Isospectral Alexandrov Spaces
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Isospectralization, Or How to Hear Shape, Style, and Correspondence
Isospectralization, or how to hear shape, style, and correspondence Luca Cosmo Mikhail Panine Arianna Rampini University of Venice Ecole´ Polytechnique Sapienza University of Rome [email protected] [email protected] [email protected] Maks Ovsjanikov Michael M. Bronstein Emanuele Rodola` Ecole´ Polytechnique Imperial College London / USI Sapienza University of Rome [email protected] [email protected] [email protected] Initialization Reconstruction Abstract opt. target The question whether one can recover the shape of a init. geometric object from its Laplacian spectrum (‘hear the shape of the drum’) is a classical problem in spectral ge- ometry with a broad range of implications and applica- tions. While theoretically the answer to this question is neg- ative (there exist examples of iso-spectral but non-isometric manifolds), little is known about the practical possibility of using the spectrum for shape reconstruction and opti- mization. In this paper, we introduce a numerical proce- dure called isospectralization, consisting of deforming one shape to make its Laplacian spectrum match that of an- other. We implement the isospectralization procedure using modern differentiable programming techniques and exem- plify its applications in some of the classical and notori- Without isospectralization With isospectralization ously hard problems in geometry processing, computer vi- sion, and graphics such as shape reconstruction, pose and Figure 1. Top row: Mickey-from-spectrum: we recover the shape of Mickey Mouse from its first 20 Laplacian eigenvalues (shown style transfer, and dense deformable correspondence. in red in the leftmost plot) by deforming an initial ellipsoid shape; the ground-truth target embedding is shown as a red outline on top of our reconstruction. -
On Asymmetric Distances
Analysis and Geometry in Metric Spaces Research Article • DOI: 10.2478/agms-2013-0004 • AGMS • 2013 • 200-231 On Asymmetric Distances Abstract ∗ In this paper we discuss asymmetric length structures and Andrea C. G. Mennucci asymmetric metric spaces. A length structure induces a (semi)distance function; by using Scuola Normale Superiore, Piazza dei Cavalieri 7, 56126 Pisa, Italy the total variation formula, a (semi)distance function induces a length. In the first part we identify a topology in the set of paths that best describes when the above operations are idempo- tent. As a typical application, we consider the length of paths Received 24 March 2013 defined by a Finslerian functional in Calculus of Variations. Accepted 15 May 2013 In the second part we generalize the setting of General metric spaces of Busemann, and discuss the newly found aspects of the theory: we identify three interesting classes of paths, and compare them; we note that a geodesic segment (as defined by Busemann) is not necessarily continuous in our setting; hence we present three different notions of intrinsic metric space. Keywords Asymmetric metric • general metric • quasi metric • ostensible metric • Finsler metric • run–continuity • intrinsic metric • path metric • length structure MSC: 54C99, 54E25, 26A45 © Versita sp. z o.o. 1. Introduction Besides, one insists that the distance function be symmetric, that is, d(x; y) = d(y; x) (This unpleasantly limits many applications [...]) M. Gromov ([12], Intr.) The main purpose of this paper is to study an asymmetric metric theory; this theory naturally generalizes the metric part of Finsler Geometry, much as symmetric metric theory generalizes the metric part of Riemannian Geometry. -
Isometric Actions on Spheres with an Orbifold Quotient
ISOMETRIC ACTIONS ON SPHERES WITH AN ORBIFOLD QUOTIENT CLAUDIO GORODSKI AND ALEXANDER LYTCHAK Abstract. We classify representations of compact connected Lie groups whose induced action on the unit sphere has an orbit space isometric to a Riemannian orbifold. 1. Introduction In this paper we classify all orthogonal representations of compact connected groups G on Euclidean unit spheres Sn for which the quotient Sn/G is a Riemannian orbifold. We are going to call such representations infinitesimally polar, since they can be equivalently defined by the condition that slice representations at all non-zero vectors are polar. The interest in such representations is two-fold. On the one hand, one can hope to isolate an interesting class of representations in this way. This class contains all polar representations, which can be defined by the property that the corresponding quotient space Sn/G is an orbifold of constant curvature 1. Polar representations very often play an important and special role in geometric questions concern- ing representations (cf. [PT88, BCO03]), and the class investigated in this paper consists of closest relatives of polar representations. On the other hand, any such quotient has positive curvature and all geodesics in the quotient are closed. Any of these two properties is extremely interesting and in both classes the number of known manifold examples is very limited (cf. [Zil12, Bes78]). We have hoped to obtain new examples of positively curved manifolds and of manifolds with closed geodesics as universal orbi-covering of such spaces. Should the orbifolds be bad one could still hope to obtain new examples of interesting orbifolds. -
Isospectral Towers of Riemannian Manifolds
New York Journal of Mathematics New York J. Math. 18 (2012) 451{461. Isospectral towers of Riemannian manifolds Benjamin Linowitz Abstract. In this paper we construct, for n ≥ 2, arbitrarily large fam- ilies of infinite towers of compact, orientable Riemannian n-manifolds which are isospectral but not isometric at each stage. In dimensions two and three, the towers produced consist of hyperbolic 2-manifolds and hyperbolic 3-manifolds, and in these cases we show that the isospectral towers do not arise from Sunada's method. Contents 1. Introduction 451 2. Genera of quaternion orders 453 3. Arithmetic groups derived from quaternion algebras 454 4. Isospectral towers and chains of quaternion orders 454 5. Proof of Theorem 4.1 456 5.1. Orders in split quaternion algebras over local fields 456 5.2. Proof of Theorem 4.1 457 6. The Sunada construction 458 References 461 1. Introduction Let M be a closed Riemannian n-manifold. The eigenvalues of the La- place{Beltrami operator acting on the space L2(M) form a discrete sequence of nonnegative real numbers in which each value occurs with a finite mul- tiplicity. This collection of eigenvalues is called the spectrum of M, and two Riemannian n-manifolds are said to be isospectral if their spectra coin- cide. Inverse spectral geometry asks the extent to which the geometry and topology of M is determined by its spectrum. Whereas volume and scalar curvature are spectral invariants, the isometry class is not. Although there is a long history of constructing Riemannian manifolds which are isospectral but not isometric, we restrict our discussion to those constructions most Received February 4, 2012. -
Geometry of Matrix Decompositions Seen Through Optimal Transport and Information Geometry
Published in: Journal of Geometric Mechanics doi:10.3934/jgm.2017014 Volume 9, Number 3, September 2017 pp. 335{390 GEOMETRY OF MATRIX DECOMPOSITIONS SEEN THROUGH OPTIMAL TRANSPORT AND INFORMATION GEOMETRY Klas Modin∗ Department of Mathematical Sciences Chalmers University of Technology and University of Gothenburg SE-412 96 Gothenburg, Sweden Abstract. The space of probability densities is an infinite-dimensional Rie- mannian manifold, with Riemannian metrics in two flavors: Wasserstein and Fisher{Rao. The former is pivotal in optimal mass transport (OMT), whereas the latter occurs in information geometry|the differential geometric approach to statistics. The Riemannian structures restrict to the submanifold of multi- variate Gaussian distributions, where they induce Riemannian metrics on the space of covariance matrices. Here we give a systematic description of classical matrix decompositions (or factorizations) in terms of Riemannian geometry and compatible principal bundle structures. Both Wasserstein and Fisher{Rao geometries are discussed. The link to matrices is obtained by considering OMT and information ge- ometry in the category of linear transformations and multivariate Gaussian distributions. This way, OMT is directly related to the polar decomposition of matrices, whereas information geometry is directly related to the QR, Cholesky, spectral, and singular value decompositions. We also give a coherent descrip- tion of gradient flow equations for the various decompositions; most flows are illustrated in numerical examples. The paper is a combination of previously known and original results. As a survey it covers the Riemannian geometry of OMT and polar decomposi- tions (smooth and linear category), entropy gradient flows, and the Fisher{Rao metric and its geodesics on the statistical manifold of multivariate Gaussian distributions. -
Class Notes, Functional Analysis 7212
Class notes, Functional Analysis 7212 Ovidiu Costin Contents 1 Banach Algebras 2 1.1 The exponential map.....................................5 1.2 The index group of B = C(X) ...............................6 1.2.1 p1(X) .........................................7 1.3 Multiplicative functionals..................................7 1.3.1 Multiplicative functionals on C(X) .........................8 1.4 Spectrum of an element relative to a Banach algebra.................. 10 1.5 Examples............................................ 19 1.5.1 Trigonometric polynomials............................. 19 1.6 The Shilov boundary theorem................................ 21 1.7 Further examples....................................... 21 1.7.1 The convolution algebra `1(Z) ........................... 21 1.7.2 The return of Real Analysis: the case of L¥ ................... 23 2 Bounded operators on Hilbert spaces 24 2.1 Adjoints............................................ 24 2.2 Example: a space of “diagonal” operators......................... 30 2.3 The shift operator on `2(Z) ................................. 32 2.3.1 Example: the shift operators on H = `2(N) ................... 38 3 W∗-algebras and measurable functional calculus 41 3.1 The strong and weak topologies of operators....................... 42 4 Spectral theorems 46 4.1 Integration of normal operators............................... 51 4.2 Spectral projections...................................... 51 5 Bounded and unbounded operators 54 5.1 Operations.......................................... -
Lecture Notes : Spectral Properties of Non-Self-Adjoint Operators
Journées ÉQUATIONS AUX DÉRIVÉES PARTIELLES Évian, 8 juin–12 juin 2009 Johannes Sjöstrand Lecture notes : Spectral properties of non-self-adjoint operators J. É. D. P. (2009), Exposé no I, 111 p. <http://jedp.cedram.org/item?id=JEDP_2009____A1_0> cedram Article mis en ligne dans le cadre du Centre de diffusion des revues académiques de mathématiques http://www.cedram.org/ GROUPEMENT DE RECHERCHE 2434 DU CNRS Journées Équations aux dérivées partielles Évian, 8 juin–12 juin 2009 GDR 2434 (CNRS) Lecture notes : Spectral properties of non-self-adjoint operators Johannes Sjöstrand Résumé Ce texte contient une version légèrement completée de mon cours de 6 heures au colloque d’équations aux dérivées partielles à Évian-les-Bains en juin 2009. Dans la première partie on expose quelques résultats anciens et récents sur les opérateurs non-autoadjoints. La deuxième partie est consacrée aux résultats récents sur la distribution de Weyl des valeurs propres des opé- rateurs elliptiques avec des petites perturbations aléatoires. La partie III, en collaboration avec B. Helffer, donne des bornes explicites dans le théorème de Gearhardt-Prüss pour des semi-groupes. Abstract This text contains a slightly expanded version of my 6 hour mini-course at the PDE-meeting in Évian-les-Bains in June 2009. The first part gives some old and recent results on non-self-adjoint differential operators. The second part is devoted to recent results about Weyl distribution of eigenvalues of elliptic operators with small random perturbations. Part III, in collaboration with B. Helffer, gives explicit estimates in the Gearhardt-Prüss theorem for semi-groups. -
On Quantum Integrability and Hamiltonians with Pure Point
On quantum integrability and Hamiltonians with pure point spectrum Alberto Enciso∗ Daniel Peralta-Salas† Departamento de F´ısica Te´orica II, Facultad de Ciencias F´ısicas, Universidad Complutense, 28040 Madrid, Spain Abstract We prove that any n-dimensional Hamiltonian operator with pure point spectrum is completely integrable via self-adjoint first integrals. Furthermore, we establish that given any closed set Σ ⊂ R there exists an integrable n-dimensional Hamiltonian which realizes it as its spectrum. We develop several applications of these results and discuss their implications in the general framework of quantum integrability. PACS numbers: 02.30.Ik, 03.65.Ca 1 Introduction arXiv:math-ph/0406022v3 6 Jul 2004 A classical Hamiltonian h, that is, a function from a 2n-dimensional phase space into the real numbers, completely determines the dynamics of a classi- cal system. Its complexity, i.e., the regular or chaotic behavior of the orbits of the Hamiltonian vector field, strongly depends upon the integrability of the Hamiltonian. Recall that the n-dimensional Hamiltonian h is said to be (Liouville) integrable when there exist n functionally independent first integrals in in- volution with a certain degree of regularity. When a classical Hamiltonian is integrable, its dynamics is not considered to be chaotic. ∗aenciso@fis.ucm.es †dperalta@fis.ucm.es 1 Given an arbitrary classical Hamiltonian there is no algorithmic procedure to ascertain whether it is integrable or not. To our best knowledge, the most general results on this matter are Ziglin’s theory [1] and Morales–Ramis’ theory [2], which provide criteria to establish that a classical Hamiltonian is not integrable via meromorphic first integrals. -
ASYMPTOTICALLY ISOSPECTRAL QUANTUM GRAPHS and TRIGONOMETRIC POLYNOMIALS. Pavel Kurasov, Rune Suhr
ISSN: 1401-5617 ASYMPTOTICALLY ISOSPECTRAL QUANTUM GRAPHS AND TRIGONOMETRIC POLYNOMIALS. Pavel Kurasov, Rune Suhr Research Reports in Mathematics Number 2, 2018 Department of Mathematics Stockholm University Electronic version of this document is available at http://www.math.su.se/reports/2018/2 Date of publication: Maj 16, 2018. 2010 Mathematics Subject Classification: Primary 34L25, 81U40; Secondary 35P25, 81V99. Keywords: Quantum graphs, almost periodic functions. Postal address: Department of Mathematics Stockholm University S-106 91 Stockholm Sweden Electronic addresses: http://www.math.su.se/ [email protected] Asymptotically isospectral quantum graphs and generalised trigonometric polynomials Pavel Kurasov and Rune Suhr Dept. of Mathematics, Stockholm Univ., 106 91 Stockholm, SWEDEN [email protected], [email protected] Abstract The theory of almost periodic functions is used to investigate spectral prop- erties of Schr¨odinger operators on metric graphs, also known as quantum graphs. In particular we prove that two Schr¨odingeroperators may have asymptotically close spectra if and only if the corresponding reference Lapla- cians are isospectral. Our result implies that a Schr¨odingeroperator is isospectral to the standard Laplacian on a may be different metric graph only if the potential is identically equal to zero. Keywords: Quantum graphs, almost periodic functions 2000 MSC: 34L15, 35R30, 81Q10 Introduction. The current paper is devoted to the spectral theory of quantum graphs, more precisely to the direct and inverse spectral theory of Schr¨odingerop- erators on metric graphs [3, 20, 24]. Such operators are defined by three parameters: a finite compact metric graph Γ; • a real integrable potential q L (Γ); • ∈ 1 vertex conditions, which can be parametrised by unitary matrices S. -
Isospectral Sets for Fourth-Order Ordinary Differential Operators Lester Caudill University of Richmond, [email protected]
University of Richmond UR Scholarship Repository Math and Computer Science Faculty Publications Math and Computer Science 7-1998 Isospectral Sets for Fourth-Order Ordinary Differential Operators Lester Caudill University of Richmond, [email protected] Peter A. Perry Albert W. Schueller Follow this and additional works at: http://scholarship.richmond.edu/mathcs-faculty-publications Part of the Ordinary Differential Equations and Applied Dynamics Commons Recommended Citation Caudill, Lester F., Peter A. Perry, and Albert W. Schueller. "Isospectral Sets for Fourth-Order Ordinary Differential Operators." SIAM Journal on Mathematical Analysis 29, no. 4 (July 1998): 935-66. doi:10.1137/s0036141096311198. This Article is brought to you for free and open access by the Math and Computer Science at UR Scholarship Repository. It has been accepted for inclusion in Math and Computer Science Faculty Publications by an authorized administrator of UR Scholarship Repository. For more information, please contact [email protected]. SIAM J. MATH. ANAL. °c 1998 Society for Industrial and Applied Mathematics Vol. 29, No. 4, pp. 935–966, July 1998 008 ISOSPECTRAL SETS FOR FOURTH-ORDER ORDINARY DIFFERENTIAL OPERATORS∗ LESTER F. CAUDILL, JR.y , PETER A. PERRYz , AND ALBERT W. SCHUELLERx 4 0 0 Abstract. Let L(p)u = D u ¡ (p1u ) + p2u be a fourth-order differential operator acting on 2 2 2 00 L [0; 1] with p ≡ (p1;p2) belonging to LR[0; 1] × LR[0; 1] and boundary conditions u(0) = u (0) = u(1) = u00(1) = 0. We study the isospectral set of L(p) when L(p) has simple spectrum. In particular 2 2 we show that for such p, the isospectral manifold is a real-analytic submanifold of LR[0; 1] × LR[0; 1] which has infinite dimension and codimension. -
Geometrization of Three-Dimensional Orbifolds Via Ricci Flow
GEOMETRIZATION OF THREE-DIMENSIONAL ORBIFOLDS VIA RICCI FLOW BRUCE KLEINER AND JOHN LOTT Abstract. A three-dimensional closed orientable orbifold (with no bad suborbifolds) is known to have a geometric decomposition from work of Perelman [50, 51] in the manifold case, along with earlier work of Boileau-Leeb-Porti [4], Boileau-Maillot-Porti [5], Boileau- Porti [6], Cooper-Hodgson-Kerckhoff [19] and Thurston [59]. We give a new, logically independent, unified proof of the geometrization of orbifolds, using Ricci flow. Along the way we develop some tools for the geometry of orbifolds that may be of independent interest. Contents 1. Introduction 3 1.1. Orbifolds and geometrization 3 1.2. Discussion of the proof 3 1.3. Organization of the paper 4 1.4. Acknowledgements 5 2. Orbifold topology and geometry 5 2.1. Differential topology of orbifolds 5 2.2. Universal cover and fundamental group 10 2.3. Low-dimensional orbifolds 12 2.4. Seifert 3-orbifolds 17 2.5. Riemannian geometry of orbifolds 17 2.6. Critical point theory for distance functions 20 2.7. Smoothing functions 21 3. Noncompact nonnegatively curved orbifolds 22 3.1. Splitting theorem 23 3.2. Cheeger-Gromoll-type theorem 23 3.3. Ruling out tight necks in nonnegatively curved orbifolds 25 3.4. Nonnegatively curved 2-orbifolds 27 Date: May 28, 2014. Research supported by NSF grants DMS-0903076 and DMS-1007508. 1 2 BRUCE KLEINER AND JOHN LOTT 3.5. Noncompact nonnegatively curved 3-orbifolds 27 3.6. 2-dimensional nonnegatively curved orbifolds that are pointed Gromov- Hausdorff close to an interval 28 4. -
NOTES for MATH 5510, FALL 2017, V 0 1. Metric Spaces 1 1.1
NOTES FOR MATH 5510, FALL 2017, V 0 DOMINGO TOLEDO CONTENTS 1. Metric Spaces 1 1.1. Examples of metric spaces 1 1.2. Constructions of Metric Spaces 15 1.3. Limits 16 1.4. Maps Between Metric Spaces 18 1.5. Equivalences Between Metric Spaces 20 2. Groups of Isometries 24 2.1. Isometries of Euclidean Space 25 2.2. The Euclidean and Orthogonal Groups 32 2.3. The Euclidean Group in 2 Dimensions 34 2.4. Isometries of the sphere 39 3. Topological Spaces 40 3.1. Topology of Metric Spaces 40 3.2. Topologies and Continuity 45 3.3. Limits 48 3.4. Basis for a Topology 51 3.5. Infinite Products 55 3.6. The Cantor Set 58 4. Subspaces and Quotient Spaces 60 4.1. The Subspace Topology 61 4.2. Compact Spaces 62 4.3. The Quotient Topology 65 Date: July 23, 2017. 1 2 TOLEDO 4.4. Surfaces as Identification Spaces 70 5. Connected Spaces 74 5.1. Connected Components 79 5.2. Locally Path Connected Spaces 81 5.3. Existence Theorems 83 6. Smooth Surfaces 87 6.1. Smooth maps involving surfaces 95 6.2. Smooth surfaces in R3 as metric spaces 97 6.3. Geodesics 100 6.4. A First Glance at Gaussian Curvature 112 6.5. A Quick Glance at Intrinsic Geometry 114 References 115 1. METRIC SPACES The following definition introduces the most central concept in the course. Think of the plane with its usual distance function as you read the definition. Definition 1.1. A metric space (X; d) is a non-empty set X and a function d : X × X ! R satisfying (1) For all x; y 2 X, d(x; y) ≥ 0 and d(x; y) = 0 if and only if x = y.