The derivatives of the heat kernel on symmetric spaces
A. Fotiadis, E. Papageorgiou

TL;DR
This paper derives estimates for the derivatives of the heat kernel on symmetric spaces and uses these to analyze the boundedness of related operators on locally symmetric spaces.
Contribution
It provides new derivative estimates of the heat kernel on symmetric spaces and applies them to study operator boundedness in a broad class of locally symmetric spaces.
Findings
Established derivative estimates for the heat kernel on symmetric spaces
Proved $L^{p}$-boundedness of Littlewood-Paley-Stein operators
Analyzed the Laplacian of the heat operator on locally symmetric spaces
Abstract
We derive estimates of the derivatives of the heat kernel on noncompact symmetric spaces and on locally symmetric spaces. Applying these estimates we study the -boundedness of Littlewood-Paley-Stein operators and the Laplacian of the heat operator on a wide class of locally symmetric spaces.
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Taxonomy
TopicsGeometric Analysis and Curvature Flows · advanced mathematical theories · Advanced Harmonic Analysis Research
The
derivatives of the heat kernel on symmetric spaces
Anestis Fotiadis
and
Effie Papageorgiou
[email protected] Department of Mathematics, Aristotle University of Thessaloniki, Thessaloniki 54.124, Greece
Abstract.
We derive estimates of the derivatives of the heat kernel on noncompact symmetric spaces and on locally symmetric spaces. Applying these estimates we study the -boundedness of Littlewood-Paley-Stein operators and the Laplacian of the heat operator on a wide class of locally symmetric spaces.
Key words and phrases:
heat kernel, time derivative, symmetric spaces, gradient estimates, locally symmetric spaces, Poincaré series, Littlewood-Paley-Stein operator.
2000 Mathematics Subject Classification:
Primary 58J35, Secondary 53C35, 43A85
1. Introduction and statement of the results
Our main objective in this article is to prove estimates of the derivatives of the heat kernel on noncompact symmetric spaces. We then obtain a variety of applications.
More than the results themselves, it is the method in the proof of our main result that is nontrivial. More specifically, we are able to estimate time derivatives of the heat kernel by combining sharp heat kernel estimates with rough estimates of its time derivatives, and by improving step by step the resulting estimates using an iterative argument. The final estimates obtained this way are precise.
A symmetric space is a homogeneous space that can be described as a coset Riemannian manifold where is a semisimple Lie group and is a maximal compact subgroup. From now on, will denote an -dimensional symmetric space.
Let and be the Lie algebras of and respectively. Let also be the subspace of which is orthogonal to with respect to the Killing form. Let be an abelian maximal subspace of , its dual and let be the root system of (,). Choose a set of positives roots. Let be the half-sum of positive roots counted with multiplicity. Let be the corresponding positive Weyl chamber and let be its closure. We have the Cartan decomposition . If , then it is uniquely written as with and .
Let be the Laplace-Beltrami operator on . Then, the heat kernel of is the fundamental solution of the heat equation . Note that the heat kernel is a -bi-invariant function, i.e., if , then .
Our main result is the following theorem.
Theorem 1**.**
If is a symmetric space of noncompact type, then for all and there is a constant such that
[TABLE]
**
There is a very rich and long literature concerning heat kernel estimates in various geometric contexts. See for example [2, 3, 5, 8], and the references therein. In particular, Davies and Mandouvalos in [5], obtained optimal estimates of the heat kernel in hyperbolic spaces and Anker and Ji in [2] and Anker and Ostellari in [3], obtained estimates of the heat kernel in the case of symmetric spaces. Estimates of the time derivatives of the heat kernel have been obtained in [12] for hyperbolic spaces, and in [4] and [6] on general geometric contexts.
Next, we shall find applications of Theorem 1. Firstly, we obtain gradient estimates of
Corollary 2**.**
If is a symmetric space of noncompact type, then for all there is a constant such that
[TABLE]
**
Let be a discrete torsion free subgroup of . Then the locally symmetric space , equipped with the projection of the canonical Riemannian structure of , becomes a Riemannian manifold. Denote by the Laplacian on and by the Riemannian distance on . We denote by the canonical projection and for we set . Denote by
[TABLE]
and
[TABLE]
the Poincaré series and the critical exponent respectively.
Set also
[TABLE]
Let Consider and such that .
Next, we obtain estimates of the heat kernel on a locally symmetric space.
Theorem 3**.**
Suppose that with . Then, for all there is a constant such that
[TABLE]
for all and .
Observe that the above result extends the results of Weber in [13].
Let be a -bi-invariant function and let denote the convolution operator whose kernel is . Let also , denote by its conjugate and set
[TABLE]
Assume that the following version of the Kunze-Stein phenomenon holds,
[TABLE]
where are the elementary spherical functions, is a vector of the euclidean sphere of and is the bottom of the spectrum of the Laplacian . For example, this is the case for , when (i) is a lattice, or (ii) possesses Kazhdan’s property (T) or (iii) is non-amenable, see [11] for more details.
Denote by the heat semigroup on . Fix . Then, for all we consider as in [1] the Littlewood-Paley-Stein operator
[TABLE]
Next, we apply Corollary 2 and Theorem 3 in order to prove -boundedness of various operators related to the heat semigroup , on certain locally symmetric spaces .
Theorem 4**.**
Suppose that satisfies (KS). Then, the operator is bounded on provided that
[TABLE]
The Littlewood-Paley-Stein operator was first introduced and studied by Lohoué [9], in the case of Riemannian manifolds of non-positive curvature. In a variety of geometric settings it has been proved that is bounded on under some conditions on (see for example [9]). In particular, in the case of a symmetric space , Anker in [1] has shown that is bounded in , provided . In the case of symmetric spaces, where [11], we observe that the condition (4) on becomes thus Theorem 4 extends the result of Anker in [1].
Finally, we obtain -estimates for the operator .
Theorem 5**.**
Suppose that satisfies (KS). Then, for all there exists such that
[TABLE]
This operator has been studied for complete Riemannian manifolds with bounded geometry by Davies in [4]. In [4] the -norm of the operator is proved to be bounded by a constant for In our case, we prove that it decays exponentially as thus we extend the result of Davies.
Let us now outline the organization of the paper. In Section 2 we recall some basic definitions about symmetric spaces and the heat kernel. In addition, we recall some results providing estimates of the heat kernel and estimates of its derivatives. In Section 3 we prove Theorem 1. Next, in Section 4, we obtain a variety of applications. Firstly, as a direct application we prove gradient estimates of the heat kernel. Next, we prove estimates of the derivatives of the heat kernel for locally symmetric spaces. Finally, we study Littlewood-Paley-Stein operators and the Laplacian of the heat operator. We prove that they are bounded on where is a locally symmetric space satisfying (KS).
Throughout this article the different constants will always be denoted by the same letter . When their dependence or independence is significant, it will be clearly stated.
2. Preliminaries
2.1. Symmetric and locally symmetric spaces
We shall recall some basic facts on symmetric and locally symmetric spaces. For details, see [1, 11].
As it is already mentioned in the Introduction, a symmetric space is the Riemannian manifold where is a real semisimple Lie group, connected, noncompact, with finite center and is a maximal compact subgroup of .
Let be the Lie algebra of and the Lie algebra of respectively. Denote by the orthogonal complement of then is the Cartan decomposition at the Lie algebra level. Let us choose a maximal abelian subspace of . Let be the dual space of . For any , let for all and set
[TABLE]
If then is called a root of the pair and is called the root space. Denote by the set of all roots. If is a root, then the only multiples of that can also be roots are , and A positive root is called indivisible if is not a root. We call an regular if for all . The set of regular elements of is the complement of a union of finitely many hyperplanes and the connected components are called Weyl chambers. Let us fix a Weyl chamber . With respect to this Weyl chamber a root is said to be positive if for all . We denote by the set of positive roots and by the set of indivisible positive roots. If is the closure of then we denote by and the cones corresponding to and in (see [13] for more details).
We have the Cartan decomposition of :
[TABLE]
Define to be the multiplicity of a root and let
[TABLE]
be half the sum of the positive roots counted according to their multiplicity.
Let and consider a base point Then, there are such that and Because of the Cartan decomposition, there are such that Then, the distance of is given by
[TABLE]
Recall that by the Cartan decomposition, the Haar measure on is written as
[TABLE]
where, is the normalised Haar measure of and the modular function satisfies:
[TABLE]
From (8) it follows that if is -bi-invariant, then
[TABLE]
Recall that there are positive constants and such that
[TABLE]
see [11] for more details.
If is a discrete, torsion free subgroup of isometries of , then the quotient space equipped with the projection of the Riemannian metric of is a Riemannian manifold and is called locally symmetric space. If is the canonical projection, we write . The distance on is given by
[TABLE]
2.2. The heat kernel on symmetric and locally symmetric spaces
Denote by the heat kernel on the symmetric space . The heat kernel on symmetric spaces has been extensively studied [2, 3]. Sharp estimates of the heat kernel have been real hyperbolic space have been obtained in [5] while in [2] Anker and Ji and Anker and Ostellari in [3], generalized results of [5] to all symmetric spaces of noncompact type. They proved the following sharp estimate
[TABLE]
for all and all Recall that we write for functions and if there is a positive constant such that
Set
[TABLE]
Note that (12) implies the following estimate
[TABLE]
for all and all
In [5], Davies and Mandouvalos obtained heat kernel estimates on quotients of the hyperbolic spaces, and in [13] Weber generalized these results on locally symmetric spaces.
Estimates of the time derivatives of the heat kernel are obtained by Mandouvalos and Tselepidis in [12] for the case of real hyperbolic spaces. In [6], Grigory’an derived Gaussian upper bounds for all time derivatives of the heat kernel, under some assumptions on the on-diagonal upper bound for on an arbitrary complete non-compact Riemannian manifold . More precisely, it is proved that if there exists an increasing continuous function such that
[TABLE]
then,
[TABLE]
where the sequence of functions is defined by
[TABLE]
We shall now apply the estimate (15) of Grigory’an in the case of symmetric spaces of noncompact type.
We note that according to (19),
[TABLE]
Let be the set of positive roots and be the rank of . Then, it holds , [3]. It follows from (13) that . Then,
[TABLE]
is an increasing function, thus we can invoke (15).
By an induction argument we get that
[TABLE]
Then, we get the following result.
Lemma 6**.**
Suppose that is a symmetric space of noncompact type. For all there is a constant such that
[TABLE]
where is defined by (13).
3. Estimates of the time derivatives of the heat kernel on symmetric spaces
Let be a noncompact symmetric space. Recall the heat kernel estimate
[TABLE]
for all and , where and are defined in (13).
In this section we shall prove the main result, stated in Theorem 1. For the proof of (1) we need several lemmata. The following lemma is technical but important for the proof of Theorem 1. Roughly speaking, according to the following result, an estimate for a function and its second derivative implies an estimate for its first derivative.
Lemma 7**.**
Let
[TABLE]
and assume that for fixed the function , satisfies
[TABLE]
and
[TABLE]
Then, for all , there is a constant , such that for all
[TABLE]
where
Proof.
Firstly, for all , the mean value theorem yields for some :
[TABLE]
Applying once again the mean value theorem, now on the function on we have
[TABLE]
It follows that
[TABLE]
Note that is a decreasing function of , since therefore
[TABLE]
Note also that , for . Thus (23) and the estimates (21) and (22) imply that
[TABLE]
Choose now
[TABLE]
Thus,
[TABLE]
From (20), it follows that Thus
[TABLE]
Consequently,
[TABLE]
and similarly
[TABLE]
Thus, from (24), (25) and (26) it follows that
[TABLE]
where , with constant. ∎
Next, we use an inductive argument. More precisely, we apply Lemma 7 and we are improving step by step the resulting estimates by using an iterative argument.
Lemma 8**.**
Suppose that is a symmetric space of noncompact type. Let us fix and set . Then, for all there are constants and such that
[TABLE]
for all and , where are defined in (13) and is a constant that depends on . Furthermore, the sequences satisfy the iteration formulas
[TABLE]
the inequalities , and the initial conditions
[TABLE]
Proof.
For every , consider the following statement : for all satisfies the estimate (27) and the constants appearing in (27) satisfy the iteration formulas (28) with initial conditions (29), and , . We shall then prove by induction, that holds for every .
For we have to prove that for all satisfies the estimate (27) and that the constants satisfy Also, we need to show that , .
Indeed, from Lemma 6 we get that for
[TABLE]
But, Thus
[TABLE]
i.e. (27) holds true for all , with Furthermore, from the estimates of the heat kernel in (19), we obtain that
[TABLE]
Thus (27) holds true also for and Last, from Lemma 6, for , we have , . Therefore the statement holds true.
Let us assume now that holds true. Thus, for all , there are constants such that satisfies the estimate (27). In addition, ,
We shall prove that holds true. Indeed, from the estimates of the heat kernel in (19), we have that
[TABLE]
Thus (27) holds true for with
For , consider the function
[TABLE]
From the validity of , we get that for and we have that
[TABLE]
with and . Note that and , from .
Thus, by Lemma 7, applied for the function , it follows that
[TABLE]
for all where and satisfy (28). Finally, from and (28) it is straightforward that and . Thus, the statement is valid and the proof of the lemma is complete. ∎
Remark 1**.**
The constant in relation (27) of Lemma 8 depends on and and it increases to infinity (when either or or ), but we only need the fact that it is finite for fixed .
Finally, we shall show that the estimates obtained are precise, by proving that if and then the exponents and converge to 1. More precisely, we shall prove the following result.
Lemma 9**.**
For any
[TABLE]
Proof.
We shall deal only with . The proof that is similar, and we shall omit it.
Claim 1. For every consider the following statement : for all
[TABLE]
We shall prove by induction that is valid for all .
For we have to prove that for all we have that Indeed, this is a consequence of the initial conditions and Thus holds true.
Let us assume now that holds true. Thus, for all we have that
We shall prove that holds true. Recall that by the induction assumption, for all , for and we have that and . Thus, from (28) it follows that
[TABLE]
thus the statement is valid and this completes the proof of Claim 1.
Claim 2. For every consider the following statement : for all
[TABLE]
We shall prove that is valid for all . We proceed once again by induction in
For we have to prove that for all Indeed, from (29) it follows that for all and Therefore the statement holds true.
Let us assume now that holds true, i.e. that for all
We shall prove that holds true, i.e. that for all Recall that by (28) we have that
[TABLE]
Then by the induction assumption for and we have that and Hence, from (34) we get that
[TABLE]
Thus the statement is valid and the proof of Claim 2 is complete.
Claim 3. For all
[TABLE]
Note that by Claim 2, the sequence is increasing in and by Claim 1, is bounded above. Thus exists and since then
[TABLE]
Note that , for all thus
Now, taking limits in the iteration formula (34) we obtain that
[TABLE]
thus
[TABLE]
This is a homogeneous linear recurrence relation with constant coefficients and the solutions of this equation are given by
[TABLE]
where are the roots of the equation
[TABLE]
Thus, we conclude that
[TABLE]
for some
Since , we get otherwise . Also, since , we get Thus, from (36) for we get (35) and the proof is complete. ∎
End of the proof of Theorem 1: To complete the proof of Theorem 1, notice that . Thus, taking sufficiently large and sufficiently close to zero, one has and Thus, from (27) and (31) it follows that
[TABLE]
Taking now into account that if , then there exists a constant such that for all we conclude that for every there exists a constant such that
[TABLE]
and the proof of Theorem 1 is complete.
Remark 2**.**
If is a Cartan-Hadamard manifold then, [7], the heat kernel of satisfies pointwise bounds of the type
[TABLE]
for some positive constants and . Proceeding as in Section 3, one can prove the following estimate: for all and there is a constant such that
[TABLE]
4. Applications
4.1. Estimates of the gradient of the heat kernel on symmetric spaces
As a direct application of Theorem 1, we obtain the gradient estimates of given in Corollary 2.
Proof of Corollary 2..
Let us recall that if is a complete, non-compact, -dimensional Riemannian manifold, with Ricci curvature bounded from below by , then by [8] for , we have that
[TABLE]
for all
Using the heat kernel estimate (19) as well as Theorem 1, and inequality (37), the result follows. ∎
4.2. Estimates of the time derivatives of the heat kernel on locally symmetric spaces
In this section we obtain estimates of the heat kernel time derivatives in the case of a locally symmetric space , and prove Theorem 3. Our results extend the estimates of Weber (see [13]).
Recall that
[TABLE]
Suppose that .
The heat kernel on is given by the formula
[TABLE]
[13].
Recall also that
[TABLE]
Consider and such that
[TABLE]
We shall now prove Theorem 3.
Proof of Theorem 3..
According to Theorem 1,
[TABLE]
Thus, taking into account that as well as that , we obtain the estimate
[TABLE]
Note that
[TABLE]
since with equality when and .
Thus, from (39) and (40) it follows that
[TABLE]
A summation argument implies that for every we have
[TABLE]
and the proof of Theorem 3 is complete. ∎
Remark 3**.**
Recall that the kernel of the Poisson semigroup on a Riemannian manifold is given by the following subordination formula:
[TABLE]
[2, p.1075]**, where is the heat kernel of . Using the estimates of Theorem 3, we obtain the following pointwise estimates for the Poisson kernel
[TABLE]
for all Similarly, one can prove that the kernel
[TABLE]
satisfies
[TABLE]
for all , if , and
[TABLE]
for all , if
4.3. Functions of the Laplacian
In this section we apply the estimates of the derivatives of the heat kernel and we obtain the -boundedness of some operators related to the heat semigroup.
4.3.1. Proof of Theorem 4
We shall consider separately the small time operator
[TABLE]
and the large time operator
[TABLE]
As noted in [1, p.276], the whole problem comes from the component
Note that if , then , where is the heat semigroup on , see for example [11, Lemma 5].
Let
[TABLE]
Then, the component can be handled by estimating
[TABLE]
and applying the Kunze-Stein phenomenon.
To be more precise, Theorem 1 and the gradient estimates of Corollary 2 imply the following upper bound.
Lemma 10**.**
For all , there exists such that
[TABLE]
for all
According to Kunze-Stein phenomenon (KS) for locally symmetric spaces, it holds
[TABLE]
Thus, to prove Theorem 4, it is enough to show that the integral in (45) converges.
Using the estimates of obtained in Lemma 10 and (10), we get that
[TABLE]
The integral above converges provided that
[TABLE]
Choosing small enough, it follows from (47) that the integral in (46) converges when
[TABLE]
Thus, is bounded on if (48) holds true.
Next, it is left to show that the component is bounded on We split the operator into two parts using a smooth cut-off function , with near the origin and in . Then, let and be the part of the operator associated to and , respectively.
We observe that the operator can be handled like , and the term can be handled as in the Euclidean case (see for example [1, p.278]). In particular, Anker [1, p. 278] proves that is bounded on for all , by controlling by a convolution operator that fits in singular integral theory. The same arguments give the continuity of on Proceeding as in [10, Proposition 13], we obtain the boundedness of on .
Remark 4**.**
Consider the Poisson operator whose kernel is given by
[TABLE]
(see [1] for more details).
Define the corresponding Littlewood-Paley-Stein operators. Then, in a similar way, one can prove that these operators are bounded on for as in Theorem 4, provided that
[TABLE]
If then the condition (49) on becomes thus we recover the result of Anker in [1].
4.3.2. Proof of Theorem 5
In this section we prove Theorem 5, which gives estimates of the norm
[TABLE]
From Theorem 1, it follows that for sufficiently small , there exists such that
[TABLE]
Thus, for proceeding as in the proof of Theorem 4, the estimate (50) and the Kunze-Stein phenomenon, imply that
[TABLE]
The integral above converges whenever
[TABLE]
which holds true for sufficiently small , since
Furthermore, from (51) we get that
[TABLE]
Next, it is left to show that for the operator is bounded on We split the operator into two parts using a smooth cut-off function , with near the origin and in . Let and
First, note that the operator can be handled like for . Next, it can be shown that the kernel of is in , using a summation argument and working as in the Euclidean case. Indeed, we have
[TABLE]
Using Theorem 1 and the fact that is supported around the origin,
[TABLE]
since the last sum is finite.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] J.-Ph. Anker, Sharp estimates for some functions of the Laplacian on noncompact symmetric spaces. Duke Math. J. 65 (1992), no. 2, 257-297.
- 2[2] J.-Ph. Anker, L. Ji, Heat kernel and Green function estimates on noncompact symmetric spaces. Geom. Funct. Anal. 9 (1999), no. 6, 1035-1091.
- 3[3] J.-Ph. Anker, P. Ostellari, The heat kernel on noncompact symmetric spaces, Amer. Math. Soc. Transl. Ser. 2, vol. 210 (2003), 27-46.
- 4[4] E. B. Davies, Pointwise bounds on the space and time derivatives of heat kernels. J. Operator Theory 21 (1989), no. 2, 367-378.
- 5[5] E. B. Davies, N. Mandouvalos, Heat kernel bounds on hyperbolic space and Kleinian groups. Proc. London Math. Soc. (3) 57 (1988), no. 1, 182-208.
- 6[6] A. Grigor’yan, Upper bounds of derivatives of the heat kernel on an arbitrary complete manifold. J. Funct. Anal. 127 (1995), no. 2, 363-389.
- 7[7] A. Grigor’yan, Estimates of heat kernels on Riemannian manifolds. Spectral theory and geometry . 140-225, London Math. Soc. Lecture Note Ser., 273 , Cambridge Univ. Press, Cambridge, 1999.
- 8[8] P. Li, S.T. Yau, On the parabolic kernel of the Schrödinger operator . Acta Math. 156 (1986), no. 3-4, 153-201.
