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相关论文: Quaternions in molecular modeling

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This paper presents an experimental study on the application of quaternions in several machine learning algorithms. Quaternion is a mathematical representation of rotation in three-dimensional space, which can be used to represent complex…

机器学习 · 计算机科学 2023-08-07 Tianlei Zhu , Renzhe Zhu

The attitude space has been parameterized in various ways for practical purposes. Different representations gain preferences over others based on their intuitive understanding, ease of implementation, formulaic simplicity, and physical as…

系统与控制 · 计算机科学 2017-08-30 Hardik Parwana , Mangal Kothari

Numerous attempts have been made to replicate the success of complex-valued algebra in engineering and science to other hypercomplex domains such as quaternions, tessarines, biquaternions, and octonions. Perhaps, none have matched the…

机器学习 · 统计学 2026-03-13 Sayed Pouria Talebi , Clive Cheong Took

In this paper, we present some applications of quaternions and octonions. We present the real matrix representations for complex octonions and some of their properties which can be used in computations where these elements are involved.…

环与代数 · 数学 2017-12-27 Cristina Flaut

The purpose of this effort is to investigate if the use of quaternion mathematics can be used to better model and simulate the electromagnetic fields that occur from moving electromagnetic charges. One observed deficiency with the commonly…

经典物理 · 物理学 2022-09-30 Matthew David Marko , Joe Schaff

This paper describes the passage of light through a system of waveplates mathematically in terms of quaternions, an extension of the complex numbers, instead of the more usual Jones vectors and Jones matrices. Both the light beam and the…

信号处理 · 电气工程与系统科学 2026-03-27 Michael G. Taylor

Transformations in the field of computer graphics and geometry are one of the most important concepts for efficient manipulation and control of objects in 2-dimensional and 3-dimensional space. Transformations take many forms each with…

计算几何 · 计算机科学 2023-03-24 Benjamin Kenwright

This article is an exhaustive revision of concepts and formulas related to quaternions and rotations in 3D space, and their proper use in estimation engines such as the error-state Kalman filter. The paper includes an in-depth study of the…

机器人学 · 计算机科学 2017-11-08 Joan Solà

This article considers the problem of designing adaption and optimisation techniques for training quantum learning machines. To this end, the division algebra of quaternions is used to derive an effective model for representing computation…

量子物理 · 物理学 2025-05-09 Sayed Pouria Talebi , Clive Cheong Took , Danilo P. Mandic

Dual quaternion algebra and its application to robotics have gained considerable interest in the last two decades. Dual quaternions have great geometric appeal and easily capture physical phenomena inside an algebraic framework that is…

机器人学 · 计算机科学 2020-07-28 Bruno Vilhena Adorno , Murilo Marques Marinho

As an expansion of complex numbers, the quaternions show close relations to numerous physically fundamental concepts. In spite of that, the didactic potential provided by quaternion interrelationships in formulating physical laws are hardly…

物理教育 · 物理学 2007-05-23 Martin Erik Horn

We construct the quaternion algebra [10] "geometrically" by a three dimensional analogue of the classic two dimensional geometric description of the complex field. The algebraic description of the multiplication operation in three…

环与代数 · 数学 2010-12-13 Bob Palais

Over the past few years, the applications of dual-quaternions have not only developed in many different directions but has also evolved in exciting ways in several areas. As dual-quaternions offer an efficient and compact symbolic form with…

最优化与控制 · 数学 2023-03-28 Benjamin Kenwright

The review of modern study of algebraic, geometric and differential properties of quaternionic (Q) numbers with their applications. Traditional and "tensor" formulation of Q-units with their possible representations are discussed and groups…

数学物理 · 物理学 2007-05-23 A. P. Yefremov

Quaternions, discovered by Sir William Rowan Hamilton in the 19th century, are a significant extension of complex numbers and a profound tool for understanding three-dimensional rotations. This work explores the quaternion's history,…

From their inception, quaternions and their division algebra have proven to be advantageous in modelling rotation/orientation in three-dimensional spaces and have seen use from the initial formulation of electromagnetic filed theory through…

Objects' rigid motions in 3D space are described by rotations and translations of a highly-correlated set of points, each with associated $x,y,z$ coordinates that real-valued networks consider as separate entities, losing information.…

人工智能 · 计算机科学 2023-10-12 Guilherme Vieira , Eleonora Grassucci , Marcos Eduardo Valle , Danilo Comminiello

By using complex quaternion, which is the system of quaternion representation extended to complex numbers, we show that the laws of electromagnetism can be expressed much more simply and concisely. We also derive the quaternion…

经典物理 · 物理学 2019-06-12 I. K. Hong , C. S. Kim

We explain the use of dual quaternions to represent poses, twists, and wrenches.

机器人学 · 计算机科学 2025-05-19 Stephen Montgomery-Smith , Cecil Shy

An involution is usually defined as a mapping that is its own inverse. In this paper, we study quaternion involutions that have the additional properties of distribution over addition and multiplication. We review formal axioms for such…

环与代数 · 数学 2007-06-13 Todd A. Ell , Stephen J. Sangwine
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