1 Introduction and statement of results
Let
$j(\tau )$
be the usual modular function for
$\operatorname {\mathrm {SL}}_2(\mathbb {Z})$
with Fourier expansion

where Its values at imaginary quadratic arguments in the upper-half of the complex plane are examples of singular moduli [Reference Zagier34]. They are algebraic integers that generate Hilbert class fields of imaginary quadratic fields, in addition to serving as isomorphism class invariants of elliptic curves with complex multiplication. Well-known examples of these values include

We consider the sequence of modular functions that satisfy

Each
$j_m(\tau )$
is a monic degree m polynomial in
$\mathbb {Z}[j(\tau )],$
and the set
$\{j_m(\tau ) : m \ge 0\}$
is a basis of
$M^!_0$
, the space of weakly holomorphic modular functions on
$\operatorname {\mathrm {SL}}_2(\mathbb {Z})$
. The first examples are
$j_0(\tau ) = 1$
and

In terms of the Hecke operators
$T_m$
(see [Reference Serre28, Ch. VII] and [Reference Zagier34]), for positive integers m, we have

We shall derive infinitely many relations for the singular moduli of these functions. To make this precise, for positive integers d with
$-d\equiv 0,1\ \pmod 4$
, we let
$\mathcal {Q}_d$
be the set of integral positive definite binary quadratic forms
with discriminant
$-d=B^2-4AC$
. The group
acts on
$\mathcal {Q}_d$
by

and does so with finitely many orbits, the number of which is the discriminant
$-d$
class number. For each
$Q \in \mathcal {Q}_d$
, we let
$\alpha _Q \in \mathbb {H}$
be a root of
$Q(\tau ,1) = 0.$
The numbers
$j_m(\alpha _Q)$
are its singular moduli.
We study the weighted traces of these values which are defined as follows. If we let
$\Gamma _Q$
be the stabilizer of Q in
$\Gamma $
, then it is well known that

Following Zagier [Reference Zagier34], the trace functions we consider are

For
$m = 0$
, where
$j_0(\tau )=1,$
we obtain the Hurwitz–Kronecker class numbers
These numbers are prominent in the Eichler–Selberg trace formula (for example, see [Reference Zagier32]) for the trace
$\mathrm {Tr}(n;2k)$
of the action of the Hecke operators
$T_n$
on
$S_{2k},$
the complex vector space of weight
$2k$
cusp forms on
$\operatorname {\mathrm {SL}}_2(\mathbb {Z}).$
Theorem (The Eichler–Selberg trace formula).
For integers
$k \ge 2$
, we have

where and

We generalize these formulas to traces of singular moduli, where (1.3) are the
$m=0$
cases of a doubly infinite suite of formulas in
$m\geq 0$
and
$\nu \geq 0.$
The general formulas involve the trace functions
$\mathbf {t}_m(4n-r^2)$
. To make this precise, for every
$\nu \geq 0$
and
$m\geq 0,$
we define the generating function

where for
$d\le 0$
, we let

By (1.3), each
$\mathrm {Tr}(n;2k)$
is essentially the nth coefficient of
$\mathcal {G}_{0,k-1}(\tau ).$
Therefore, we refer to any explicit formula for
$\mathcal {G}_{m,\nu }(\tau )$
as an Eichler–Selberg relation for m and
$\nu .$
Our first result establishes that these generating functions are weakly holomorphic modular forms, meromorphic modular forms whose poles (if any) are supported at cusps. For convenience, we let
$M^!_k$
denote the space of such weight k forms on
$\operatorname {\mathrm {SL}}_2(\mathbb {Z}).$
Theorem 1.1. If
$\nu \geq 0$
and
$m\geq 1,$
then we have that
$\mathcal {G}_{m,\nu }(\tau )\in M^!_{2\nu +2}.$
The
$\nu =0$
Eichler–Selberg relations only involve derivatives of the
$j_m(\tau )$
, as they generate
$M^!_2$
due to the absence of holomorphic modular forms. For convenience, we let
.
Theorem 1.2. For positive integers
$m,$
the following are true.
1) We have

2) If n is a positive integer, then we have

Example. Theorem 1.2, with
$m\in \{1, 2\}$
, gives Kaneko’s identities [Reference Kaneko16]

which he used to derive his well-known singular moduli formula for the coefficients of
$j(\tau )$

Such formulas have been extended to higher levels N in subsequent works [Reference Matsusaka18, Reference Matsusaka and Osanai19, Reference Ohta25]. Finally, as a different kind of generalization, Theorem 1.2 (2) shows how to express the coefficients of each
$j_m(\tau )$
in terms of traces of singular moduli.
For
$\nu> 0$
, there are holomorphic modular forms, and so the relations have richer structure. To make this precise, we recall the weight
$2k$
modular Poincaré series [Reference Bringmann, Folsom, Ono and Rolen4, Ch. 6.3]

where
$|_{2k}$
is the slash operator,
$\Gamma =\operatorname {\mathrm {PSL}}_2(\mathbb {Z})$
, and
$\Gamma _{\infty }$
is the stabilizer for the cusp infinity. The usual Eisenstein series is
$P_{2k,0}(\tau ) = E_{2k}(\tau ),$
and for negative integers
$-h$
, we have the weakly holomorphic

For small
$\nu ,$
when there are no cusp forms, we obtain the following Eichler–Selberg relations.
Theorem 1.3. If
$\nu \in \{1, 2, 3, 4, 6\},$
then for every positive integer m, the following are true.
1) We have that

2) If n is a positive integer, then we have

Remark. The Poincaré series in Theorem 1.3 are easily described in terms of the Eisenstein series

For
$k\in \{4, 6, 8, 10, 14\},$
we have

Generalizing (1.1), for
$m>1,$
we have the Hecke formula

Example. For positive integers
$n,$
Theorem 1.3 with
$\nu = 1$
and
$m=1$
implies that

Cusp forms arise in the general case. Special values of symmetrized shifted convolution L-functions, and Petersson norms control these cusp forms in these Eichler–Selberg relations. Throughout, we let
$d_{2k}$
denote the dimension of
$S_{2k}$
, the space of weight
$2k$
cusp forms on
$\operatorname {\mathrm {SL}}_2(\mathbb {Z}).$
Theorem 1.4. If
$\nu \geq 1$
and
$m \ge 1$
, then we have

where the
$f_j$
’s are normalized Hecke eigenforms of
$S_{2\nu +2}$
and

Example. Example 1 of [Reference Mertens and Ono22] gives
$\widehat {L}(\Delta , 1; 11)=-33.383\dots $
and
$\widehat {L}(\Delta , 2; 11)=266.439\dots ,$
which arise in Theorem 1.4 when
$\nu = 5$
and
$m\in \{1, 2\}.$
By brute force computation, we have

where

with
$\alpha = 1842.894\ldots $
. Using
$\|\Delta \|^2 = \langle \Delta , \Delta \rangle = 0.0000010353\ldots ,$
these numerics illustrate Theorem 1.4

Theorem 1.4 gives a doubly infinite family of modified Eichler–Selberg trace formulas, where Hecke eigenvalues are weighted by shifted convolution L-values and where traces of singular moduli
$\mathbf {t}_m(4n-r^2)$
replace the Hurwitz–Kronecker class numbers
$\mathbf {t}_0(4n-r^2)=H(4n-r^2).$
To make this precise, we let

where, as above,
$c_{f_j}(n)$
is the eigenvalue of
$T_n$
for the Hecke eigenform
$f_j\in S_{2k}.$
Corollary 1.5. If
$2k \in 2\mathbb {Z}^+\setminus \{2, 4, 6, 8, 10, 14\}$
and m is a positive integer, then we have

To obtain these results, we adapt Zagier’s novel (unpublished) proof [Reference Zagier32] of the Eichler–Selberg trace formula. In Section 2, we recall his proof and his work on traces of singular moduli, and we prove Theorems 1.1–1.3. The proof of Theorem 1.4 is more involved, as we make use of the theory of vector-valued Poincaré series, the arithmetic of half-integral weight Kloosterman sums, Rankin–Cohen bracket operators and symmetrized shifted convolution L-functions. In Section 3, we recall important formalities regarding vector-valued modular forms that transform according to the Weil representation. In Section 4, we relate the Fourier coefficients of half-integral weight Maass–Poincaré series to traces of singular moduli, and finally, in Section 5, we assemble these facts to prove Theorem 1.4.
2 Zagier’s work and the proofs of Theorems 1.1–1.3
In unpublished notes [Reference Zagier32], Zagier gave a novel proof of the Eichler–Selberg trace formula using harmonic Maass forms (see [Reference Bruinier and Funke7] or [Reference Bringmann, Folsom, Ono and Rolen4] for background on harmonic Maass forms). Saad and the third author [Reference Ono and Saad26] obtained further such formulas by modifying his argument. We adapt his argument in a different aspect.
2.1 Zagier’s Proof
We begin by sketching his proof, which relies on the following theorem.
Theorem (Zagier [Reference Zagier33]).
We have that

is a harmonic Maass form of weight
$3/2$
on
$\Gamma _0(4)$
, where
and
$\Gamma (s; x)$
is the incomplete Gamma function. Its holomorphic part is the Fourier series

Zagier uses a sequence of modular forms he constructs from
$\mathcal {H}(\tau )$
and Jacobi’s weight 1/2 theta function

To define these modular forms, he requires Atkin’s U-operator defined by

and the Rankin–Cohen bracket differential operators. For modular forms f and g (possibly non-holomorphic), with weights k and l, respectively, these operators are defined by

where . These functions are weight
$2\nu +k+l$
(possibly non-holomorphic) modular forms, which one can project to obtain a holomorphic modular form via an integral map
$\pi _{\mathrm {hol}}.$
Zagier studies the resulting sequence of modular forms
$\pi _{\mathrm {hol}}([\mathcal {H}, \theta ]_\nu |U_4)$
, where
$\nu \geq 1$
. He computes them in two ways. The first method is combinatorial, and it uses the identity (for example, see [Reference Mertens20, Reference Mertens21])

A straightforward brute force calculation with (2.3) gives

Therefore, the nth coefficient of
$\pi _{\mathrm {hol}}([\mathcal {H}, \theta ]_\nu |U_4)$
is

As an alternate calculation, Zagier combines (for example, see [Reference Eichler and Zagier13, Theorem 5.5]) the Rankin–Cohen bracket operators with Hecke–Petersson theory. As each
$\pi _{\mathrm {hol}}([\mathcal {H}, \theta ]_\nu |U_4)$
is a cusp form, we have

where the
$f_j$
’s form a basis of Hecke eigenforms for
$S_{2\nu +2}$
. In particular, we have
$T_n f_j = c_{f_j}(n) f_j,$
where

To compute the
$a_j,$
he expresses
$\mathcal {H}(\tau )$
in terms of Eisenstein series (see [Reference Ono and Saad26, Section 2.2] or [Reference Hirzebruch and Zagier14, Ch. 2]), which allows him to use the method of unfolding and the Rankin–Selberg method to derive the Petersson inner product identity (for example, see [Reference Bringmann, Folsom, Ono and Rolen4, Ch. 6.3])

For each j, this gives
$a_j=-2\binom {2\nu }{\nu }.$
Therefore, the nth coefficient of
$\pi _{\mathrm {hol}}([\mathcal {H}, \theta ]_\nu |U_4)$
is
$-2 \binom {2\nu }{\nu }\cdot \mathrm {Tr}(n; 2\nu +2),$
which when equated with (2.5) gives the Eichler–Selberg trace formula.
2.2 Proofs of Theorems 1.1–1.3
Zagier’s proof begins with the fact that
$\mathcal {H}^+(\tau )$
is the holomorphic part of a weight 3/2 harmonic Maass form. In 2002, Zagier [Reference Zagier34] greatly generalized this fact.
Theorem 5 of [Reference Zagier34].
For positive integers m, we have that

is a weakly holomorphic modular form of weight
$3/2$
on
$\Gamma _0(4)$
.
Proof of Theorem 1.1.
Emulating Zagier’s proof of the Eichler–Selberg trace formula, we replace
$\mathcal {H}^+(\tau )$
in (2.4) with the
$g_m(\tau )$
. Namely, we define

By the combinatorial calculation that gave (2.4), we obtain the earlier definition (1.5)

Furthermore, the theory of Rankin–Cohen brackets in this setting (see [Reference Eichler and Zagier13, Theorem 5.5]) implies that
$\mathcal {G}_{m,\nu }(\tau )$
is a weakly holomorphic modular form in
$M_{2\nu +2}^!.$
Proof of Theorem 1.2.
The space of weight 2 holomorphic modular forms is
$M_2 = \{0\}$
and

Therefore, we have

The first claim follows from (1.6). By comparing the nth coefficients, the second claim is obtained.
Proof of Theorem 1.3.
For
$\nu> 0$
, we note that

is a cusp form. We are merely cancelling the poles at infinity with Poincaré series that satisfy (1.8), and we capture the constant term with Eisenstein series
$P_{2\nu +2,0}(\tau )=E_{2\nu +2}(\tau )=1+\cdots .$
For
$\nu \in \{1, 2, 3, 4, 6\}$
, the space of cusp forms
$S_{2\nu +2}=\{0\}$
is trivial. Therefore, the theorem follows from the identity

3 Vector-valued modular forms
The proof of Theorem 1.4 is much more involved than the proofs of Theorems 1.2 and 1.3. Nevertheless, its proof is still based on Theorem 1.1, and the aim is to understand the Fourier expansion of
$\mathcal {G}_{m,\nu }(\tau )$
arithmetically in terms of traces of Hecke operators and shifted convolution L-functions. These calculations shall depend on the arithmetic of half-integral weight vector-valued modular forms that transform with respect to the Weil representation. To this end, here we recall essential preliminaries.
3.1 The Weil representation
Let
$\mathcal {O}(\mathbb {H})$
be the set of all holomorphic functions
$\phi : \mathbb {H} \to \mathbb {C}$
. For
$z \in \mathbb {C} \setminus \{0\}$
, we take the principal branch of
$z^{1/2}$
as
$\arg (z^{1/2}) \in (-\pi /2, \pi /2]$
. For an integer
$k \in \mathbb {Z}$
, we put
$z^{k/2} = (z^{1/2})^k$
. For
$n \in \mathbb {Z}_{\ge 0}$
, we put
, and
.
The metaplectic group
$\operatorname {\mathrm {Mp}}_2(\mathbb {R})$
is a group defined by

where the group operation is
As usual, we have , and for any
$\gamma = \bigl (\begin {smallmatrix}a & b \\ c & d\end {smallmatrix}\bigr ) \in \operatorname {\mathrm {SL}}_2(\mathbb {R})$
, we define
$j(\gamma , \tau ) = c\tau +d$
and
$\widetilde {\gamma } = \left (\bigl (\begin {smallmatrix}a & b \\ c & d\end {smallmatrix}\bigr ), j(\gamma , \tau )^{1/2} \right ) \in \operatorname {\mathrm {Mp}}_2(\mathbb {R})$
. Let
$\operatorname {\mathrm {Mp}}_2(\mathbb {Z})$
be the inverse image of
$\operatorname {\mathrm {SL}}_2(\mathbb {Z})$
under the projection
$\operatorname {\mathrm {Mp}}_2(\mathbb {R}) \to \operatorname {\mathrm {SL}}_2(\mathbb {R})$
. As usual, we let
and
It is well known that
$\operatorname {\mathrm {Mp}}_2(\mathbb {Z})$
is generated by
$\widetilde {T}$
and
$\widetilde {S}$
, (see [Reference Bruinier6, p.16]) and its center is generated by

Moreover, we let , representing the metaplectic stabilizer for the cusp at infinity.
We recall the Weil representation,Footnote 1 the unitary representation
$\rho : \operatorname {\mathrm {Mp}}_2(\mathbb {Z}) \to \operatorname {\mathrm {GL}}_2(\mathbb {C})$
defined by

We note that
$\rho (\widetilde {-I}) = \rho (\widetilde {S}^2) = -i I$
. We let
$\rho ^* : \operatorname {\mathrm {Mp}}_2(\mathbb {Z}) \to \operatorname {\mathrm {GL}}_2(\mathbb {C})$
be the dual representation of
$\rho $

We recall an explicit formula for
$\rho (\widetilde {\gamma })$
, which is easily derived from work of both Shintani [Reference Shintani29, Proposition 1.6] and Bruinier [Reference Bruinier6, Proposition 1.1], where for odd integers d, we let

Proposition 3.1. For
$c \ge 0$
, we have

We now give the definition of a vector-valued modular form that transforms under the Weil representation. If
$k \in \frac {1}{2} \mathbb {Z}$
and
$f: \mathbb {H} \to \mathbb {C}^2$
. For
$(\gamma , \phi (\tau )) \in \operatorname {\mathrm {Mp}}_2(\mathbb {Z}),$
then we define the slash operator

We say that
$f: \mathbb {H} \to \mathbb {C}^2$
is a weight k (vector-valued) modular form with respect to
$\rho $
if

for every
$(\gamma , \phi ) \in \operatorname {\mathrm {Mp}}_2(\mathbb {Z})$
. We define them for
$\rho ^*$
in a similar manner.
3.2 Jacobi’s theta functions
For later use, we recall the Jacobi theta functions (for example, see [Reference Eichler and Zagier13, Section 5]) in this context. If we set , where
we have

and The specialization
$\Theta (\tau , 0)$
is a weight 1/2 vector-valued modular form with respect to
$\rho $
, and in general is a (vector-valued) Jacobi form, which for
$(\gamma , \phi )\in \operatorname {\mathrm {Mp}}_2(\mathbb {Z}),$
in this case, means that

4 Maass–Poincaré series and traces of singular moduli
The proof of Theorem 1.4 relies on Maass–Poincaré series that transform with respect to the Weil representation. We construct these series following [Reference Bruinier6], and we relate them to traces of singular moduli. The goal of this section, Theorem 4.5, can be immediately derived as a special case of Alfes’ result [Reference Alfes1, Theorem 4.3], which applies the Kudla–Millson theta lift ([Reference Bruinier and Funke7]) to integer weight Poincaré series. However, we will also provide a direct proof that requires minimal advanced prior knowledge below.
4.1 The Whittaker functions
Let
$M_{\mu , \nu }(z)$
and
$W_{\mu , \nu }(z)$
be the Whittaker functions (for example, see [Reference Whittaker and Watson30, Ch. 16] and [Reference Magnus, Oberhettinger and Soni17, 24]). The next two lemmas are crucial for constructing Maass–Poincaré series.
Lemma 4.1 [Reference Magnus, Oberhettinger and Soni17, 7.2.1], [24, 13.15.19].
For positive integers
$n,$
we have

Lemma 4.2 [Reference Magnus, Oberhettinger and Soni17, 7.5.1], [24, 13.23.1].
For
$\operatorname {\mathrm {Re}}(\nu + \alpha + 1/2)> 0$
and
$2\operatorname {\mathrm {Re}}(z)> \beta > 0$
, we have

where
${}_2F_1(a,b; c; z)$
is the Gaussian hypergeometric function.
For
$n \in \mathbb {Z}$
,
$k \in \frac {1}{2} \mathbb {Z}$
,
$y> 0$
, and
$s \in \mathbb {C}$
, we define the modified Whittaker functions


The special values of these functions at
$s = k/2$
play a crucial role in the construction of the Maass–Poincaré series. To this end, for
$n < 0$
, we have

As for the
$\mathcal {W}$
-function, we have

(see [Reference Magnus, Oberhettinger and Soni17, 7.2.4]). Moreover, we note that, ([Reference Magnus, Oberhettinger and Soni17, 7.6.1], [24, 13.14]),

4.2 Kloosterman sums
The Fourier expansions of the Maass–Poincaré series require Kloosterman sums, which we recall here. For
$k \in \frac {1}{2}\mathbb {Z} \setminus \mathbb {Z}$
,
$m, n \in \mathbb {Z}$
, and
$c>0$
with
$c \equiv 0\ \pmod {4}$
, we define the half-integral weight Kloosterman sum by

where
$\overline {d} \in \mathbb {Z}/c\mathbb {Z}$
satisfies that
$d \overline {d} \equiv 1\ \pmod {c}$
. The condition
$d\ (c)^*$
means that d runs over
$d \in \mathbb {Z}/c\mathbb {Z}$
such that
$(c,d) = 1$
. We note that the Kloosterman sums satisfy

We now relate the Weil representation to such Kloosterman sums. For notational convenience, we let

Then the following sum formula holds for each entry of
$\rho (\widetilde {\gamma })$
.
Proposition 4.3. If
$\alpha , \beta \in \{0,1\}$
and m and n satisfy
$m \equiv -\alpha\ \pmod {4}$
and
$n \equiv -\beta\ \pmod {4},$
then for every positive integer c, we have

where we take any
$\gamma = \bigl (\begin {smallmatrix}a & b \\ c & d\end {smallmatrix}\bigr ) \in \operatorname {\mathrm {SL}}_2(\mathbb {Z})$
for which
$(c,d)$
forms its bottom row.
Proof. First, we check that the right-hand side is well defined. Let
$R_{\alpha \beta }(\gamma )$
denote its summand. It suffices to show that
$R_{\alpha \beta }(T^j \gamma T^l) = R_{\alpha \beta }(\gamma )$
holds for any
$j, l \in \mathbb {Z}$
. Since
$\widetilde {T^j \gamma T^l} = \widetilde {T}^j \widetilde {\gamma } \widetilde {T}^l$
holds, we have

Next, for each
$\gamma = \bigl (\begin {smallmatrix}a & b \\ c & d\end {smallmatrix}\bigr ) \in \operatorname {\mathrm {SL}}_2(\mathbb {Z})$
with
$c> 0$
, we prove the refined equation

where
$\overline {\delta }$
is the inverse of
$\delta $
in
$(\mathbb {Z}/4c\mathbb {Z})^\times $
. This immediately implies the proposition.
To confirm (4.8), let and
(
$j = 0,1,2,3$
). For simplicity, let
$\rho "(\gamma )_{\alpha \beta }$
denote the right-hand side of (4.8) and show that
$\rho "(\gamma )_{\alpha \beta } = \rho (\widetilde {\gamma })_{\alpha \beta }$
. If
$\delta $
is odd, then we can easily check that

We prove the case where
$c \equiv 1\ \pmod {2}$
and
$a \equiv 1\ \pmod {2}$
, leaving the others to the reader. We have

Since the value of the sum depends only on
$c, d\ \pmod {4}$
, a direct calculation yields

Combining simple calculations with Proposition 3.1, one obtains
$\rho (\widetilde {\gamma })_{\alpha \beta }$
.
4.3 The Maass–Poincaré series
Using the two previous subsections, we now construct the Maass–Poincaré series. We let and
. Assume that
$k \in \frac {1}{2} \mathbb {Z}$
satisfies
$2k \equiv 3\ \pmod {4}$
. For
$\alpha \in \{0, 1\}$
and
$m \equiv -\alpha\ \pmod {4}$
, we define the Maass–Poincaré series of weight k with respect to
$\rho ^*$
by

This series converges absolutely and uniformly on compact subsets in
$\operatorname {\mathrm {Re}}(s)> 1$
[Reference Bruinier6, p.29], and we note that
is invariant under
$|_{k,\rho ^*} (\gamma , \phi )$
for any
$(\gamma , \phi ) \in \widetilde {\Gamma }_\infty $
as
$2k \equiv 3\ \pmod {4}$
.
The Fourier expansions of the functions involve the Bessel functions (see [Reference Magnus, Oberhettinger and Soni17, Ch. 3] and [Reference Whittaker and Watson30, Ch. 17])

Proposition 4.4. For
$\operatorname {\mathrm {Re}}(s)> 1$
, we have

where

Proof. Dividing the sum of the Poincaré series into the identity class and the remaining part, we have

Let
$H_{k, \rho ^*}^{(\alpha , m)}(\tau , s)$
denote the sum of the second term. By following the exact same argument as in the proof of Theorem 1.9 in Bruinier’s book [Reference Bruinier6], we obtain the Fourier expansion,

where
$I_m(n)$
is given by

By combining this with Proposition 4.3, we obtain Proposition 4.4.
4.4 Traces of singular moduli
The coefficients of these functions are related to traces of singular moduli, as shown in several previous works (for example, see [Reference Bringmann and Ono5, Reference Bruinier, Jenkins and Ono8, Reference Duke, Imamoḡlu and Tóth12]). To make this precise, we consider weight 3/2 modular forms h on
$\Gamma _0(4)$
satisfying

We define for
$i \in \{0, 1\}$
, and then we have that

is a weight 3/2 vector-valued modular form with respect to
$\rho ^*$
(see [Reference Eichler and Zagier13, Section 5] and [Reference Bringmann, Folsom, Ono and Rolen4, Ch. 2]).
We relate the
$g_m(\tau )$
in (2.6) and
to the Maass–Poincaré expressions

where
$\alpha \equiv n^2\ \pmod {4}$
for each n. To be precise, we have the following theorem.
Theorem 4.5. If m is a nonnegative integer, then we have

Remark. We note that the case of
$m=0$
was stated by Williams [Reference Williams31, Example 5.1].
Sketch of the Proof. This result is standard, and so we sketch the proof. We first recall facts about Niebur–Poincaré series
$F_m(\tau , s)$
(see [Reference Niebur23] or [Reference Duke, Imamoḡlu and Tóth12, Section 4]), which are defined for
$\operatorname {\mathrm {Re}}(s)> 1,$
and give alternative expressions for the
$j_m(\tau )$
. Specifically, as described in [Reference Duke, Imamoḡlu and Tóth12, (4.10)], it is known that

and

For nonnegative integers m, the trace functions

have a direct connection to the coefficients of the earlier Maass–Poincaré series. Indeed, by combining the result of Duke, Imamoḡlu and Tóth in [Reference Duke, Imamoḡlu and Tóth12, Proposition 4] with our Proposition 4.4, for
$\operatorname {\mathrm {Re}}(s)> 1$
,
$m \ge 0$
, and
$d> 0$
with
$d \equiv 0, 3\ \pmod {4}$
, we obtain that

Therefore, (4.13) implies that

By applying (4.3) and (4.4), we thereby conclude the proof of the theorem.
Remark. We note that subtle technicalities arise in the proof of Theorem 4.5, which have been addressed in the aforementioned works but deserve commentary. The
$G_m(\tau , s)$
are defined for
$\operatorname {\mathrm {Re}}(s)> 1$
, where they enjoy the Fourier series expansion in Proposition 4.4. As we can only be analytically continued up to
$\operatorname {\mathrm {Re}}(s)> 3/4$
, care is required when letting
$s \to 3/4$
. In fact, the Fourier coefficients
$b_{-m^2, 3/2}^{(\beta )}(-n^2, s)$
have a simple pole at
$s = 3/4$
, which cancels out with a zero from
, (for example, see [Reference Duke, Imamoḡlu and Tóth12, Lemma 3]). This issue is addressed by examining the growth of the Fourier coefficients of
$G_m(\tau , s)$
, including
$\mathrm {Tr}_d(F_{-m}(\cdot , s))$
, as
$d \to \infty $
and the behavior as
$s \to 3/4$
. We refer the reader to [Reference Bruinier, Jenkins and Ono8, Reference Duke11, Reference Duke, Imamoḡlu and Tóth12] for these details.
5 Proof of Theorem 1.4
We have constructed the Poincaré series
$G_m(\tau , s)$
whose Fourier coefficients give the traces of singular moduli. We turn to the problem of providing the Hecke decomposition of
$\mathcal {G}_{m,\nu }(\tau )$
. Specifically, we compute the Petersson inner product
$\langle \mathcal {G}_{m,\nu }, f \rangle $
with a normalized Hecke eigenform f of
$S_{2\nu +2}$
. We first recall useful facts about Jacobi forms to relate the Rankin–Cohen brackets to these Poincaré series.
5.1 Jacobi forms and the modified heat operator
For a function
$\varphi : \mathbb {H} \times \mathbb {C} \to \mathbb {C}$
,
$\gamma \in \operatorname {\mathrm {SL}}_2(\mathbb {Z})$
, and positive integers
$k, m \in \mathbb {Z}_{>0}$
, we define the slash operator

and the weighted heat operator

where . Then, we have

for any
$\gamma \in \operatorname {\mathrm {SL}}_2(\mathbb {Z})$
(see [Reference Eichler and Zagier13, (11) in Section 3]). For simplicity, we put
.
Lemma 5.1. For a Poincaré series defined by

with test functions
$\psi _0, \psi _1: \mathbb {H} \to \mathbb {C}$
, we have

Proof. By a direct calculation with (3.4), we have

Since
${}^t \rho ((\gamma , \phi ))^{-1} \rho ^*((\gamma , \phi ))^{-1} = I$
and
$\phi (\tau )^{-4} = (c\tau +d)^{-2}$
, we obtain the result.
We require the following proposition for the
$p_k(r,n)$
in the Eichler–Selberg trace formula.
Proposition 5.2. For
$\nu , l \in \mathbb {Z}_{\ge 0}$
and
$r \in \mathbb {Z}$
, we define the differential operator by

Then, for a function
$: \mathbb {H} \to \mathbb {C}$
, we have the Taylor expansion

In particular, letting
$p_k(r,n)$
as in (1.4), we have that
$p_{2\nu +2}(r,D,0) = p_{2\nu +2}(r,D)$
and

Proof. We check that the Taylor coefficients of
$L_{2\nu } \circ \cdots \circ L_2 f(\tau ) (\zeta ^r + \zeta ^{-r})$
and the sequence (5.2) satisfy the same recursion. The claim is clear for
$\nu = 0$
. For
$\nu> 0$
, let

Then
$S_{\nu , l, j}$
satisfies the recursion

for
$\nu \ge 1$
and
$0 \le j \le \nu $
with
$S_{\nu , l, -1} = 0$
, which implies that

One can check that the Taylor coefficients also satisfy this recursion.
We use this proposition to understand the combinatorial properties of the Rankin–Cohen bracket operators, which is a slight generalization of [Reference Eichler and Zagier13, Theorem 5.5].
Proposition 5.3. Let
$\nu \ge 0$
be a nonnegative integer. For a modular form h of weight
$3/2$
on
$\Gamma _0(4)$
of the form (4.10), we have

Proof. By definition, we have

A direct calculation implies that

and

The last equation immediately follows from Proposition 5.2.
For each
$n \ge 0$
and
$\nu \ge 0$
, we define

Combining Theorem 4.5 and Lemma 5.3, for
$m\geq 1,$
we obtain the following key expressions:

The order of limits of s and z is interchanged, which is justified by the Remark at the end of Section 4.4.
5.2 The Selberg–Poincaré series
To prove Theorem 1.4 using (5.4), we must calculate
$\Phi _{n,\nu }(\tau , s)$
and
$\langle \Phi _{n, \nu }(\cdot , s), f\rangle $
at
$s = 3/4$
for Hecke eigenforms f. To this end, we use Selberg’s generalization [Reference Selberg27] of the Poincaré series in (1.7). For integers
$k\ge 2$
and
$m\in \mathbb {Z},$
they are defined by

This series converges absolutely and uniformly on compact subsets for
$\operatorname {\mathrm {Re}}(s)> 1-k/2$
and admits meromorphic continuation. In particular, it is known that
$P_{k,m}(\tau , s)$
is holomorphic at
$s = 1-k/2$
. This fact follows from comparing it with the Maass–Poincaré series defined by

Indeed, from (4.5), we have

Thus, for
$\operatorname {\mathrm {Re}}(s)> -k/2$
, the poles of these two types of Poincaré series agree. However, the Fourier expansion of the Maass–Poincaré series (see [Reference Jeon, Kang and Kim15, Theorem 3.2]) and the Weil bound for the Kloosterman sums imply its holomorphy at
$s = 1-k/2$
.
The next lemma describes the Petersson inner product of cusp forms with these series.
Lemma 5.4. For
$f \in S_k$
and
$m> 0$
, we have

Proof. It follows from the classical unfolding argument (see [Reference Bringmann, Folsom, Ono and Rolen4, Ch. 10.1], for instance).
5.3 The case of
$n=0$
Here, we calculate
$\langle \Phi _{0, \nu }(\cdot , s), f\rangle $
at
$s = 3/4$
for a normalized Hecke eigenform f. To this end, we decompose
$\Phi _{0,\nu }(\tau ,s)$
in terms of the Selberg–Poincaré series.
Proposition 5.5. We have that

Proof. By applying (5.1), Lemma 5.1 and Proposition 5.2,

The summand is calculated as

Then the claim follows from the Leibniz rule, where , and the fact that

The next result provides a formula for the Petersson norm of a cusp form f.
Theorem 5.6. For a normalized Hecke eigenform
$f \in S_{2\nu +2}$
, we have

Proof. First, we note that the Fourier coefficients of a normalized Hecke eigenform are real. By Lemma 5.4 and Proposition 5.5, we find that

As in [Reference Cohen and Strömberg10, Lemma 11.12.6], let

for
$f \in S_{2\nu +2}$
. Then, it is known that
$B(f,s)$
admits the meromorphic continuation to the whole
$\mathbb {C}$
-plane, and
$L(\mathrm {Sym}^2(f), s)$
has no poles (see [Reference Cohen and Strömberg10, Remark 11.12.8]). In particular,
$B(f, 2s+2\nu +1/2)$
has no pole at
$s = 3/4$
. Therefore, by [Reference Cohen and Strömberg10, Corollary 11.12.7], we have

5.4 The cases of
$n> 0$
We turn to the case of positive
$n.$
Again, we first decompose
$\Phi _{n,\nu }(\tau ,s).$
Proposition 5.7. For
$n> 0$
, we have

where we let

Proof. Arguing as above, by applying (5.1), Lemma 5.1 and Proposition 5.2, we obtain

The summand is calculated as

Similar to the case of
$n=0$
, direct calculation utilizing
yields

For the second term, by Lemma 4.1, we find that

The claim follows by combining these results.
We split the sum defining
$\Phi _{n, \nu }(\tau , s)$
into
$\Phi _{n, \nu }^+(\tau , s)$
and
$\Phi _{n, \nu }^-(\tau , s),$
based on the inequalities
$r^2> n^2$
or
$r^2 \le n^2.$
We consider them as
$s \to 3/4$
. By (4.5), the summand of the Poincaré series
$\widetilde {P}_{n,r}^{i_1, i_2} (\tau , s)$
satisfies

as . Therefore, for
$\operatorname {\mathrm {Re}}(s)> -\nu +i_1 + 3/4$
, the Poincaré series is holomorphic (in s). In particular,
$\widetilde {P}_{n,r}^{i_1, i_2} (\tau , s)$
is holomorphic at
$s = 3/4$
for
$0 \le i_1 < \nu $
. Regarding the case of
$i_1 = \nu $
, by a similar argument as in Section 5.2 – that is, by comparing it with the Selberg–Poincaré series or the Maass–Poincaré series – we see that it is also holomorphic at
$s=3/4$
. Therefore, we have

Since
$Q_{\nu ,0}(n,r) = p_{2\nu +2}(r, (r^2-n^2)/4)$
and
$\widetilde {P}_{n,r}^{0,0}(\tau , 3/4) = P_{2\nu +2, \frac {r^2-n^2}{4}}(\tau )$
, by (2.8), we have

As a counterpart to Theorem 5.6, the Petersson inner product of
$\Phi _{n, \nu }^+(\tau , s)$
with a Hecke eigenform is expressed in terms of the symmetrized shifted convolution L-functions.
Theorem 5.8. For a normalized Hecke eigenform
$f \in S_{2\nu +2}$
, we have

Proof. By Proposition 5.7, we have

The unfolding argument, combined with Lemma 4.2, gives

By changing variables
$r = 2m+n$
for
$r> n$
and
$r = -2m-n$
for
$r < -n$
, we have

where we note that
$Q_{\nu ,i}(n,-r) = Q_{\nu ,i}(n,r)$
holds. For a normalized Hecke eigenform
$f \in S_{2\nu +2}$
, since

the last sum becomes

Then, this Dirichlet series is holomorphic at
$s = 3/4$
. Indeed, since
$Q_{\nu , i_1+i_2} (n,2dm+n)$
has degree
$2(\nu -i_1-i_2)$
in m, it suffices to show that

(conditionally) converges at
$s = 3/4$
. This can be seen by partial summation using the estimate

with some
$\delta> 0$
, (see [Reference Blomer2, Corollary 1.4]). Therefore, all terms corresponding to nonzero
$(i_1, i_2)$
vanish as
$s \to 3/4$
, and we obtain

Since we have

and
$Q_{\nu ,0}(n,r) = p_{2\nu +2}(r, (r^2-n^2)/4)$
with (2.8) again, the proof is complete as

5.5 Proof of Theorem 1.4
We apply the results from the two previous subsections. For
$m> 0$
and
$\nu \ge 0$
, let

As stated in (5.4), we have

However, from (5.6), the minus part

For the plus part, by Theorem 5.6 and Theorem 5.8 and the Möbius inversion formula, we have

Combining these facts, we are pleased to obtain the conclusion of the theorem

Acknowledgements
The authors thank Masanobu Kaneko and Gyucheol Shin for comments that improved this paper.
Competing interest
The authors have no competing interest to declare.
Funding statement
This work was supported by the MEXT Initiative for Realizing Diversity in the Research Environment through Kyushu University’s Diversity and Super Global Training Program for Female and Young Faculty (SENTAN-Q). The second author was supported by JSPS KAKENHI (JP20K14292, JP21K18141 and JP24K16901). The third author thanks the Thomas Jefferson Fund and grants from the NSF (DMS-2002265 and DMS-2055118).