Sum of Squares Manifolds: the Expressibility of the Laplace–Beltrami Operator on Pseudo-Riemannian Manifolds As a Sum of Squares of Vector Fields

Total Page:16

File Type:pdf, Size:1020Kb

Sum of Squares Manifolds: the Expressibility of the Laplace–Beltrami Operator on Pseudo-Riemannian Manifolds As a Sum of Squares of Vector Fields TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 350, Number 10, October 1998, Pages 3943{3966 S 0002-9947(98)02016-9 SUM OF SQUARES MANIFOLDS: THE EXPRESSIBILITY OF THE LAPLACE{BELTRAMI OPERATOR ON PSEUDO-RIEMANNIAN MANIFOLDS AS A SUM OF SQUARES OF VECTOR FIELDS WILFRIED H. PAUS To my aunt Ingrid S. Keller Abstract. In this paper, we investigate under what circumstances the La- place–Beltrami operator on a pseudo-Riemannian manifold can be written as a sum of squares of vector fields, as is naturally the case in Euclidean space. We show that such an expression exists globally on one-dimensional man- ifolds and can be found at least locally on any analytic pseudo-Riemannian manifold of dimension greater than two. For two-dimensional manifolds this is possible if and only if the manifold is flat. These results are achieved by formulating the problem as an exterior dif- ferential system and applying the Cartan–K¨ahler theorem to it. 1. Introduction We study an n-dimensional real pseudo-Riemannian (sometimes called semi- Riemannian) manifold (that is, a pair ( ,g) of a differential manifold and its metric g) and a symmetric nondegenerateM (0,2)-tensor field on of constantM index. The central object of our investigation will be the Laplace–BeltramiM operator on such a manifold. 1.1. Notation and preliminaries. Arbitrary (open) subsets of a differential man- ifold are denoted by . The tangent space at p is always indicated by Tp ; M U ∈U U similarly we write Tp∗ for its dual. We also use the usual notation X( )forthe set of vector fields on U and write Ωr( ) for the set of differential r-formsU defined there. The neutral element;U in these andU other sets are denoted by 0 if the objects being considered are R-valued (e.g., numbers, functions) and by O if the objects have components (e.g., vector fields, matrices, differential forms). By the letter , we denote an open subset of the manifold which admits a local V n coordinate system x : R :q (x1(q),...,xn(q)). On such a set, we use V−→ 7→ Received by the editors December 30, 1996. 1991 Mathematics Subject Classification. Primary 58G03; Secondary 58A15, 53C21. Key words and phrases. Differential geometry, pseudo-Riemannian manifolds, the Laplace– Beltrami operator, exterior differential systems, Cartan–K¨ahler theory. This work was made possible through funding from the Australian Department of Employ- ment, Education and Training (OPRS), the Deutscher Akademischer Austauschdienst of Germany, the Australian Research Council Grant “Differential and Integral Operators”, and the Deutsche Forschungsgemeinschaft. c 1998 American Mathematical Society 3943 License or copyright restrictions may apply to redistribution; see https://www.ams.org/journal-terms-of-use 3944 WILFRIED H. PAUS the standard matrix representation of any pseudo-Riemannian metric g on with M respect to the canonical corresponding vector fields @ by writing @xi i ∂ ∂ G := (g ):= g , ij ∂x ∂x i j to obtain a matrix-valued mapping G from into the set of real invertible symmetric V 1 ij matrices. For the mapping from onto the inverse of G,wewriteG− =: (g ), n ij V i. e., j=1 g gjk = δik, the Kronecker delta. We use to denote the covariant derivatives on ( ,g). In order to perform covariantP differentiation∇ a certain level of regularity isM required, so we assume all vector fields and differential forms appearing in this paper to be at least once differentiable. We demand the same of the pseudo-Riemannian metric. Let us clarify the use of covariant differentiation. For any vector field X X( ) ∈ M the operator X denotes the pseudo-Riemannian connection acting on X( )as ∇ M usual (see [11], Chap. I, 9). Moreover, we consider X as a derivation on the Grassmann algebra of alternating§ differential forms with∇ the pointwise definition r (1.1) ( X σ)(Z ,...,Zr):=X(σ(Z ,...,Zr)) σ (Z ,..., XZi,...,Zr) ∇ 1 1 − 1 ∇ i=1 X r for all X, Z ,...,Zr X( )andanyr-form σ Ω ( ) (see [14], Chap. VIII, 1). 1 ∈ M ∈ M § In contrast to some references (e.g., [8]), we follow [25] by regarding X σ as an r-form when carrying out further covariant differentiation, i.e., for the second-order∇ covariant derivatives we set 2 r (1.2) XY σ = X Y σ XYσ for all X, Y X( )andσ Ω( ) ∇ ∇ ∇ −∇∇ ∈ M ∈ M with ( Y X σ)(Z1,...,Zr):=Y(( X σ)(Z1,...,Zr)) ∇ ∇ r∇ ( X σ)(Z ,..., Y Zj,...,Zr) − ∇ 1 ∇ i=1 X for all X, Y, Z1,...,Zr X( ), in conformity with (1.1). This is, however, just a matter of notation. ∈ M In the sequel we frequently utilise collections of vector fields X1,...,Xn X( ) defined on some subset of an n-dimensional differential manifold, which∈ formU U pointwise bases of the tangent spaces, i. e., where (Xi p)i is a basis of Tp for | U every p in . As is customary, we refer to such a list (Xi)i as a frame. Recall in this connectionU that a differential manifold is called parallelisable if and only if it admits a frame. The presence of a pseudo-Riemannian metric on a differential manifold leads to the notion of orthonormality on the tangent spaces. We recall a few definitions and facts in this connection (see, e.g., [17]). Definition 1.1. Let be an open subset of a pseudo-Riemannian manifold ( ,g) U M of dimension n. A list (Yi)i of n vector fields is, or the vector fields themselves are, called g-orthonormal if g(Yi,Yj)=jδij with j := g(Yj ,Yj)= 1 for all i, j =1,...,n. ± License or copyright restrictions may apply to redistribution; see https://www.ams.org/journal-terms-of-use SUM OF SQUARES MANIFOLDS 3945 The n-tuple (1,...,n) is usually called the signature of g (with respect to (Yi)i). The number of negative signs in a signature is the same for any choice of g-orthonormal vector fields, and is referred to as the index of the manifold. In the case of index 0 the pseudo-Riemannian metric g is positive definite and the prefix “pseudo” in all of the above is omitted. It is a well-known fact that one can construct locally a list of g-orthonormal vector fields on any pseudo-Riemannian manifold. In the Riemannian case this is even true globally, provided the manifold is parallelisable. Analogously we call a collection of differential 1-forms ω1,...,ωn on an open subset of a differential manifold a coframe if the list (ωk p)k formsabasisof U | T∗ for every p in . For every frame (Xi)i there exists a unique dual coframe pU U (ωk)k which is determined by the relation ωk(p)(Xi p)=δik for all i, k =1,...,n and every p in | U and vice versa. A coframe is called g-orthonormal if and only if its dual vector fields have this property. Remark 1.2. To express the property of g-orthonormality of (Yi) in terms of local coordinates (xi)i on some open subset ,write V⊆U n ∂ Yi = bij for all i =1,...,n. ∂xj j=1 X Then we have the following condition for the coefficients bij of these vector fields: n ∂ n ∂ n jδij = g (Yi,Yj)=g bik , bjl = bikbjlgkl. ∂xk ∂xl k l ! k;l X=1 X=1 X=1 Denoting B := (bij ), this identity reads, in matrix form, 1 J = B • G • B∗ or, equivalently, G− = B∗ • J • B, where we denote the standard matrix multiplication by • .HereJis the signa- 1 ture matrix associated with (Yi)i, i.e., J := (j δij )=J∗ =J− , which contains precisely as many minus signs on its main diagonal as the index of the manifold. 1.2. The Laplace{Beltrami operator. We deal with differential operators on a pseudo-Riemannian manifold ( ,g), in particular the Laplace–Beltrami operator M (1.3) ∆:=div grad . Here (1.4) g(grad f,X):=Xf and n (1.5) div X = ig ( Y X, Yi) , ∇ i i=1 X in either case for all X X( ), where (Yi)i is an arbitrary g-orthonormal frame ∈ M of signature (1,...,n) given locally on . With respect to local coordinates the Laplace–Beltrami operator (Laplacian forM short) is given by 1 n ∂ n ∂ (1.6) ∆= gij det G . ∂xj | |·∂xi det G j=1 i=1 ! | | X X p p License or copyright restrictions may apply to redistribution; see https://www.ams.org/journal-terms-of-use 3946 WILFRIED H. PAUS Alternatively, one has n ij 2 ∆= g @ @ ∇ @xi @xj i;j=1 X with respect to covariant derivatives (cf. [8], 26). Recalling the definition of the n § Laplacian on R n ∂2 ∆ n = , R ∂x2 i=1 i X we may describe its structure by the following three properties: 2 n (i) ∆Rn is symmetric on the Lebesgue space L (R ) of square- integrable real-valued functions on Rn equipped with the usual 2 n 2 n inner product L (R ) L (R ) R :(f,g) n fg, (1.7) × → 7→ R (ii) ∆Rn can be written as a sum of squares of linear first-order differ- ential operators, and R (iii) these operators commute. Hence it is a natural question to ask whether the Laplacian on (and thus M on any (open) subset ) has similar features when we replace Rn by in the above. The first ofU⊆M these properties follows from the definition (1.3) ofM ∆ as a“div grad ” operator. Indeed, as in Rn, one has Green’s formula, which implies that the Laplace–Beltrami operator is symmetric (see [4] Theorem 3.18).
Recommended publications
  • Stability of Ricci-Flat Spaces and Singularities in 4D Ricci Flow
    DISS. ETH NO. 20385 Stability of Ricci-flat Spaces and Singularities in 4d Ricci Flow A dissertation submitted to ETH ZURICH for the degree of Doctor of Sciences presented by Robert Haslhofer MSc ETH Mathematics born January 17, 1984 citizen of Austria accepted on the recommendation of Prof. Dr. Tom Ilmanen, examiner Prof. Dr. Michael Struwe, co-examiner Prof. Dr. Gerhard Huisken, co-examiner 2012 Abstract In this thesis, we describe some closely related results on Ricci curvature and Ricci flow that we obtained during the last couple of years. In Chapter 1, we discuss the formation of singularities in higher-dimensional Ricci flow without pointwise curvature assumptions. We prove that the space of singularity mod- els with bounded entropy and locally bounded energy is orbifold-compact in arbitrary dimensions. In dimension four, a delicate localized Gauss-Bonnet estimate even allows us to drop the assumption on energy in favor of (essentially) an upper bound for the Euler characteristic. These results form one of the highlights of this thesis and have been obtained in a joint work with Reto M¨uller. In Chapter 2, we investigate the stability of compact Ricci-flat metrics (under the tech- nical assumption that all infinitesimal Ricci-flat deformations are integrable). We prove aLojasiewicz-Simon inequality for Perelman's λ-functional and establish a transver- sality estimate that shows that the Ricci flow does not move excessively in gauge directions. As consequences, we obtain a rigidiy result, a new proof of Sesum's dy- namical stability theorem for the Ricci flow and, as a sharp complement, a dynamical instability theorem.
    [Show full text]
  • Introduction to Flat Manifolds
    Introduction to flat manifolds Andrzej Szczepanski´ University of Gdansk,´ Poland Geometry Days in Novosibirsk September 21-24, 2016 Introduction to flat manifolds A. Szczepanski´ Crystallographic groups n Let R be n-dimensional Euclidean space, with isometry group n E(n) = O(n) n R : Definition Γ is a crystallographic group of rank n iff it is a discrete and cocompact subgroup of E(n): A Bieberbach group is a torsion free crystallographic group. Introduction to flat manifolds A. Szczepanski´ Basic properties Theorem (Bieberbach, 1910) I If Γ is a crystallographic group of dimension n, then the set of all translations of Γ is a maximal abelian subgroup of a finite index. I There is only a finite number of isomorphic classes of crystallographic groups of dimension n: I Two crystallographic groups of dimension n are isomorphic if and only if there are conjugate in the group affine n transformations A(n) = GL(n; R) n R : Introduction to flat manifolds A. Szczepanski´ Pure abstract point of view Theorem (Zassenhaus, 1947) A group Γ is a crystallographic group of dimension n if and only if, it has a normal maximal abelian n subgroup Z of a finite index. Introduction to flat manifolds A. Szczepanski´ Holonomy representation Definition Let Γ be a crystallographic group of dimension n with n translations subgroup A ' Z : A finite group Γ=A = G we shall call a holonomy group of Γ: n n Let (A; a) 2 E(n) and x 2 R : Γ acts on R in the following way: (A; a)(x) = Ax + a: Introduction to flat manifolds A.
    [Show full text]
  • CHAPTER 6: RICCI FLOW Contents 1. the Hamilton–Perelman Program
    CHAPTER 6: RICCI FLOW DANNY CALEGARI Abstract. These are notes on Ricci Flow on 3-Manifolds after Hamilton and Perelman, which are being transformed into Chapter 6 of a book on 3-Manifolds. These notes are based on a graduate course taught at the University of Chicago in Fall 2019. Contents 1. The Hamilton–Perelman program1 2. Mean curvature flow: a comparison8 3. Curvature evolution and pinching 15 4. Singularities and Limits 33 5. Perelman’s monotone functionals 41 6. The Geometrization Conjecture 54 7. Acknowledgments 61 References 61 1. The Hamilton–Perelman program In this section we give a very informal overview of the Hamilton–Perelman program proving the Poincaré Conjecture and the Geometrization Conjecture for 3-manifolds. 1.1. What is Ricci flow? There’s lots of different ways to answer this question, depending on the point you want to emphasize. There’s no getting around the precision and economy of a formula, but for now let’s see how far we can get with mostly words. First of all, what is curvature? To be differentiable is to have a good linear approximation at each point: the derivative. To be smooth is for successive derivatives to be themselves differentiable; for example, the deviation of a smooth function from its derivative has a good quadratic approximation at each point: the Hessian. A Riemannian manifold is a space which is Euclidean (i.e. flat) to first order. Riemannian manifolds are smooth, so there is a well-defined second order deviation from flatness, and that’s Curvature. In Euclidean space of dimension n a ball of radius r has volume rn times a (dimension dependent) constant.
    [Show full text]
  • Group-Theoretical Aspects of Orbifold and Conifold Guts
    Nuclear Physics B 670 (2003) 3–26 www.elsevier.com/locate/npe Group-theoretical aspects of orbifold and conifold GUTs Arthur Hebecker, Michael Ratz Deutsches Elektronen-Synchrotron, Notkestrasse 85, D-22603 Hamburg, Germany Received 13 June 2003; accepted 28 July 2003 Abstract Motivated by the simplicity and direct phenomenological applicability of field-theoretic orbifold constructions in the context of grand unification, we set out to survey the immensely rich group- theoretical possibilities open to this type of model building. In particular, we show how every maximal-rank, regular subgroup of a simple Lie group can be obtained by orbifolding and determine under which conditions rank reduction is possible. We investigate how standard model matter can arise from the higher-dimensional SUSY gauge multiplet. New model building options arise if, giving up the global orbifold construction, generic conical singularities and generic gauge twists associated with these singularities are considered. Viewed from the purely field-theoretic perspective, such models, which one might call conifold GUTs, require only a very mild relaxation of the constraints of orbifold model building. Our most interesting concrete examples include the breaking of E7 to SU(5) and of E8 to SU(4) × SU(2) × SU(2) (with extra factor groups), where three generations of standard model matter come from the gauge sector and the families are interrelated either by SU(3) R-symmetryorbyanSU(3) flavour subgroup of the original gauge group. 2003 Elsevier B.V. All rights reserved. 1. Introduction Arguably, the way in which fermion quantum numbers are explained by SU(5)-related grand unified theories (GUTs) represents one of the most profound hints at fundamental physics beyond the standard model (SM) [1,2] (also [3]).
    [Show full text]
  • On Noncollapsed Almost Ricci-Flat 4-Manifolds Vitali Kapovitch, John Lott
    On noncollapsed almost Ricci-flat 4-manifolds Vitali Kapovitch, John Lott American Journal of Mathematics, Volume 141, Number 3, June 2019, pp. 737-755 (Article) Published by Johns Hopkins University Press DOI: https://doi.org/10.1353/ajm.2019.0015 For additional information about this article https://muse.jhu.edu/article/724162/summary Access provided at 25 May 2019 16:29 GMT from Max Planck Society ON NONCOLLAPSED ALMOST RICCI-FLAT 4-MANIFOLDS By VITALI KAPOVITCH and JOHN LOTT Abstract. We give topological conditions to ensure that a noncollapsed almost Ricci-flat 4-manifold admits a Ricci-flat metric. One sufficient condition is that the manifold is spin and has a nonzero Aˆ- genus. Another condition is that the fundamental group is infinite or, more generally, of sufficiently large cardinality. 1. Introduction. One of the most basic pinching theorems in Riemannian geometry says that a noncollapsed almost flat manifold admits a flat metric. The word noncollapsed refers to a lower volume bound. More precisely, given n ∈ Z+ and v>0, there is some = (n,v) > 0sothatif(M,g) isaRiemanniann- manifold with vol(M) ≥ v,diam(M) ≤ 1and|RmM |≤,thenM admits a flat Riemannian metric. Here RmM denotes the Riemann curvature tensor. This result seems to have first been stated by Gromov in [Gr78], where he noted that it follows from Cheeger’s arguments in [Ch69]. (The point of [Gr78] was to characterize what happens when one removes the volume assumption.) One can ask if there is an analogous statement for noncollapsed almost Ricci- flat manifolds. In dimension less than four, being almost Ricci-flat is the same as being almost flat.
    [Show full text]
  • Einstein Metrics on Piecewise-Linear Three-Spheres
    University of Northern Iowa UNI ScholarWorks Dissertations and Theses @ UNI Student Work 2013 Einstein metrics on piecewise-linear three-spheres Kyle Pitzen University of Northern Iowa Let us know how access to this document benefits ouy Copyright ©2013 Kyle Pitzen Follow this and additional works at: https://scholarworks.uni.edu/etd Part of the Mathematics Commons Recommended Citation Pitzen, Kyle, "Einstein metrics on piecewise-linear three-spheres" (2013). Dissertations and Theses @ UNI. 83. https://scholarworks.uni.edu/etd/83 This Open Access Thesis is brought to you for free and open access by the Student Work at UNI ScholarWorks. It has been accepted for inclusion in Dissertations and Theses @ UNI by an authorized administrator of UNI ScholarWorks. For more information, please contact [email protected]. EINSTEIN METRICS ON PIECEWISE-LINEAR THREE-SPHERES An Abstract of a Thesis Submitted in Partial Fulfillment of the Requirement for the Degree Master of Arts Kyle Pitzen University of Northern Iowa August 2013 ABSTRACT Einstein metrics on manifolds are in some ways the \best" or most symmetric metrics those manifolds will allow. There has been much work on these metrics in the realm of smooth manifolds, and many results have been published. These results are very difficult to compute directly, however, and so it is helpful to consider piecewise-linear approximations to those manifolds in order to more quickly compute and describe what these metrics actually look like. We will use discrete analogues to powerful preexisting tools to do analysis on two particular triangulations of the three dimensional sphere with the intent of finding Einstein metrics on those triangulations.
    [Show full text]
  • An Elementary Introduction to Information Geometry
    entropy Review An Elementary Introduction to Information Geometry Frank Nielsen Sony Computer Science Laboratories, Tokyo 141-0022, Japan; [email protected] Received: 6 September 2020; Accepted: 25 September 2020; Published: 29 September 2020 Abstract: In this survey, we describe the fundamental differential-geometric structures of information manifolds, state the fundamental theorem of information geometry, and illustrate some use cases of these information manifolds in information sciences. The exposition is self-contained by concisely introducing the necessary concepts of differential geometry. Proofs are omitted for brevity. Keywords: differential geometry; metric tensor; affine connection; metric compatibility; conjugate connections; dual metric-compatible parallel transport; information manifold; statistical manifold; curvature and flatness; dually flat manifolds; Hessian manifolds; exponential family; mixture family; statistical divergence; parameter divergence; separable divergence; Fisher–Rao distance; statistical invariance; Bayesian hypothesis testing; mixture clustering; a-embeddings; mixed parameterization; gauge freedom 1. Introduction 1.1. Overview of Information Geometry We present a concise and modern view of the basic structures lying at the heart of Information Geometry (IG), and report some applications of those information-geometric manifolds (herein termed “information manifolds”) in statistics (Bayesian hypothesis testing) and machine learning (statistical mixture clustering). By analogy to Information Theory
    [Show full text]
  • Flat Manifolds and Reducibility
    FLAT MANIFOLDS AND REDUCIBILITY ANDRZEJ DERDZINSKI AND PAOLO PICCIONE Abstract. Hiss and Szczepa´nskiproved in 1991 that the holonomy group of any com- pact flat Riemannian manifold, of dimension at least two, acts reducibly on the rational span of the Euclidean lattice associated with the manifold via the first Bieberbach theo- rem. Geometrically, their result states that such a manifold must admit a nonzero proper parallel distribution with compact leaves. We study algebraic and geometric properties of the sublattice-spanned holonomy-invariant subspaces that exist due to the above the- orem, and of the resulting compact-leaf foliations of compact flat manifolds. The class consisting of the former subspaces, in addition to being closed under spans and intersec- tions, also turns out to admit (usually nonorthogonal) complements. As for the latter foliations, we provide descriptions, first { and foremost { of the intrinsic geometry of their generic leaves in terms of that of the original flat manifold and, secondly { as an essentially obvious afterthought { of the leaf-space orbifold. The general conclusions are then illustrated by examples in the form of generalized Klein bottles. 1. Introduction As shown by Hiss and Szczepa´nski[7, the corollary in Sect. 1], on any compact flat Riemannian manifold M with dim M = n ≥ 2 there exists a parallel distribution D of dimension k, where 0 < k < n, such that the leaves of D are all compact. Their result, in its original algebraic phrasing (see the Appendix), stated that the holonomy group H of M must act reducibly on L ⊗ Q, for the Euclidean lattice L corresponding to M (which is a maximal Abelian subgroup of the fundamental group Π of M).
    [Show full text]
  • Arxiv:1710.09066V1 [Math.DG]
    THE SPECTRUM OF THE LAPLACIAN ON FORMS OVER FLAT MANIFOLDS NELIA CHARALAMBOUS AND ZHIQIN LU Abstract. In this article we prove that the spectrum of the Laplacian on k-forms over a noncompact flat manifold is always a connected closed interval of the non- negative real line. The proof is based on a detailed decomposition of the structure of flat manifolds. 1. Introduction We consider the spectrum of the Hodge Laplacian ∆ on differential forms of any order k over a noncompact complete flat manifold M. It is well known that the Laplacian is a densely defined, self-adjoint and nonnegative operator on the space of L2 integrable k-forms. The spectrum of the Laplacian consists of all points λ ∈ R for which ∆ − λI fails to be invertible. The essential spectrum consists of the cluster points in the spectrum and of isolated eigenvalues of infinite multiplicity. We will be denoting the spectrum of the Laplacian on k-forms over M by σ(k, M) and its essential spectrum by σess(k, M). The complement of the essential spectrum in σ(k, M), which consists of isolated eigenvalues of finite multiplicity, is called the pure point spectrum and is denoted by σpt(k, M). Since ∆ is nonnegative, its spectrum is contained in the nonnegative real line. The spectrum, the essential spectrum, and the pure point spectrum are closed subsets of R. When the manifold is compact, the essential spectrum is an empty set and the arXiv:1710.09066v1 [math.DG] 25 Oct 2017 spectrum consists only of discrete eigenvalues. In the case of a noncompact complete manifold, on the other hand, a continuous part in the spectrum might appear.
    [Show full text]
  • Aspects of Global Riemannian Geometry
    BULLETIN (New Series) OF THE AMERICAN MATHEMATICAL SOCIETY Volume 36, Number 3, Pages 297{344 S 0273-0979(99)00787-9 Article electronically published on May 24, 1999 ASPECTS OF GLOBAL RIEMANNIAN GEOMETRY PETER PETERSEN Abstract. In this article we survey some of the developments in Riemann- ian geometry. We place special emphasis on explaining the relationship be- tween curvature and topology for Riemannian manifolds with lower curvature bounds. 1. Introduction We shall in this survey explain the development of the branch of Riemannian geometry called global Riemannian geometry. The main goal of this particular type of geometry is to classify topologically, or even metrically, manifolds with certain given geometric conditions on, say, curvature, volume and diameter. The earliest such theorem is the Gauss-Bonnet theorem, which gives the Euler characteristic in terms of the integral of the Gaussian curvature. Since then the subject has developed tremendously, and there is no way we can explain most of the impor- tant results. Some exclusions have therefore been necessary. Thus there will be no discussion of submanifold geometry including minimal surfaces. Only a few theo- rems on manifolds with nonpositive curvature are mentioned, very little on what is called geometric analysis is presented, and we have not discussed K¨ahler geometry at all. We have thus tried to emphasize results where the main assumption will be a lower curvature bound of some sort and the main technique something related to either the Bochner technique or the Rauch estimates. Even then, it has been hard to include many interesting results. For instance, while many of these ideas have naturally led to very interesting investigations into spaces which are more singular than Riemannian manifolds, and this in turn has given us a better understanding of Riemannian manifolds themselves, we have decided not to talk about these issues.
    [Show full text]
  • The Klein-Gordon Operator on M\" Obius Strip Domains and the Klein
    The Klein-Gordon operator on M¨obius strip domains and the Klein bottle in Rn Rolf S¨oren Kraußhar Arbeitsgruppe Algebra, Geometrie und Funktionalanalysis Fachbereich Mathematik Technische Universit¨at Darmstadt Schloßgartenstr. 7 64289 Darmstadt, Germany. E-mail: [email protected] June 7, 2018 Abstract In this paper we present explicit formulas for the fundamental solution to the Klein-Gordon operator on some higher dimensional generalizations of the M¨obius strip and the Klein bottle with values in distinct pinor bundles. The fundamental solution is described in terms of generalizations of the Weierstraß ℘-function that are adapted to the context of these geometries. The explicit formulas for the kernel then allow us to express all solutions to the homogeneous and inhomogeneous Klein-Gordon problem with given boundary data in the context of these manifolds. In the case of the Klein bottle we are able to describe all null solutions of the Klein- Gordon equation in terms of finite linear combinations of the fundamental solution and its partial derivatives. Keywords: Klein-Gordon operator, Green’s functions, Harmonic analysis, non-orientable manifolds, M¨obius strip, Klein bottle, Weierstraß ℘-function arXiv:1103.2921v1 [math-ph] 15 Mar 2011 MSC 2010: 35Q40, 35A08, 31C12, 53C21, 53C27. PACS numbers: 02.40.Vh, 02.30.Jr, 04.20.Jb. 1 Introduction The Klein-Gordon equation is a relativistic version of the Schr¨odinger equation. It describes the motion of a quantum scalar or pseudoscalar field, a field whose quanta are spinless particles. The Klein-Gordon equation describes the quantum 1 amplitude for finding a point particle in various places, cf.
    [Show full text]
  • An Elementary Introduction to Information Geometry
    An elementary introduction to information geometry Frank Nielsen Sony Computer Science Laboratoties Inc Tokyo, Japan Abstract In this survey, we describe the fundamental differential-geometric structures of information manifolds, state the fundamental theorem of information geometry, and illustrate some use cases of these information manifolds in information sciences. The exposition is self-contained by concisely introducing the necessary concepts of differential geometry, but proofs are omitted for brevity. Keywords: Differential geometry; metric tensor; affine connection; metric compatibility; conjugate connec- tions; dual metric-compatible parallel transport; information manifold; statistical manifold; curvature and flatness; dually flat manifolds; Hessian manifolds; exponential family; mixture family; statistical divergence; parameter divergence; separable divergence; Fisher-Rao distance; statistical invariance; Bayesian hypothesis testing; mixture clustering; αembeddings; gauge freedom 1 Introduction 1.1 Overview of information geometry We present a concise and modern view of the basic structures lying at the heart of Information Geometry (IG), and report some applications of those information-geometric manifolds (herein termed \information manifolds") in statistics (Bayesian hypothesis testing) and machine learning (statistical mixture clustering). By analogy to Information Theory (IT) (pioneered by Claude Shannon in his celebrated 1948's pa- per [119]) which considers primarily the communication of messages over noisy transmission channels, we may define Information Sciences (IS) as the fields that study \communication" between (noisy/imperfect) data and families of models (postulated as a priori knowledge). In short, information sciences seek meth- ods to distill information from data to models. Thus information sciences encompass information theory but also include the fields of Probability & Statistics, Machine Learning (ML), Artificial Intelligence (AI), Mathematical Programming, just to name a few.
    [Show full text]