysis and topology. This paper offers an…

一般拓扑 · 数学 2025-10-30 Ismail Gemaledin , Iusuf Gemaledin

Surface metrology is the area of engineering concerned with the study of geometric variation in surfaces. This paper explores the potential for modern techniques from spatial statistics to act as generative models for geometric variation in…

应用统计 · 统计学 2022-10-04 Chris. J. Oates , Wilfrid S. Kendall , Liam Fleming

Measuring device is proposed for determining a linear dimension. The device comprises three associated longitudinally moving parts one of which is a scale. The integer part of the device reading is being taken from the standard millimeter…

仪器与探测器 · 物理学 2014-11-25 Zaid A. I. Alsmadi , Ahmad B. B. Badry , Irfan A. Badruddin , T. M. Indra Mahlia

The research field of spatial scientometrics is dedicated to measuring and analyzing science with spatial components (e.g., location, place, mapping). Because of the dynamic nature of this field, researchers from multidisciplinary domains…

数字图书馆 · 计算机科学 2014-06-12 Song Gao

To study the characteristics of synchrotron radiation in magnetic fields of accelerators first the author was necessary to obtain a continuous solutions of Hill's equation. For this purpose the gradient or the components of magnetic field…

加速器物理 · 物理学 2015-06-01 Oleg Shishanin

The setting of metric spaces is very natural for numerous questions concerning manifolds, norms, and fractal sets, and a few of the main ingredients are surveyed here.

度量几何 · 数学 2007-10-26 Stephen Semmes

A number of topics involving metrics and measures are discussed, including some of the special structure associated with ultrametrics.

经典分析与常微分方程 · 数学 2013-06-12 Stephen Semmes

We introduce the notion of dynamical metric order of a continuous map on a compact metric space, study its basic properties, and compute it for several classes of maps. This concept which is a counterpart of the metric mean dimension with…

动力系统 · 数学 2026-04-14 Maria Carvalho , Fagner B. Rodrigues

In previous work, we introduced a method for modeling a configuration of objects in 2D and 3D images using a mathematical "medial/skeletal linking structure." In this paper, we show how these structures allow us to capture positional…

计算机视觉与模式识别 · 计算机科学 2017-06-02 James Damon , Ellen Gasparovic
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