Chapter 9 Symmetries and Transformation Groups
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Tensor-Tensor Products with Invertible Linear Transforms
Tensor-Tensor Products with Invertible Linear Transforms Eric Kernfelda, Misha Kilmera, Shuchin Aeronb aDepartment of Mathematics, Tufts University, Medford, MA bDepartment of Electrical and Computer Engineering, Tufts University, Medford, MA Abstract Research in tensor representation and analysis has been rising in popularity in direct response to a) the increased ability of data collection systems to store huge volumes of multidimensional data and b) the recognition of potential modeling accuracy that can be provided by leaving the data and/or the operator in its natural, multidi- mensional form. In comparison to matrix theory, the study of tensors is still in its early stages. In recent work [1], the authors introduced the notion of the t-product, a generalization of matrix multiplication for tensors of order three, which can be extended to multiply tensors of arbitrary order [2]. The multiplication is based on a convolution-like operation, which can be implemented efficiently using the Fast Fourier Transform (FFT). The corresponding linear algebraic framework from the original work was further developed in [3], and it allows one to elegantly generalize all classical algorithms from linear algebra. In the first half of this paper, we develop a new tensor-tensor product for third-order tensors that can be implemented by us- ing a discrete cosine transform, showing that a similar linear algebraic framework applies to this new tensor operation as well. The second half of the paper is devoted to extending this development in such a way that tensor-tensor products can be de- fined in a so-called transform domain for any invertible linear transform. -
The Pattern Calculus for Tensor Operators in Quantum Groups Mark Gould and L
The pattern calculus for tensor operators in quantum groups Mark Gould and L. C. Biedenharn Citation: Journal of Mathematical Physics 33, 3613 (1992); doi: 10.1063/1.529909 View online: http://dx.doi.org/10.1063/1.529909 View Table of Contents: http://scitation.aip.org/content/aip/journal/jmp/33/11?ver=pdfcov Published by the AIP Publishing Articles you may be interested in Irreducible tensor operators in the regular coaction formalisms of compact quantum group algebras J. Math. Phys. 37, 4590 (1996); 10.1063/1.531643 Tensor operators for quantum groups and applications J. Math. Phys. 33, 436 (1992); 10.1063/1.529833 Tensor operators of finite groups J. Math. Phys. 14, 1423 (1973); 10.1063/1.1666196 On the structure of the canonical tensor operators in the unitary groups. I. An extension of the pattern calculus rules and the canonical splitting in U(3) J. Math. Phys. 13, 1957 (1972); 10.1063/1.1665940 Irreducible tensor operators for finite groups J. Math. Phys. 13, 1892 (1972); 10.1063/1.1665928 Reuse of AIP Publishing content is subject to the terms: https://publishing.aip.org/authors/rights-and-permissions. Downloaded to IP: 130.102.42.98 On: Thu, 29 Sep 2016 02:42:08 The pattern calculus for tensor operators in quantum groups Mark Gould Department of Applied Mathematics, University of Queensland,St. Lucia, Queensland,Australia 4072 L. C. Biedenharn Department of Physics, Duke University, Durham, North Carolina 27706 (Received 28 February 1992; accepted for publication 1 June 1992) An explicit algebraic evaluation is given for all q-tensor operators (with unit norm) belonging to the quantum group U&(n)) and having extremal operator shift patterns acting on arbitrary U&u(n)) irreps. -
The Dirac Equation
The Dirac Equation Asaf Pe’er1 February 11, 2014 This part of the course is based on Refs. [1], [2] and [3]. 1. Introduction So far we have only discussed scalar fields, such that under a Lorentz transformation ′ ′ xµ xµ = λµ xν the field transforms as → ν φ(x) φ′(x)= φ(Λ−1x). (1) → We have seen that quantization of such fields gives rise to spin 0 particles. However, in the framework of the standard model there is only one spin-0 particle known in nature: the Higgs particle. Most particles in nature have an intrinsic angular momentum, or spin. To describe particles with spin, we are going to look at fields which themselves transform non-trivially under the Lorentz group. In this chapter we will describe the Dirac equation, whose quantization gives rise to Fermionic spin 1/2 particles. To motivate the Dirac equation, we will start by studying the appropriate representation of the Lorentz group. 2. The Lorentz group, its representations and generators The first thing to realize is that the set of all possible Lorentz transformations form what is known in mathematics as group. By definition, a group G is defined as a set of objects, or operators (known as the elements of G) that may be combined, or multiplied, to form a well-defined product in G which satisfy the following conditions: 1. Closure: If a and b are two elements of G, then the product ab is also an element of G. 1Physics Dep., University College Cork –2– 2. The multiplication is associative: (ab)c = a(bc). -
Introductory Lectures on Quantum Field Theory
Introductory Lectures on Quantum Field Theory a b L. Álvarez-Gaumé ∗ and M.A. Vázquez-Mozo † a CERN, Geneva, Switzerland b Universidad de Salamanca, Salamanca, Spain Abstract In these lectures we present a few topics in quantum field theory in detail. Some of them are conceptual and some more practical. They have been se- lected because they appear frequently in current applications to particle physics and string theory. 1 Introduction These notes are based on lectures delivered by L.A.-G. at the 3rd CERN–Latin-American School of High- Energy Physics, Malargüe, Argentina, 27 February–12 March 2005, at the 5th CERN–Latin-American School of High-Energy Physics, Medellín, Colombia, 15–28 March 2009, and at the 6th CERN–Latin- American School of High-Energy Physics, Natal, Brazil, 23 March–5 April 2011. The audience on all three occasions was composed to a large extent of students in experimental high-energy physics with an important minority of theorists. In nearly ten hours it is quite difficult to give a reasonable introduction to a subject as vast as quantum field theory. For this reason the lectures were intended to provide a review of those parts of the subject to be used later by other lecturers. Although a cursory acquaintance with the subject of quantum field theory is helpful, the only requirement to follow the lectures is a working knowledge of quantum mechanics and special relativity. The guiding principle in choosing the topics presented (apart from serving as introductions to later courses) was to present some basic aspects of the theory that present conceptual subtleties. -
Arxiv:2012.13347V1 [Physics.Class-Ph] 15 Dec 2020
KPOP E-2020-04 Bra-Ket Representation of the Inertia Tensor U-Rae Kim, Dohyun Kim, and Jungil Lee∗ KPOPE Collaboration, Department of Physics, Korea University, Seoul 02841, Korea (Dated: June 18, 2021) Abstract We employ Dirac's bra-ket notation to define the inertia tensor operator that is independent of the choice of bases or coordinate system. The principal axes and the corresponding principal values for the elliptic plate are determined only based on the geometry. By making use of a general symmetric tensor operator, we develop a method of diagonalization that is convenient and intuitive in determining the eigenvector. We demonstrate that the bra-ket approach greatly simplifies the computation of the inertia tensor with an example of an N-dimensional ellipsoid. The exploitation of the bra-ket notation to compute the inertia tensor in classical mechanics should provide undergraduate students with a strong background necessary to deal with abstract quantum mechanical problems. PACS numbers: 01.40.Fk, 01.55.+b, 45.20.dc, 45.40.Bb Keywords: Classical mechanics, Inertia tensor, Bra-ket notation, Diagonalization, Hyperellipsoid arXiv:2012.13347v1 [physics.class-ph] 15 Dec 2020 ∗Electronic address: [email protected]; Director of the Korea Pragmatist Organization for Physics Educa- tion (KPOP E) 1 I. INTRODUCTION The inertia tensor is one of the essential ingredients in classical mechanics with which one can investigate the rotational properties of rigid-body motion [1]. The symmetric nature of the rank-2 Cartesian tensor guarantees that it is described by three fundamental parameters called the principal moments of inertia Ii, each of which is the moment of inertia along a principal axis. -
What Is the Dirac Equation?
What is the Dirac equation? M. Burak Erdo˘gan ∗ William R. Green y Ebru Toprak z July 15, 2021 at all times, and hence the model needs to be first or- der in time, [Tha92]. In addition, it should conserve In the early part of the 20th century huge advances the L2 norm of solutions. Dirac combined the quan- were made in theoretical physics that have led to tum mechanical notions of energy and momentum vast mathematical developments and exciting open operators E = i~@t, p = −i~rx with the relativis- 2 2 2 problems. Einstein's development of relativistic the- tic Pythagorean energy relation E = (cp) + (E0) 2 ory in the first decade was followed by Schr¨odinger's where E0 = mc is the rest energy. quantum mechanical theory in 1925. Einstein's the- Inserting the energy and momentum operators into ory could be used to describe bodies moving at great the energy relation leads to a Klein{Gordon equation speeds, while Schr¨odinger'stheory described the evo- 2 2 2 4 lution of very small particles. Both models break −~ tt = (−~ ∆x + m c ) : down when attempting to describe the evolution of The Klein{Gordon equation is second order, and does small particles moving at great speeds. In 1927, Paul not have an L2-conservation law. To remedy these Dirac sought to reconcile these theories and intro- shortcomings, Dirac sought to develop an operator1 duced the Dirac equation to describe relativitistic quantum mechanics. 2 Dm = −ic~α1@x1 − ic~α2@x2 − ic~α3@x3 + mc β Dirac's formulation of a hyperbolic system of par- tial differential equations has provided fundamental which could formally act as a square root of the Klein- 2 2 2 models and insights in a variety of fields from parti- Gordon operator, that is, satisfy Dm = −c ~ ∆ + 2 4 cle physics and quantum field theory to more recent m c . -
Dirac Equation - Wikipedia
Dirac equation - Wikipedia https://en.wikipedia.org/wiki/Dirac_equation Dirac equation From Wikipedia, the free encyclopedia In particle physics, the Dirac equation is a relativistic wave equation derived by British physicist Paul Dirac in 1928. In its free form, or including electromagnetic interactions, it 1 describes all spin-2 massive particles such as electrons and quarks for which parity is a symmetry. It is consistent with both the principles of quantum mechanics and the theory of special relativity,[1] and was the first theory to account fully for special relativity in the context of quantum mechanics. It was validated by accounting for the fine details of the hydrogen spectrum in a completely rigorous way. The equation also implied the existence of a new form of matter, antimatter, previously unsuspected and unobserved and which was experimentally confirmed several years later. It also provided a theoretical justification for the introduction of several component wave functions in Pauli's phenomenological theory of spin; the wave functions in the Dirac theory are vectors of four complex numbers (known as bispinors), two of which resemble the Pauli wavefunction in the non-relativistic limit, in contrast to the Schrödinger equation which described wave functions of only one complex value. Moreover, in the limit of zero mass, the Dirac equation reduces to the Weyl equation. Although Dirac did not at first fully appreciate the importance of his results, the entailed explanation of spin as a consequence of the union of quantum mechanics and relativity—and the eventual discovery of the positron—represents one of the great triumphs of theoretical physics. -
5 the Dirac Equation and Spinors
5 The Dirac Equation and Spinors In this section we develop the appropriate wavefunctions for fundamental fermions and bosons. 5.1 Notation Review The three dimension differential operator is : ∂ ∂ ∂ = , , (5.1) ∂x ∂y ∂z We can generalise this to four dimensions ∂µ: 1 ∂ ∂ ∂ ∂ ∂ = , , , (5.2) µ c ∂t ∂x ∂y ∂z 5.2 The Schr¨odinger Equation First consider a classical non-relativistic particle of mass m in a potential U. The energy-momentum relationship is: p2 E = + U (5.3) 2m we can substitute the differential operators: ∂ Eˆ i pˆ i (5.4) → ∂t →− to obtain the non-relativistic Schr¨odinger Equation (with = 1): ∂ψ 1 i = 2 + U ψ (5.5) ∂t −2m For U = 0, the free particle solutions are: iEt ψ(x, t) e− ψ(x) (5.6) ∝ and the probability density ρ and current j are given by: 2 i ρ = ψ(x) j = ψ∗ ψ ψ ψ∗ (5.7) | | −2m − with conservation of probability giving the continuity equation: ∂ρ + j =0, (5.8) ∂t · Or in Covariant notation: µ µ ∂µj = 0 with j =(ρ,j) (5.9) The Schr¨odinger equation is 1st order in ∂/∂t but second order in ∂/∂x. However, as we are going to be dealing with relativistic particles, space and time should be treated equally. 25 5.3 The Klein-Gordon Equation For a relativistic particle the energy-momentum relationship is: p p = p pµ = E2 p 2 = m2 (5.10) · µ − | | Substituting the equation (5.4), leads to the relativistic Klein-Gordon equation: ∂2 + 2 ψ = m2ψ (5.11) −∂t2 The free particle solutions are plane waves: ip x i(Et p x) ψ e− · = e− − · (5.12) ∝ The Klein-Gordon equation successfully describes spin 0 particles in relativistic quan- tum field theory. -
On the “Equivalence” of the Maxwell and Dirac Equations
On the “equivalence” of the Maxwell and Dirac equations Andre´ Gsponer1 Document ISRI-01-07 published in Int. J. Theor. Phys. 41 (2002) 689–694 It is shown that Maxwell’s equation cannot be put into a spinor form that is equivalent to Dirac’s equation. First of all, the spinor ψ in the representation F~ = ψψ~uψ of the electromagnetic field bivector depends on only three independent complex components whereas the Dirac spinor depends on four. Second, Dirac’s equation implies a complex structure specific to spin 1/2 particles that has no counterpart in Maxwell’s equation. This complex structure makes fermions essentially different from bosons and therefore insures that there is no physically meaningful way to transform Maxwell’s and Dirac’s equations into each other. Key words: Maxwell equation; Dirac equation; Lanczos equation; fermion; boson. 1. INTRODUCTION The conventional view is that spin 1 and spin 1/2 particles belong to distinct irreducible representations of the Poincaré group, so that there should be no connection between the Maxwell and Dirac equations describing the dynamics of arXiv:math-ph/0201053v2 4 Apr 2002 these particles. However, it is well known that Maxwell’s and Dirac’s equations can be written in a number of different forms, and that in some of them these equations look very similar (e.g., Fushchich and Nikitin, 1987; Good, 1957; Kobe 1999; Moses, 1959; Rodrigues and Capelas de Oliviera, 1990; Sachs and Schwebel, 1962). This has lead to speculations on the possibility that these similarities could stem from a relationship that would be not merely formal but more profound (Campolattaro, 1990, 1997), or that in some sense Maxwell’s and Dirac’s equations could even be “equivalent” (Rodrigues and Vaz, 1998; Vaz and Rodrigues, 1993, 1997). -
WEYL SPINORS and DIRAC's ELECTRON EQUATION C William O
WEYL SPINORS AND DIRAC’SELECTRON EQUATION c William O. Straub, PhD Pasadena, California March 17, 2005 I’ve been planning for some time now to provide a simplified write-up of Weyl’s seminal 1929 paper on gauge invariance. I’m still planning to do it, but since Weyl’s paper covers so much ground I thought I would first address a discovery that he made kind of in passing that (as far as I know) has nothing to do with gauge-invariant gravitation. It involves the mathematical objects known as spinors. Although Weyl did not invent spinors, I believe he was the first to explore them in the context of Dirac’srelativistic electron equation. However, without a doubt Weyl was the first person to investigate the consequences of zero mass in the Dirac equation and the implications this has on parity conservation. In doing so, Weyl unwittingly anticipated the existence of a particle that does not respect the preservation of parity, an unheard-of idea back in 1929 when parity conservation was a sacred cow. Following that, I will use this opportunity to derive the Dirac equation itself and talk a little about its role in particle spin. Those of you who have studied Dirac’s relativistic electron equation may know that the 4-component Dirac spinor is actually composed of two 2-component spinors that Weyl introduced to physics back in 1929. The Weyl spinors have unusual parity properties, and because of this Pauli was initially very critical of Weyl’sanalysis because it postulated massless fermions (neutrinos) that violated the then-cherished notion of parity conservation. -
THE DIRAC OPERATOR 1. First Properties 1.1. Definition. Let X Be A
THE DIRAC OPERATOR AKHIL MATHEW 1. First properties 1.1. Definition. Let X be a Riemannian manifold. Then the tangent bundle TX is a bundle of real inner product spaces, and we can form the corresponding Clifford bundle Cliff(TX). By definition, the bundle Cliff(TX) is a vector bundle of Z=2-graded R-algebras such that the fiber Cliff(TX)x is just the Clifford algebra Cliff(TxX) (for the inner product structure on TxX). Definition 1. A Clifford module on X is a vector bundle V over X together with an action Cliff(TX) ⊗ V ! V which makes each fiber Vx into a module over the Clifford algebra Cliff(TxX). Suppose now that V is given a connection r. Definition 2. The Dirac operator D on V is defined in local coordinates by sending a section s of V to X Ds = ei:rei s; for feig a local orthonormal frame for TX and the multiplication being Clifford multiplication. It is easy to check that this definition is independent of the coordinate system. A more invariant way of defining it is to consider the composite of differential operators (1) V !r T ∗X ⊗ V ' TX ⊗ V,! Cliff(TX) ⊗ V ! V; where the first map is the connection, the second map is the isomorphism T ∗X ' TX determined by the Riemannian structure, the third map is the natural inclusion, and the fourth map is Clifford multiplication. The Dirac operator is clearly a first-order differential operator. We can work out its symbol fairly easily. The symbol1 of the connection r is ∗ Sym(r)(v; t) = iv ⊗ t; v 2 Vx; t 2 Tx X: All the other differential operators in (1) are just morphisms of vector bundles. -
P-Dirac Operators Craig A. Nolder Department of Mathematics, Florida State University, Tallahassee, Florida 32306-4510, USA
p-Dirac Operators Craig A. Nolder Department of Mathematics, Florida State University, Tallahassee, Florida 32306-4510, USA and John Ryan Department of Mathematics, University of Arkansas, Fayetteville, AR 72701, USA Abstract We introduce non-linear Dirac operators in Rn associated to the p-harmonic equation and we extend to other contexts including spin manifolds and the sphere. 1 Introduction Associated to each type of Laplacian one usually sees a first order lineariza- tion, to a Dirac operator. For instance associated to the Laplacian in Rn is the euclidean Dirac operator arising in Clifford analysis. For the Laplace- Beltrami operator associated to a Riemannian manifold there is the Hodge- Dirac operator d + d!, where d is the exterior derivative and d! is the Hodge codifferential which is the formal adjoint to d. Further, in reverse order, to the Atiyah-Singer-Dirac operator on a spin manifold there is the spinorial Laplacian. Also on Sn one has a conformal Dirac operator and the conformal Laplacian. See for instance [3, 5, 9, 11] for details. Besides the Laplacian in Rn there are also the non-linear operators re- ferred to as p-Laplacians. See for instance [7, 8, 10]. Despite being non-linear these second order operators posses properties very similar to the usual Lapla- cian in euclidean space. Further when p = 2 this operator corresponds to the usual Laplacian in euclidean space. Here we shall introduce a first order nonlinear differential operator which in the case p = 2 coincides with the euclidean Dirac operator. The confor- mal covariance of these operators are established.