WEYL S LAW FOR HYPERBOLIC RIEMANN SURFACES

Size: px
Start display at page:

Download "WEYL S LAW FOR HYPERBOLIC RIEMANN SURFACES"

Transcription

1 WEYL S LAW OR HYPERBOLIC RIEMANN SURACES MATTHEW STEVENSON Abstract. These are notes for a talk given in Dima Jakobson s class on automorphic forms at McGill University. This is a brief survey of the results from Chapters and of [3]; specifically, we sketch a proof of the Selberg trace formula and of Weyl s law for hyperbolic Riemann surfaces. The exposition is inspired by [4]. If Ω R n is some open domain, the flat Laplacian has a discrete real spectrum which tends to +. It is a classical result that the number of Dirichlet eigenvalues N(λ) which are less than or equal to some λ is asymptotically given by N(λ) vol(ω)ω n (π) n λn/ as λ +, where ω n is the volume of the unit ball in R n. Given a hyperbolic Riemann surface, it is then natural to consider the number of eigenvalues of the hyperbolic Laplacian belonging to the discrete spectrum less than some fixed number. This question is much more difficult in this context, and herein we explore some classical results in this direction.. Preliminaries Let Γ SL(, R) be a uchsian group of the first kind whose fundamental domain = Γ\H has cusps a,..., a m R { }. Let σ i ( SL(, ) R) be such that σ i ( ) = a i and σ i Γ ai σ i = Γ, where Γ ai denotes the n stabilizer of a i in Γ and Γ = { : n Z} is the stabilizer of in SL(, Z). The Eisenstein series associated to the cusp a i is the function of two complex variables given by E i (z, s) = Im(σ i γz) s. (.) γ Γ ai \Γ This series converges locally uniformly for z, s H with Re(s) >, and is smooth in z. Remark that by reordering the sum, we find that E i (γz, s) = E i (z, s) for any γ Γ i.e. the Eisenstein series is automorphic with respect to Γ in the first argument. In addition, z E i (z, s) = s( s)e i (z, s) because Im(z) s is an eigenfunction with eigenvalue s( s) and the composition of an eigenfunction with an isometry is still an eigenfunction (with the same eigenvalue even!), so the Eisenstein series is in fact an automorphic form. Recall that the zeroth ourier coefficient of the Eisenstein series E k (z, s) in the cusp a l is given by E k (σ l (x + iy), s)dx = δ k,l y s + ϕ k,l (s)y s, (.) where ϕ k,l (s) is a meromorphic function of s. The scattering matrix is given by Φ(s) = (ϕ k,l ) m k,l=, however it is often its determinant ϕ(s) = det(φ(s)) in which we are interested, or a variant thereof such as ϕ (s) := tr(φ (s)φ (s)). (.3) These byproducts of the scattering matrix will appear in, and be integral to, our discussion of the Selberg trace formula. Date: April 8, 4.

2 MATTHEW STEVENSON. Selberg Trace ormula Herein, we provide an intuitive introduction to the Selberg trace formula. Given a point-pair invariant kernel k(z, w) = k(u(z, w)), the associated automorphic kernel is the function K(z, w) := γ Γ k(z, γw). The integral operator with kernel K is said to be of trace class if K(z, z) dµ(z) <, i.e. the kernel K is absolutely integrable on the diagonal of. In this case, the trace of K is defined to be Tr(K) := K(z, z)dµ(z) = k(z, γz)dµ(z), γ Γ where we are obviously ignoring, for the moment, issues of convergence. Consider the spectral decomposition K(z, w) = j= h(t j)u j (z)u j (w), where the u j s denote the eigenfunctions corresponding to the discrete spectrum {λ j = 4 + t j } j= of the hyperbolic Laplacian on Γ\H. The trace Tr(K) is defined to be the integral over the diagonal, so Tr(K) = K(z, z)dµ(z) = h(t j ) u j (z) dµ(z) = h(t j ). (.) j= Equating these two expressions for the trace, we get the pre-trace formula for the automorphic kernel: Tr(K) = k(z, γz)dµ(z) = h(t j ). (.) γ Γ j= Remark that on the left-hand side we have geometric data and on the right-hand side we have spectral data; this will be a recurring theme. or each conjugacy class C Γ, we have a partial kernel K C (z, w) = γ C k(z, γw), whose trace is given by Tr(K C ) = k(z, γz)dµ(z). γ C ix some γ C, then note that Tr(K C ) = τ Z(γ)\Γ k(z, τ γτz)dµ(z) = Z(γ)\H j= k(z, γz)dµ(z), This integral is distinctly easier to analyze, especially if we understand the action of γ (that is, is it parabolic, hyperbolic, or elliptic). Now, this expression depends only on the conjugacy class of γ in SL(, R), and since each conjugacy class of SL(, R) has a representative that is parabolic, hyperbolic, or elliptic, we can take γ (or more precisely, take gγg for some g SL(, R)) to be parabolic, hyperbolic, or elliptic. In this case, it remains to consider the following equality, Tr(K) = Tr(K {} ) + Tr(K C ) + Tr(K C ) + Tr(K C ), (.3) C : parabolic C : hyperbolic C : elliptic where K {} denotes the partial kernel associated to the conjugacy class of the identity. By analyzing these sums on a case-by-case basis, we can get an amazing equality involving both spectral and geometric data of the Riemann surface Γ\H, namely the Selberg trace formula. More generally, let k be the kernel of an invariant integral operator (and hence k(z, w) = k(u(z, w)) i.e. it is a point-pair invariant). Define h(t) = /+it (u)k(u)du, (.4) Recall the following classification of isometries of H (which follows from the Iwasawa decomposition of SL(, R)): a parabolic element acts by translations and has fixed point ; a hyperbolic element acts by dilation and has fixed points, ; an elliptic element acts by rotations and has fixed point i, the axis of rotation.

3 WEYL S LAW OR HYPERBOLIC RIEMANN SURACES 3 where /+it is the Gauss hypergeometric function (there is nothing really special about using s (u), we just want to test the kernel k against some eigenfunction of the hyperbolic Laplacian). Assume that in addition that h satisfies the following conditions: () h(z) is an even holomorphic function defined in the strip {z C: Im(z) + ɛ}. () We have the growth estimate h(z) there. Denote by g(w) = π j= ( z +) +ɛ eitw h(t)dt its inverse ourier transform. Theorem. (Selberg Trace ormula) Let h and g be as above, then h(t j ) h(r) ϕ ϕ ( + ir)dr = parabolic + identity + hyperbolic + elliptic, (.5) where parabolic = h() 4 trace(i Φ( )) α g() log α π where here α is the number of inequivalent cusps of Γ\H, and identity = area(γ\h) h(r) tanh(πr)rdr, h(r) Γ i( + ir)dr, Γ and hyperbolic = g(l log p) log p p l/ p, l/ P l= where the sum is over primitive hyperbolic conjugacy classes P of order p (in the sense that the primitive element dilates by the factor p), and elliptic = cosh(π( l/m)r) h(r) dr, m sin(πl/m) R cosh(πr) <l<m where the sum is over primitive elliptic conjugacy classes R of order m (in the sense that the primitive element is a rotation of order m). Remark that for a general kernel, we get a second term on the left-hand side, which serves to measure or account for the continuous spectrum. This term is necessary because the partial kernels corresponding to parabolic conjugacy classes are not absolutely integrable in the cusps, and the Eisenstein series E a (z, + it) is not square-integrable (see page 38 of [3] for further details). Proof. More as an example, we will compute the identity motion (the rest of the details are found in Chapter of [3]). Since k(z, z) = k(u(z, z)) is a point-pair invariant, we have that Tr(K {} ) = k(z, z)dµ(z) = k() dµ(z) = k()area(γ\h). However, from the start of the class, recall that k(u) = s (u)h(r) tanh(πr)rdr = k() = π h(r) tanh(πr)rdr, where s = / + it and s (u) is the Gauss hypergeometric function 3 The result follows. Recall that γ Γ is primitive if it generates the pointwise stabilizer of the set ix(γ ) of its fixed points, i.e. γ = Stab Γ (ix(γ )). Given γ Γ\{±}, it determines a primitive conjugacy class C (i.e. one which does not contain the identity), and every other class C which has the same fixed points as γ (modulo the action of Γ, of course) arises as a unique power of C, say C = C l for some l Z\{}. If C is elliptic, we have in addition that l < m. See page 37 of [3] for further details. 3 or s = / + it, the Gauss hypergeometric function is s(u) = π π (u + + u(u + ) cos θ) s dθ. In particular, s() =.

4 4 MATTHEW STEVENSON 3. Weyl s Law Let {λ j } j= denote the discrete spectrum of the hyperbolic Laplacian on Γ\H, then we can write λ j = 4 + t j. Our goal is to understand the asymptotics of the counting function, which is N Γ (λ) := {j : t j λ}. (3.) To account for the continuous spectrum, we consider the winding number M Γ (λ), which is defined as M Γ (λ) := λ λ ϕ ( + ir)dr. (3.) or a generic group Γ, the two quantities N Γ (λ) and M Γ (λ) are coupled, and cannot really be estimated separately (or more precisely, it is not known how to accurately estimate them separately). To estimate their sum, we will apply the Selberg Trace ormula. Let δ > be small, and define h(t) = e δt, so its inverse ourier transform is the heat kernel g(x) = e x /4δ δ. The identity motion contributes area(γ\h) e δt tanh(πt)tdt = area(γ\h) e δu tanh(π u)du = area(γ\h) + O(), where the last integral is computed by recognizing it as the Laplace transform of tanh(π u). One can show that the contributions of the hyperbolic and elliptic motions are bounded, so we just subsume them into O(). inally, the parabolic motion contributes terms of the following form: a log δ δ + b δ + O(), for some constants a, b >, which depend only on Γ. These can be computed in greater detail, but require precise asymptotic estimates of the psi-function ψ := Γ Γ, which can be found in Appendix B of [3]. Substituting these computations into the Selberg Trace ormula, we have that for any δ >, e δt j ϕ ( + dt it)e δt = area(γ\h) δ + blog δ + a + O(). (3.3) δ δ j= The strategy now is the following: show that the winding number is monotonically increasing in λ, so (by cleverly choosing a measure) we can use Karamata s theorem to deduce Weyl s law. Define a Borel measure µ on [, ) by λ λ µ([, λ]) := ϕ ( + it)dt = ϕ ( + i s) ds s then its Laplace transform, in the sense of Eq. (5.), is given by µ(δ) = ϕ ( + i s)e δs ds s = ϕ ( + it)e δt dt Remark that µ([, λ]) and µ(δ) are monotone increasing as λ and δ + respectively, so by Karamata s theorem it follows that for λ > sufficiently large and δ > sufficiently small, λ ϕ ( + it)dt = µ([, λ]) µ(δ) = ϕ ( + it)e δt dt The above considerations imply the following result, known as Weyl s law: N Γ (λ) + M Γ (λ) area(γ\h) λ as λ +. (3.4)

5 WEYL S LAW OR HYPERBOLIC RIEMANN SURACES 5 4. Weyl s Law for Congruence Groups More specific asymptotics can be obtained if the uchsian group is a principal congruence group, that is, it is of the form Γ(N) = ker(sl(, Z) SL(, Z/NZ)) for some N Z (or variants thereof). Denote the quotient of the hyperbolic plane by X(N) = Γ(N)\H, the modular surface of level N. Specifically, we can decouple the estimates for M Γ(N) (λ) and N Γ(N) (λ) by using a classical result of Huxley from [], which computes the determinant of the scattering matrix to be ϕ(s) := ( ) l A s ( Γ( s) Γ(s) ) k χ L( s, χ), (4.) L(s, χ) where the product runs over Dirichlet characters χ (there is one for each m Z >, as each one is determined by a group homomorphism (Z/mZ) C ) and for some k, l Z and A >. Consequently, we have the estimate ϕ ( + ir) = O(log(4 + r )) as r. (4.) Note that both of these results are highly nontrivial. It follows that for large λ, M Γ(N) (λ) λ λ log(4 + r )dr Cλ log λ for some constant C >. Thus, the maximum growth term in Weyl s law (i.e. λ ) has to come from N Γ(N) (λ), and so we have that N Γ(N) (λ) area(x(n)) λ as λ. (4.3) This result is due to Selberg along with the stronger fact that the remainder is O(λ log λ). In addition, these results holds for other congruence groups, such as the Hecke group {( ) } a b Γ (N) = SL(, Z): c mod N. c d Corollary. There exists infinitely-many linearly independent cusp forms for congruence groups. 5. Appendix: A Tauberian Theorem Let µ be a Borel measure on [, ), then its Laplace transform is the function µ: (, ) R given by Theorem 3. (Karamata s Theorem) or any r and a R, µ(t) := lim tr µ(t) = a t + e tx dµ(x). (5.) lim x x r µ([, x]) = urther details and related results are given in Section 6. of []. References a Γ(r + ). [] W. Arendt, Heat Kernels. ISEM (5/6). [] M. Huxley, Scattering matrices for congruence subgroups. Modular orms, R. Rankin Ed, (984), [3] H. Iwaniec, Spectral Methods of Automorphic orms. AMS Volume 53, (). [4] W. Müller, Weyl s Law in the Theory of Automorphic orms. Groups and Analysis, The Legacy of Hermann Weyl, Cambridge Univ. Press., (8), pp

Spectral analysis for Γ\H. Erez Lapid

Spectral analysis for Γ\H. Erez Lapid Spectral analysis for Γ\H Erez Lapid Spectral decomposition, hyperbolic lattice point problem(march, 9) Recall Bessel s inequality (u, e j ) u, j H is a Hilbert space, and{e j } is the orthogonal system.

More information

Automorphic forms and scattering theory

Automorphic forms and scattering theory Automorphic forms and scattering theory Werner Müller University of Bonn Institute of Mathematics December 5, 2007 Introduction Harmonic analysis on locally symmetric spaces Γ\G/K of finite volume is closely

More information

Analytic Number Theory

Analytic Number Theory American Mathematical Society Colloquium Publications Volume 53 Analytic Number Theory Henryk Iwaniec Emmanuel Kowalski American Mathematical Society Providence, Rhode Island Contents Preface xi Introduction

More information

The Arthur trace formula and spectral theory on locally symmetric spaces

The Arthur trace formula and spectral theory on locally symmetric spaces The Arthur trace formula and spectral theory on locally symmetric spaces Werner Müller University of Bonn Institute of Mathematics Banff, May 19, 2008 Introduction The Selberg trace formula establishes

More information

Converse theorems for modular L-functions

Converse theorems for modular L-functions Converse theorems for modular L-functions Giamila Zaghloul PhD Seminars Università degli studi di Genova Dipartimento di Matematica 10 novembre 2016 Giamila Zaghloul (DIMA unige) Converse theorems 10 novembre

More information

Spectral Theory on Hyperbolic Surfaces

Spectral Theory on Hyperbolic Surfaces Spectral Theory on Hyperbolic Surfaces David Borthwick Emory University July, 2010 Outline Hyperbolic geometry Fuchsian groups Spectral theory Selberg trace formula Arithmetic surfaces I. Hyperbolic Geometry

More information

SECOND ORDER MODULAR FORMS. G. Chinta, N. Diamantis, C. O Sullivan. 1. Introduction

SECOND ORDER MODULAR FORMS. G. Chinta, N. Diamantis, C. O Sullivan. 1. Introduction SECOND ORDER MODULAR FORMS G. Chinta, N. Diamantis, C. O Sullivan 1. Introduction In some recent papers (cf. [G2], [O], [CG], [GG], [DO]) the properties of new types of Eisenstein series are investigated.

More information

Quantum Ergodicity and Benjamini-Schramm convergence of hyperbolic surfaces

Quantum Ergodicity and Benjamini-Schramm convergence of hyperbolic surfaces Quantum Ergodicity and Benjamini-Schramm convergence of hyperbolic surfaces Etienne Le Masson (Joint work with Tuomas Sahlsten) School of Mathematics University of Bristol, UK August 26, 2016 Hyperbolic

More information

THE SELBERG TRACE FORMULA OF COMPACT RIEMANN SURFACES

THE SELBERG TRACE FORMULA OF COMPACT RIEMANN SURFACES THE SELBERG TRACE FORMULA OF COMPACT RIEMANN SURFACES IGOR PROKHORENKOV 1. Introduction to the Selberg Trace Formula This is a talk about the paper H. P. McKean: Selberg s Trace Formula as applied to a

More information

Rational Equivariant Forms

Rational Equivariant Forms CRM-CICMA-Concordia University Mai 1, 2011 Atkin s Memorial Lecture and Workshop This is joint work with Abdellah Sebbar. Notation Let us fix some notation: H := {z C; I(z) > 0}, H := H P 1 (Q), SL 2 (Z)

More information

Introduction to Selberg Trace Formula.

Introduction to Selberg Trace Formula. Introduction to Selberg Trace Formula. Supriya Pisolkar Abstract These are my notes of T.I.F.R. Student Seminar given on 30 th November 2012. In this talk we will first discuss Poisson summation formula

More information

Eigenvalues and eigenfunctions of the Laplacian. Andrew Hassell

Eigenvalues and eigenfunctions of the Laplacian. Andrew Hassell Eigenvalues and eigenfunctions of the Laplacian Andrew Hassell 1 2 The setting In this talk I will consider the Laplace operator,, on various geometric spaces M. Here, M will be either a bounded Euclidean

More information

Congruence Subgroups

Congruence Subgroups Congruence Subgroups Undergraduate Mathematics Society, Columbia University S. M.-C. 24 June 2015 Contents 1 First Properties 1 2 The Modular Group and Elliptic Curves 3 3 Modular Forms for Congruence

More information

Before we prove this result, we first recall the construction ( of) Suppose that λ is an integer, and that k := λ+ 1 αβ

Before we prove this result, we first recall the construction ( of) Suppose that λ is an integer, and that k := λ+ 1 αβ 600 K. Bringmann, K. Ono Before we prove this result, we first recall the construction ( of) these forms. Suppose that λ is an integer, and that k := λ+ 1 αβ. For each A = Ɣ γ δ 0 (4),let j(a, z) := (

More information

HUBER S THEOREM FOR HYPERBOLIC ORBISURFACES

HUBER S THEOREM FOR HYPERBOLIC ORBISURFACES HUBER S THEOREM FOR HYPERBOLIC ORBISURFACES EMILY B. DRYDEN AND ALEXANDER STROHMAIER Abstract. We show that for compact orientable hyperbolic orbisurfaces, the Laplace spectrum determines the length spectrum

More information

Introduction to Modular Forms

Introduction to Modular Forms Introduction to Modular Forms Lectures by Dipendra Prasad Written by Sagar Shrivastava School and Workshop on Modular Forms and Black Holes (January 5-14, 2017) National Institute of Science Education

More information

10. Classifying Möbius transformations: conjugacy, trace, and applications to parabolic transformations

10. Classifying Möbius transformations: conjugacy, trace, and applications to parabolic transformations 10. Classifying Möbius transformations: conjugacy, trace, and applications to parabolic transformations 10.1 Conjugacy of Möbius transformations Before we start discussing the geometry and classification

More information

Kleine AG: Travaux de Shimura

Kleine AG: Travaux de Shimura Kleine AG: Travaux de Shimura Sommer 2018 Programmvorschlag: Felix Gora, Andreas Mihatsch Synopsis This Kleine AG grew from the wish to understand some aspects of Deligne s axiomatic definition of Shimura

More information

Classical modular group

Classical modular group Chapter 29 Classical modular group In this section, we introduce the classical modular group SL 2 (Z), examine the hyperbolic quotient in detail, and we discuss some arithmetic applications. 29. The fundamental

More information

The spectral zeta function

The spectral zeta function The spectral zeta function Bernd Ammann June 4, 215 Abstract In this talk we introduce spectral zeta functions. The spectral zeta function of the Laplace-Beltrami operator was already introduced by Minakshisundaram

More information

The Galois Representation Associated to Modular Forms (Part I)

The Galois Representation Associated to Modular Forms (Part I) The Galois Representation Associated to Modular Forms (Part I) Modular Curves, Modular Forms and Hecke Operators Chloe Martindale May 20, 2015 Contents 1 Motivation and Background 1 2 Modular Curves 2

More information

On the spectral expansion of hyperbolic Eisenstein series

On the spectral expansion of hyperbolic Eisenstein series On the spectral expansion of hyperbolic Eisenstein series J. Jorgenson, J. Kramer, and A.-M. v. Pippich Abstract In this article we determine the spectral expansion, meromorphic continuation, and location

More information

On the Langlands Program

On the Langlands Program On the Langlands Program John Rognes Colloquium talk, May 4th 2018 The Norwegian Academy of Science and Letters has decided to award the Abel Prize for 2018 to Robert P. Langlands of the Institute for

More information

ON THE SUP-NORM OF MAASS CUSP FORMS OF LARGE LEVEL. II

ON THE SUP-NORM OF MAASS CUSP FORMS OF LARGE LEVEL. II ON THE SUP-NORM OF MAASS CUSP FORMS OF LARGE LEVEL. II GERGELY HARCOS AND NICOLAS TEMPLIER Abstract. Let f be a Hecke Maass cuspidal newform of square-free level N and Laplacian eigenvalue λ. It is shown

More information

An introduction to arithmetic groups. Lizhen Ji CMS, Zhejiang University Hangzhou , China & Dept of Math, Univ of Michigan Ann Arbor, MI 48109

An introduction to arithmetic groups. Lizhen Ji CMS, Zhejiang University Hangzhou , China & Dept of Math, Univ of Michigan Ann Arbor, MI 48109 An introduction to arithmetic groups Lizhen Ji CMS, Zhejiang University Hangzhou 310027, China & Dept of Math, Univ of Michigan Ann Arbor, MI 48109 June 27, 2006 Plan. 1. Examples of arithmetic groups

More information

Arithmetic quantum chaos and random wave conjecture. 9th Mathematical Physics Meeting. Goran Djankovi

Arithmetic quantum chaos and random wave conjecture. 9th Mathematical Physics Meeting. Goran Djankovi Arithmetic quantum chaos and random wave conjecture 9th Mathematical Physics Meeting Goran Djankovi University of Belgrade Faculty of Mathematics 18. 9. 2017. Goran Djankovi Random wave conjecture 18.

More information

Equivalent trace sets for arithmetic Fuchsian groups

Equivalent trace sets for arithmetic Fuchsian groups Equivalent trace sets for arithmetic Fuchsian groups Grant S Lakeland December 30 013 Abstract We show that the modular group has an infinite family of finite index subgroups each of which has the same

More information

1. Pseudo-Eisenstein series

1. Pseudo-Eisenstein series (January 4, 202) Spectral Theory for SL 2 (Z)\SL 2 (R)/SO 2 (R) Paul Garrett garrett@math.umn.edu http://www.math.umn.edu/ garrett/ Pseudo-Eisenstein series Fourier-Laplace-Mellin transforms Recollection

More information

Zeta functions of buildings and Shimura varieties

Zeta functions of buildings and Shimura varieties Zeta functions of buildings and Shimura varieties Jerome William Hoffman January 6, 2008 0-0 Outline 1. Modular curves and graphs. 2. An example: X 0 (37). 3. Zeta functions for buildings? 4. Coxeter systems.

More information

Ω = Zτ + Z Im τ > 0. τ Mτ := aτ + b cτ + d. Γ := SL(2; Z) ={M Mat(2; Z) ; detm =1} H := {τ C ;Imτ > 0}.

Ω = Zτ + Z Im τ > 0. τ Mτ := aτ + b cτ + d. Γ := SL(2; Z) ={M Mat(2; Z) ; detm =1} H := {τ C ;Imτ > 0}. C z z + ω, ω Ω Ω C Ω C Ω = Zτ + Z Im τ > 0 τ τ Mτ := aτ + b cτ + d ( ) a b M = SL(2; Z) c d Γ := SL(2; Z) ={M Mat(2; Z) ; detm =1} Γ H := {τ C ;Imτ > 0} M SL(2; R) M Γ H Ω g 2 g 3 j = j(ω) :=(12g 2 ) 3

More information

The Langlands Program: Beyond Endoscopy

The Langlands Program: Beyond Endoscopy The Langlands Program: Beyond Endoscopy Oscar E. González 1, oscar.gonzalez3@upr.edu Kevin Kwan 2, kevinkwanch@gmail.com 1 Department of Mathematics, University of Puerto Rico, Río Piedras. 2 Department

More information

EXERCISES IN MODULAR FORMS I (MATH 726) (2) Prove that a lattice L is integral if and only if its Gram matrix has integer coefficients.

EXERCISES IN MODULAR FORMS I (MATH 726) (2) Prove that a lattice L is integral if and only if its Gram matrix has integer coefficients. EXERCISES IN MODULAR FORMS I (MATH 726) EYAL GOREN, MCGILL UNIVERSITY, FALL 2007 (1) We define a (full) lattice L in R n to be a discrete subgroup of R n that contains a basis for R n. Prove that L is

More information

THE FOURTH POWER MOMENT OF AUTOMORPHIC L-FUNCTIONS FOR GL(2) OVER A SHORT INTERVAL YANGBO YE

THE FOURTH POWER MOMENT OF AUTOMORPHIC L-FUNCTIONS FOR GL(2) OVER A SHORT INTERVAL YANGBO YE THE FOURTH POWER MOMENT OF AUTOMORPHIC -FUNCTIONS FOR G2 OVER A SHORT INTERVA YANGBO YE Abstract. In this paper we will prove bounds for the fourth power moment in the t aspect over a short interval of

More information

of S 2 (Γ(p)). (Hecke, 1928)

of S 2 (Γ(p)). (Hecke, 1928) Equivariant Atkin-Lehner Theory Introduction Atkin-Lehner Theory: Atkin-Lehner (1970), Miyake (1971), Li (1975): theory of newforms (+ T-algebra action) a canonical basis for S k (Γ 1 (N)) and hence also

More information

CLASSIFICATION OF TORSION-FREE GENUS ZERO CONGRUENCE GROUPS

CLASSIFICATION OF TORSION-FREE GENUS ZERO CONGRUENCE GROUPS PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 129, Number 9, Pages 2517 2527 S 0002-9939(01)06176-7 Article electronically published on April 17, 2001 CLASSIFICATION OF TORSION-FREE GENUS ZERO

More information

The distribution of prime geodesics for Γ \ H and analogues for free groups

The distribution of prime geodesics for Γ \ H and analogues for free groups Outline The distribution of prime geodesics for Γ \ H and analogues for free groups Yiannis Petridis 1 Morten S. Risager 2 1 The Graduate Center and Lehman College City University of New York 2 Aarhus

More information

ERGODIC DYNAMICAL SYSTEMS CONJUGATE TO THEIR COMPOSITION SQUARES. 0. Introduction

ERGODIC DYNAMICAL SYSTEMS CONJUGATE TO THEIR COMPOSITION SQUARES. 0. Introduction Acta Math. Univ. Comenianae Vol. LXXI, 2(2002), pp. 201 210 201 ERGODIC DYNAMICAL SYSTEMS CONJUGATE TO THEIR COMPOSITION SQUARES G. R. GOODSON Abstract. We investigate the question of when an ergodic automorphism

More information

z, w = z 1 w 1 + z 2 w 2 z, w 2 z 2 w 2. d([z], [w]) = 2 φ : P(C 2 ) \ [1 : 0] C ; [z 1 : z 2 ] z 1 z 2 ψ : P(C 2 ) \ [0 : 1] C ; [z 1 : z 2 ] z 2 z 1

z, w = z 1 w 1 + z 2 w 2 z, w 2 z 2 w 2. d([z], [w]) = 2 φ : P(C 2 ) \ [1 : 0] C ; [z 1 : z 2 ] z 1 z 2 ψ : P(C 2 ) \ [0 : 1] C ; [z 1 : z 2 ] z 2 z 1 3 3 THE RIEMANN SPHERE 31 Models for the Riemann Sphere One dimensional projective complex space P(C ) is the set of all one-dimensional subspaces of C If z = (z 1, z ) C \ 0 then we will denote by [z]

More information

TITLES & ABSTRACTS OF TALKS

TITLES & ABSTRACTS OF TALKS TITLES & ABSTRACTS OF TALKS Speaker: Reinier Broker Title: Computing Fourier coefficients of theta series Abstract: In this talk we explain Patterson s method to effectively compute Fourier coefficients

More information

Twists and residual modular Galois representations

Twists and residual modular Galois representations Twists and residual modular Galois representations Samuele Anni University of Warwick Building Bridges, Bristol 10 th July 2014 Modular curves and Modular Forms 1 Modular curves and Modular Forms 2 Residual

More information

A (very brief) History of the Trace Formula. James Arthur

A (very brief) History of the Trace Formula. James Arthur A (very brief) History of the Trace Formula James Arthur This note is a short summary of a lecture in the series celebrating the tenth anniversary of PIMS. The lecture itself was an attempt to introduce

More information

Chaotic Scattering on Hyperbolic Manifolds

Chaotic Scattering on Hyperbolic Manifolds Chaotic Scattering on Hyperbolic Manifolds Peter A Perry University of Kentucky 9 March 2015 With thanks to: The organizers for the invitation David Borthwick for help with figures The Participants for

More information

15 Elliptic curves and Fermat s last theorem

15 Elliptic curves and Fermat s last theorem 15 Elliptic curves and Fermat s last theorem Let q > 3 be a prime (and later p will be a prime which has no relation which q). Suppose that there exists a non-trivial integral solution to the Diophantine

More information

MORE NOTES FOR MATH 823, FALL 2007

MORE NOTES FOR MATH 823, FALL 2007 MORE NOTES FOR MATH 83, FALL 007 Prop 1.1 Prop 1. Lemma 1.3 1. The Siegel upper half space 1.1. The Siegel upper half space and its Bergman kernel. The Siegel upper half space is the domain { U n+1 z C

More information

COMPLEX MULTIPLICATION: LECTURE 15

COMPLEX MULTIPLICATION: LECTURE 15 COMPLEX MULTIPLICATION: LECTURE 15 Proposition 01 Let φ : E 1 E 2 be a non-constant isogeny, then #φ 1 (0) = deg s φ where deg s is the separable degree of φ Proof Silverman III 410 Exercise: i) Consider

More information

p-adic gauge theory in number theory K. Fujiwara Nagoya Tokyo, September 2007

p-adic gauge theory in number theory K. Fujiwara Nagoya Tokyo, September 2007 p-adic gauge theory in number theory K. Fujiwara Nagoya Tokyo, September 2007 Dirichlet s theorem F : totally real field, O F : the integer ring, [F : Q] = d. p: a prime number. Dirichlet s unit theorem:

More information

Schrödinger operators exhibiting parameter-dependent spectral transitions

Schrödinger operators exhibiting parameter-dependent spectral transitions Schrödinger operators exhibiting parameter-dependent spectral transitions Pavel Exner Doppler Institute for Mathematical Physics and Applied Mathematics Prague in collaboration with Diana Barseghyan, Andrii

More information

Quantum chaos on hyperbolic surfaces. Etienne Le Masson

Quantum chaos on hyperbolic surfaces. Etienne Le Masson Quantum chaos on hyperbolic surfaces Etienne Le Masson Contents Chapter. Introduction 5 Chapter 1. Hyperbolic geometry 7 1.1. Hyperbolic plane 7 1.2. Isometries 8 1.3. Geodesics 9 1.4. Geodesic flow 1

More information

Branching rules of unitary representations: Examples and applications to automorphic forms.

Branching rules of unitary representations: Examples and applications to automorphic forms. Branching rules of unitary representations: Examples and applications to automorphic forms. Basic Notions: Jerusalem, March 2010 Birgit Speh Cornell University 1 Let G be a group and V a vector space.

More information

GROSS-ZAGIER ON SINGULAR MODULI: THE ANALYTIC PROOF

GROSS-ZAGIER ON SINGULAR MODULI: THE ANALYTIC PROOF GROSS-ZAGIER ON SINGULAR MOULI: THE ANALYTIC PROOF EVAN WARNER. Introduction The famous results of Gross and Zagier compare the heights of Heegner points on modular curves with special values of the derivatives

More information

Introduction to L-functions II: of Automorphic L-functions.

Introduction to L-functions II: of Automorphic L-functions. Introduction to L-functions II: Automorphic L-functions References: - D. Bump, Automorphic Forms and Representations. - J. Cogdell, Notes on L-functions for GL(n) - S. Gelbart and F. Shahidi, Analytic

More information

20 The modular equation

20 The modular equation 18.783 Elliptic Curves Lecture #20 Spring 2017 04/26/2017 20 The modular equation In the previous lecture we defined modular curves as quotients of the extended upper half plane under the action of a congruence

More information

GEOMETRIC INVARIANTS FOR REAL QUADRATIC FIELDS

GEOMETRIC INVARIANTS FOR REAL QUADRATIC FIELDS GEOMETRIC INVARIANTS FOR REAL QUADRATIC FIELDS W. DUKE, Ö. IMAMOḠLU, AND Á. TÓTH Abstract. To an ideal class of a real quadratic field we associate a certain surface. This surface, which is a new geometric

More information

Analytic number theory for probabilists

Analytic number theory for probabilists Analytic number theory for probabilists E. Kowalski ETH Zürich 27 October 2008 Je crois que je l ai su tout de suite : je partirais sur le Zéta, ce serait mon navire Argo, celui qui me conduirait à la

More information

A brief overview of modular and automorphic forms

A brief overview of modular and automorphic forms A brief overview of modular and automorphic forms Kimball Martin Original version: Fall 200 Revised version: June 9, 206 These notes were originally written in Fall 200 to provide a very quick overview

More information

MATH 797MF PROBLEM LIST

MATH 797MF PROBLEM LIST MATH 797MF PROBLEM LIST PAUL E. GUNNELLS Please complete 20 of these problems. You can hand them in at any time, but please try to submit them in groups of 5 at a time. The problems cover a lot of different

More information

6 Orthogonal groups. O 2m 1 q. q 2i 1 q 2i. 1 i 1. 1 q 2i 2. O 2m q. q m m 1. 1 q 2i 1 i 1. 1 q 2i. i 1. 2 q 1 q i 1 q i 1. m 1.

6 Orthogonal groups. O 2m 1 q. q 2i 1 q 2i. 1 i 1. 1 q 2i 2. O 2m q. q m m 1. 1 q 2i 1 i 1. 1 q 2i. i 1. 2 q 1 q i 1 q i 1. m 1. 6 Orthogonal groups We now turn to the orthogonal groups. These are more difficult, for two related reasons. First, it is not always true that the group of isometries with determinant 1 is equal to its

More information

Introduction to Spectral Theory on Hyperbolic Surfaces

Introduction to Spectral Theory on Hyperbolic Surfaces Introduction to Spectral Theory on Hyperbolic Surfaces David Borthwick Contents 1. Hyperbolic geometry 1 2. Fuchsian groups and hyperbolic surfaces 4 3. Spectrum and resolvent 11 4. Spectral theory: finite-area

More information

Shifted Convolution L-Series Values of Elliptic Curves

Shifted Convolution L-Series Values of Elliptic Curves Shifted Convolution L-Series Values of Elliptic Curves Nitya Mani (joint with Asra Ali) December 18, 2017 Preliminaries Modular Forms for Γ 0 (N) Modular Forms for Γ 0 (N) Definition The congruence subgroup

More information

INSTANTON MODULI AND COMPACTIFICATION MATTHEW MAHOWALD

INSTANTON MODULI AND COMPACTIFICATION MATTHEW MAHOWALD INSTANTON MODULI AND COMPACTIFICATION MATTHEW MAHOWALD () Instanton (definition) (2) ADHM construction (3) Compactification. Instantons.. Notation. Throughout this talk, we will use the following notation:

More information

Cusp forms and the Eichler-Shimura relation

Cusp forms and the Eichler-Shimura relation Cusp forms and the Eichler-Shimura relation September 9, 2013 In the last lecture we observed that the family of modular curves X 0 (N) has a model over the rationals. In this lecture we use this fact

More information

Transition to the Adele Group

Transition to the Adele Group 1 Transition to the Adele Group This lecture transfers functions on the complex upper half plane that satisfy classical conditions to functions on a Lie group that satisfy more natural conditions, and

More information

Residual modular Galois representations: images and applications

Residual modular Galois representations: images and applications Residual modular Galois representations: images and applications Samuele Anni University of Warwick London Number Theory Seminar King s College London, 20 th May 2015 Mod l modular forms 1 Mod l modular

More information

Counting geodesic arcs in a fixed conjugacy class on negatively curved surfaces with boundary

Counting geodesic arcs in a fixed conjugacy class on negatively curved surfaces with boundary Counting geodesic arcs in a fixed conjugacy class on negatively curved surfaces with boundary Mark Pollicott Abstract We show how to derive an asymptotic estimates for the number of closed arcs γ on a

More information

1 Hermitian symmetric spaces: examples and basic properties

1 Hermitian symmetric spaces: examples and basic properties Contents 1 Hermitian symmetric spaces: examples and basic properties 1 1.1 Almost complex manifolds............................................ 1 1.2 Hermitian manifolds................................................

More information

Math 306 Topics in Algebra, Spring 2013 Homework 7 Solutions

Math 306 Topics in Algebra, Spring 2013 Homework 7 Solutions Math 306 Topics in Algebra, Spring 203 Homework 7 Solutions () (5 pts) Let G be a finite group. Show that the function defines an inner product on C[G]. We have Also Lastly, we have C[G] C[G] C c f + c

More information

p-adic families of modular forms

p-adic families of modular forms April 3, 2009 Plan Background and Motivation Lecture 1 Background and Motivation Overconvergent p-adic modular forms The canonical subgroup and the U p operator Families of p-adic modular forms - Strategies

More information

Dirichlet s Theorem. Martin Orr. August 21, The aim of this article is to prove Dirichlet s theorem on primes in arithmetic progressions:

Dirichlet s Theorem. Martin Orr. August 21, The aim of this article is to prove Dirichlet s theorem on primes in arithmetic progressions: Dirichlet s Theorem Martin Orr August 1, 009 1 Introduction The aim of this article is to prove Dirichlet s theorem on primes in arithmetic progressions: Theorem 1.1. If m, a N are coprime, then there

More information

Nodal lines of Laplace eigenfunctions

Nodal lines of Laplace eigenfunctions Nodal lines of Laplace eigenfunctions Spectral Analysis in Geometry and Number Theory on the occasion of Toshikazu Sunada s 60th birthday Friday, August 10, 2007 Steve Zelditch Department of Mathematics

More information

MA4H9 Modular Forms: Problem Sheet 2 Solutions

MA4H9 Modular Forms: Problem Sheet 2 Solutions MA4H9 Modular Forms: Problem Sheet Solutions David Loeffler December 3, 010 This is the second of 3 problem sheets, each of which amounts to 5% of your final mark for the course This problem sheet will

More information

Problem 1A. Use residues to compute. dx x

Problem 1A. Use residues to compute. dx x Problem 1A. A non-empty metric space X is said to be connected if it is not the union of two non-empty disjoint open subsets, and is said to be path-connected if for every two points a, b there is a continuous

More information

IN POSITIVE CHARACTERISTICS: 3. Modular varieties with Hecke symmetries. 7. Foliation and a conjecture of Oort

IN POSITIVE CHARACTERISTICS: 3. Modular varieties with Hecke symmetries. 7. Foliation and a conjecture of Oort FINE STRUCTURES OF MODULI SPACES IN POSITIVE CHARACTERISTICS: HECKE SYMMETRIES AND OORT FOLIATION 1. Elliptic curves and their moduli 2. Moduli of abelian varieties 3. Modular varieties with Hecke symmetries

More information

Part II. Number Theory. Year

Part II. Number Theory. Year Part II Year 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2017 Paper 3, Section I 1G 70 Explain what is meant by an Euler pseudoprime and a strong pseudoprime. Show that 65 is an Euler

More information

PERIOD FUNCTIONS AND THE SELBERG ZETA FUNCTION FOR THE MODULAR GROUP. John Lewis and Don Zagier

PERIOD FUNCTIONS AND THE SELBERG ZETA FUNCTION FOR THE MODULAR GROUP. John Lewis and Don Zagier PERIOD FUNCTIONS AND THE SELBERG ZETA FUNCTION FOR THE MODULAR GROUP John Lewis and Don Zagier The Selberg trace formula on a Riemann surface X connects the discrete spectrum of the Laplacian with the

More information

arxiv: v2 [math.nt] 3 Jul 2015

arxiv: v2 [math.nt] 3 Jul 2015 Heat ernel approach for sup-norm bounds for cusp forms of integral and half-integral weight Anilatmaja Aryasomayajula ariv:506.08497v2 [math.nt] 3 Jul 205 Abstract In this article, using the heat ernel

More information

SPECTRAL PROPERTIES OF THE LAPLACIAN ON BOUNDED DOMAINS

SPECTRAL PROPERTIES OF THE LAPLACIAN ON BOUNDED DOMAINS SPECTRAL PROPERTIES OF THE LAPLACIAN ON BOUNDED DOMAINS TSOGTGEREL GANTUMUR Abstract. After establishing discrete spectra for a large class of elliptic operators, we present some fundamental spectral properties

More information

On Partial Poincaré Series

On Partial Poincaré Series Contemporary Mathematics On Partial Poincaré Series J.W. Cogdell and I.I. Piatetski-Shapiro This paper is dedicated to our colleague and friend Steve Gelbart. Abstract. The theory of Poincaré series has

More information

Estimates for the resolvent and spectral gaps for non self-adjoint operators. University Bordeaux

Estimates for the resolvent and spectral gaps for non self-adjoint operators. University Bordeaux for the resolvent and spectral gaps for non self-adjoint operators 1 / 29 Estimates for the resolvent and spectral gaps for non self-adjoint operators Vesselin Petkov University Bordeaux Mathematics Days

More information

MODULUS OF CONTINUITY OF THE DIRICHLET SOLUTIONS

MODULUS OF CONTINUITY OF THE DIRICHLET SOLUTIONS MODULUS OF CONTINUITY OF THE DIRICHLET SOLUTIONS HIROAKI AIKAWA Abstract. Let D be a bounded domain in R n with n 2. For a function f on D we denote by H D f the Dirichlet solution, for the Laplacian,

More information

Projects on elliptic curves and modular forms

Projects on elliptic curves and modular forms Projects on elliptic curves and modular forms Math 480, Spring 2010 In the following are 11 projects for this course. Some of the projects are rather ambitious and may very well be the topic of a master

More information

Multiplicity free actions of simple algebraic groups

Multiplicity free actions of simple algebraic groups Multiplicity free actions of simple algebraic groups D. Testerman (with M. Liebeck and G. Seitz) EPF Lausanne Edinburgh, April 2016 D. Testerman (with M. Liebeck and G. Seitz) (EPF Lausanne) Multiplicity

More information

Countable Borel Equivalence Relations: The Appendix

Countable Borel Equivalence Relations: The Appendix Countable Borel Equivalence Relations: The Appendix Simon Thomas Rutgers University 17th November 2007 Popa s Cocycle Superrigidity Theorem In this lecture, we shall sketch the proof of: Theorem (Popa)

More information

Elliptic Curves as Complex Tori

Elliptic Curves as Complex Tori Elliptic Curves as Complex Tori Theo Coyne June 20, 207 Misc. Prerequisites For an elliptic curve E given by Y 2 Z = X 2 + axz 2 + bz 3, we define its j- invariant to be j(e = 728(4a3 4a 3 +27b. Two elliptic

More information

A remark on some fuchsian groups

A remark on some fuchsian groups NTMSCI 6, No. 2, 238-246 (2018) 238 New Trends in Mathematical Sciences http://dx.doi.org/10.20852/ntmsci.2018.287 A remark on some fuchsian groups Murat Beşenk Pamukkale University, Faculty of Arts and

More information

Möbius transformations Möbius transformations are simply the degree one rational maps of C: cz + d : C C. ad bc 0. a b. A = c d

Möbius transformations Möbius transformations are simply the degree one rational maps of C: cz + d : C C. ad bc 0. a b. A = c d Möbius transformations Möbius transformations are simply the degree one rational maps of C: where and Then σ A : z az + b cz + d : C C ad bc 0 ( ) a b A = c d A σ A : GL(2C) {Mobius transformations } is

More information

The Casselman-Shalika Formula for a Distinguished Model

The Casselman-Shalika Formula for a Distinguished Model The Casselman-Shalika ormula for a Distinguished Model by William D. Banks Abstract. Unramified Whittaker functions and their analogues occur naturally in number theory as terms in the ourier expansions

More information

Extended automorphic forms on the upper half plane. W. Casselman

Extended automorphic forms on the upper half plane. W. Casselman Extended automorphic forms on the upper half plane W. Casselman Abstract: A variant of Hadamard s notion of partie finie is applied to the theory of automorphic functions on arithmetic quotients of the

More information

here, this space is in fact infinite-dimensional, so t σ ess. Exercise Let T B(H) be a self-adjoint operator on an infinitedimensional

here, this space is in fact infinite-dimensional, so t σ ess. Exercise Let T B(H) be a self-adjoint operator on an infinitedimensional 15. Perturbations by compact operators In this chapter, we study the stability (or lack thereof) of various spectral properties under small perturbations. Here s the type of situation we have in mind:

More information

ON A SPECTRAL ANALOGUE OF THE STRONG MULTIPLICITY ONE THEOREM. 1. Introduction

ON A SPECTRAL ANALOGUE OF THE STRONG MULTIPLICITY ONE THEOREM. 1. Introduction ON A SPECTRAL ANALOUE OF THE STRON MULTIPLICITY ONE THEOREM CHANDRASHEEL BHAWAT AND C. S. RAJAN Abstract. We prove spectral analogues of the classical strong multiplicity one theorem for newforms. Let

More information

DETERMINANTS OF LAPLACIANS ON HILBERT MODULAR SURFACES. Yasuro Gon

DETERMINANTS OF LAPLACIANS ON HILBERT MODULAR SURFACES. Yasuro Gon Publ. Mat. 6 08, 65 639 DOI: 0.5565/PUBLMAT6808 DETERMINANTS OF LAPLACIANS ON HILBERT MODULAR SURFACES Yasuro Gon Abstract: We study regularized determinants of Laplacians acting on the space of Hilbert

More information

HECKE OPERATORS ON CERTAIN SUBSPACES OF INTEGRAL WEIGHT MODULAR FORMS.

HECKE OPERATORS ON CERTAIN SUBSPACES OF INTEGRAL WEIGHT MODULAR FORMS. HECKE OPERATORS ON CERTAIN SUBSPACES OF INTEGRAL WEIGHT MODULAR FORMS. MATTHEW BOYLAN AND KENNY BROWN Abstract. Recent works of Garvan [2] and Y. Yang [7], [8] concern a certain family of half-integral

More information

Hodge Structures. October 8, A few examples of symmetric spaces

Hodge Structures. October 8, A few examples of symmetric spaces Hodge Structures October 8, 2013 1 A few examples of symmetric spaces The upper half-plane H is the quotient of SL 2 (R) by its maximal compact subgroup SO(2). More generally, Siegel upper-half space H

More information

Basic Background on Mock Modular Forms and Weak Harmonic Maass Forms

Basic Background on Mock Modular Forms and Weak Harmonic Maass Forms Basic Background on Mock Modular Forms and Weak Harmonic Maass Forms 1 Introduction 8 December 2016 James Rickards These notes mainly derive from Ken Ono s exposition Harmonic Maass Forms, Mock Modular

More information

(E.-W. Zink, with A. Silberger)

(E.-W. Zink, with A. Silberger) 1 Langlands classification for L-parameters A talk dedicated to Sergei Vladimirovich Vostokov on the occasion of his 70th birthday St.Petersburg im Mai 2015 (E.-W. Zink, with A. Silberger) In the representation

More information

18 The analytic class number formula

18 The analytic class number formula 18.785 Number theory I Lecture #18 Fall 2015 11/12/2015 18 The analytic class number formula The following theorem is usually attributed to Dirichlet, although he originally proved it only for quadratic

More information

THE SCATTERING MATRIX FOR THE HILBERT MODULAR GROUP

THE SCATTERING MATRIX FOR THE HILBERT MODULAR GROUP THE SCATTERING MATRIX FOR THE HILBERT MODULAR GROUP RIAD MASRI Abstract In this paper, we compute the scattering matrix for the Hilbert modular group over an number field K We then express the determinant

More information

Continued fractions and geodesics on the modular surface

Continued fractions and geodesics on the modular surface Continued fractions and geodesics on the modular surface Chris Johnson Clemson University September 8, 203 Outline The modular surface Continued fractions Symbolic coding References Some hyperbolic geometry

More information

Declaration. Heidelberg, June 13, 2016

Declaration. Heidelberg, June 13, 2016 Jørgensen Lemma Fabian Cejka Eingereicht bei Prof. Dr. Anna Wienhard an der Universität Heidelberg Betreuer: Prof. Dr. Anna Wienhard, Dr. Gye-Seon Lee B A C H E L O R A R B E I T im Juni 2016 Declaration

More information

Transition: Eisenstein series on adele groups. 1. Moving automorphic forms from domains to groups

Transition: Eisenstein series on adele groups. 1. Moving automorphic forms from domains to groups May 8, 26 Transition: Eisenstein series on adele groups Paul Garrett garrett@math.umn.edu http://www.math.umn.edu/ garrett/ [This document is http://www.math.umn.edu/ garrett/m/mfms/notes 23-4/2 2 transition

More information

Introduction to Fourier Analysis

Introduction to Fourier Analysis Lecture Introduction to Fourier Analysis Jan 7, 2005 Lecturer: Nati Linial Notes: Atri Rudra & Ashish Sabharwal. ext he main text for the first part of this course would be. W. Körner, Fourier Analysis

More information