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\newtheorem{theorem}{Theorem}
\newtheorem{lemma}{Lemma}
\newtheorem{corollary}{Corollary}
\newtheorem{definition}{Definition}
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\usepackage{lipsum}
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\title{The superspace coinvariant ring}

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\author[R. Angarone, P. Commins, T. Karn, S. Murai, B. Rhoades, A. Wilson]{
Robert Angarone
\thanks{\href{mailto:angar017@umn.edu}{angar017@umn.edu}.}\addressmark{1},
Patricia Commins
\thanks{\href{mailto:angar017@umn.edu}{commi010@umn.edu}. P. Commins was partially supported by the NSF GRFP \#2237827}\addressmark{2},
Trevor Karn
\thanks{\href{mailto:tkkarn@tamu.edu}{tkkarn@tamu.edu}.}\addressmark{3},
Satoshi Murai\thanks{\href{mailto:s-murai@waseda.jp}{s-murai@waseda.jp}. S. Murai was partially supported by 
KAKENHI 25K06943 and 23K17298.}\addressmark{4},
Brendon Rhoades\thanks{\href{mailto:bprhoades@ucsd.edu}{bprhoades@ucsd.edu}. B. Rhoades was partially supported by NSF Grant DMS-2246846}\addressmark{5}, \and Andy Wilson 
\thanks{\href{mailto:awils342@kennesaw.edu}{awils342@kennesaw.edu}. A. Wilson was partially supported by AMS-Simons PUI Grant 434651.}\addressmark{6}}

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\address{
\addressmark{1}School of Mathematics, University of Minnesota, Minneapolis, MN, USA \\ 
\addressmark{2}Institute for Computational and Experimental Research in Mathematics, Providence, RI, USA \\ 
\addressmark{3}Department of Mathematics, Texas A\&M University, College Station, TX, USA \\ 
\addressmark{4}Department of Mathematics, Waseda University, Tokyo, Japan \\ 
\addressmark{5}Department of Mathematics, UC San Diego, La Jolla, CA, USA \\ 
\addressmark{6}Department of Mathematics, Kennesaw State University, Marietta, GA, USA}

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\received{\today}

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%% put your English abstract here, or comment this out if you don't have one yet
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\abstract{Let $\FF$ be a field of characteristic 0 and let $\Omega_n$ be the ring of regular differential forms on $\FF^n$. The natural action of $\symm_n$ on $\FF^n$ induces an action on $\Omega_n$. The {\em superspace coinvariant ring} is the quotient $SR_n$ of $\Omega_n$ by the ideal generated by $\symm_n$-invariants with vanishing constant term. We calculate the bigraded character of $SR_n$, describe a vector space basis of $SR_n$, and give an `operator theorem' which characterizes the associated inverse system. Our results prove conjectures of Bergeron, Colmenarejo, Li, Machacek, Reiner, Sagan, Sulzgruber, Swanson, Wallach, and Zabrocki.}

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\keywords{superspace, coinvariant ring, hyperplane arrangement}

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\begin{document}

\maketitle
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\section{Introduction}
\label{sec:Intro}

This extended abstract outlines the results in three papers \cite{ACKMR, MRW, RW} on the superspace coinvariant ring $SR_n$. We review classical $\symm_n$-coinvariant theory before introducing the object of study.

Let $\FF$ be a field of characteristic 0, let $\xx_n = (x_1,\dots,x_n)$ be a list of $n$ variables, and let $\FF[\xx_n] := \FF[x_1,\dots,x_n]$ be the rank $n$ polynomial ring. The symmetric group $\symm_n$ acts on $\FF[\xx_n]$ by subscript permutation. We write
\begin{equation}
    I_n := ( \FF[\xx_n]^{\symm_n}_+)
\end{equation}
for the ideal generated by $\symm_n$-invariant polynomials with vanishing constant term and
\begin{equation}
    R_n := \FF[\xx_n]/I_n
\end{equation}
for the corresponding quotient ring. The quotient $R_n$ is the {\em coinvariant ring} associated to the symmetric group; it is a graded $\symm_n$-module.

The ring $R_n$ is among the most important representations in algebraic combinatorics. E. Artin proved \cite{Artin} that $R_n$ has vector space basis given by the `substaircase' monomials $\{x_1^{a_1} \cdots x_n^{a_n} \,:\, a_i < i \}$. In particular, the Hilbert series of $R_n$ is given by\footnote{We use the $q$-notation $[n]_q := \frac{1-q^n}{1-q}, [n]!_q := [n]_q [n-1]_q \cdots [1]_q,$ and ${n \brack k}_q := \frac{[n]!_q}{[k]!_q \cdot [n-k]!_q}.$}
\begin{equation}
    \Hilb(R_n;q) = [n]!_q.
\end{equation}
Chevalley proved \cite{Chevalley} that there is an isomorphism of ungraded $\symm_n$-modules
\begin{equation}
    R_n \cong_{\symm_n} \FF[\symm_n]
\end{equation}
so that $R_n$ is a graded refinement of the regular representation of $\symm_n$. Lusztig and Stanley \cite{Stanley} gave the following combinatorial formula for the graded character of $R_n$:
\begin{equation}
    \grFrob(R_n;q) = \sum_{T \in \mathrm{SYT}(n)} q^{\mathrm{maj}(T)} \cdot s_{\lambda(T)}.
\end{equation}
Here $\mathrm{SYT}(n)$ is the family of standard Young tableaux with $n$ boxes, $\mathrm{maj}(T)$ is the major index of a tableau $T$, and $\lambda(T) \vdash n$ is the shape of $T$. Borel proved \cite{Borel} that $R_n$ presents the cohomology ring $H^*(G/B)$ of the type A$_{n-1}$ complete flag variety.

Now let $\xx_n = (x_1,\dots,x_n), \yy_n = (y_1,\dots,y_n)$ be two lists of $n$ variables. Write $\FF[\xx_n,\yy_n]$ for the rank $2n$ polynomial ring with its `diagonal' action
\begin{equation}
    w \cdot x_i := x_{w(i)}, \quad w \cdot y_i := y_{w(i)} 
\end{equation}
of $\symm_n$. Let $DI_n \subseteq \FF[\xx_n,\yy_n]$ be the ideal generated by $\symm_n$-invariants with vanishing constant term. Garsia and Haiman defined \cite{HaimanConjectures}  the {\em diagonal coinvariant ring}
\begin{equation}
    DR_n := \FF[\xx_n,\yy_n]/DI_n.
\end{equation}
Haiman used the algebraic geometry of Hilbert schemes to prove \cite{HaimanVanishing} that the ungraded $\symm_n$-action on $DR_n$ is isomorphic to its permutation action on size $n$ parking functions, up to a sign twist. Haiman also proved \cite{HaimanVanishing} that the bigraded Frobenius image of $DR_n$ is given by
\begin{equation}
    \grFrob(DR_n;q,t) = \nabla e_n
\end{equation}
where $\nabla$ is the Bergeron-Garsia {\em nabla operator} on symmetric functions. 

The rank $n$ {\em superspace ring} is the bigraded algebra
\begin{equation}
    \Omega_n := \FF[x_1,\dots,x_n] \otimes_\FF \wedge \{ \theta_1,\dots,\theta_n\}
\end{equation}
of regular differential forms on $\FF^n$.\footnote{The `super' refers to supersymmetry in physics, where the $x_i$ correspond to states of bosons and the $\theta_i$ correspond to states of fermions.} 
The defining action of $\symm_n$ on $\FF^n$ induces a diagonal action
\begin{equation}
    w \cdot x_i = x_{w(i)}, \quad w \cdot \theta_i = \theta_{w(i)}
\end{equation}
of $\symm_n$ on $\Omega_n$. Our object of study is as follows.


\begin{definition}
    \label{def:srn}
    The {\em superspace coinvariant ideal} is the two-sided ideal $SI_n \subseteq \Omega_n$ generated by the space $(\Omega_n)_+^{\symm_n}$ of $\symm_n$-invariants with vanishing constant term. The {\em superspace coinvariant ring} is the quotient
    \begin{equation}
        SR_n := \Omega_n/SI_n.
    \end{equation}
\end{definition}

The quotient $SR_n$ is a bigraded $\symm_n$-module with respect to $x$-degree and $\theta$-degree. It was introduced by the Fields Institute Combinatorics Group in 2018.\footnote{N. Bergeron, L. Colmenarejo, S. X. Li, J. Machacek, R. Sulzgruber, and M. Zabrocki} Write $\OP_n$ for the family of ordered set partitions of $[n] := \{1,\dots.n\}$. For example, one has 
\[
\OP_3 = \left\{
\begin{array}{c c c c c c }
(1 \mid 2 \mid 3), & (2 \mid 1 \mid 3), & (1 \mid 3 \mid 2), & (2 \mid 3 \mid 1), & (3 \mid 1 \mid 2), & (3 \mid 1 \mid 2), \cr
(1 \, 2 \mid 3), & (1 \, 3 \mid 2), & (2\, 3 \mid 1), & (1 \mid 2 \, 3), & (2 \mid 1 \, 3), & (3 \mid 1 \, 2), \cr
(1 \, 2 \, 3) & & & & &
\end{array}
\right\}.
\]
The Fields Group predicted that the structure $SR_n$ is governed by the combinatorics of $\OP_n$.

\begin{conjecture}
    \label{conj:fields}
    {\em (Fields Conjectures \cite{Zabrocki})} The superspace coinvariant ring $SR_n$ enjoys the following properties.
    \begin{enumerate}
        \item The vector space dimension of $SR_n$ is $\# \OP_n$.
        \item The bigraded Hilbert series of $SR_n$ is  $\Hilb(SR_n;q,z) = \sum_{k=1}^n z^{n-k} \cdot [k]!_q \cdot \Stir_q(n,k)$ where $q$ tracks $x$-degree, $z$ tracks $\theta$-degree, and $\Stir_q(n,k)$ is a $q$-Stirling number.
        %Andy: I might refer the reader to where we define the $q$-Stirling number (in Section 3).
        \item As ungraded $\symm_n$-modules, one has $SR_n \cong_{\symm_n} \FF[\OP_n] \otimes \sign$ where $\sign$ is the 1-dimensional sign representation of $\symm_n$.
        \item The bigraded Frobenius image of $SR_n$ is $\grFrob(SR_n;q,z) = \sum_{k=1}^n z^{n-k} \cdot C_{n,k}(\xx;q)$ where $C_{n,k}(\xx;q)$ is a symmetric function whose definition is given in Section~\ref{sec:Module}.
        %Andy: I might insert something in the previous sentence about how C_{n,k} ``is related to Macdonald eigenoperators'' or something like that.
    \end{enumerate}
\end{conjecture}

Shortly after Conjecture 1 appeared, other conjectures about $SR_n$ were proposed.
\begin{itemize}
    \item Sagan and Swanson \cite{SS} gave a conjectural monomial basis of $SR_n$ extending Artin's substaircase monomial basis of $R_n$.
    \item Swanson and Wallach \cite{SW} made an `operator conjecture' on the inverse system $SI_n^\perp$ associated to $SR_n$.
    \item Reiner \cite{ReinerComm} made a conjecture on the restriction of  $SR_n$ from $\symm_n$ to $\symm_{n-1}$ mirroring the usual combinatorial recursion relating ordered set partitions of $[n]$ to ordered set partitions of $[n-1]$.
\end{itemize}


The inscrutable Gr\"obner theory of the quotient ring $SR_n$ made these conjectures resistant to the `straightening' techniques often used to analyze quotient rings in algebraic combinatorics. Finding an elementary proof of any of these conjectures is an open problem. This extended abstract tells the story of how these conjectures were proven.
% This extended abstract tells the story of how these conjectures were established.
% Robbie: Is it better to use a word like `affirmed' or `proven,' instead of `established'? 
% Trevor: I agree and changed it.
% Brendon: I changed it to 'proven'. It seemed the least ambiguous.
% Trevor: I agree!

\section{Background}
\label{sec:Background}

\subsection{Symmetric Functions and Representation Theory}

We write $\Lambda = \bigoplus_{n \geq 0} \Lambda_n$ for the graded ring of symmetric functions in an infinite variable set $\xx = (x_1, x_2,\dots)$ over the ground field $\FF(q,t,z)$. Bases of the degree $n$ component $\Lambda_n$ are indexed by partitions $\lambda \vdash n$. We will use the elementary basis $\{ e_\lambda \}$ and the Schur basis $\{ s_\lambda \}$ of $\Lambda_n$. Let $\langle -,-\rangle$ be the Hall inner product on $\Lambda$ with respect to which the Schur basis is orthonormal.


Irreducible representations of the symmetric group $\symm_n$ are in one-to-one correspondence with partitions of $n$. Write $V^\lambda$ for the irreducible $\symm_n$-module corresponding to $\lambda \vdash n$. If $V$ is any finite-dimensional $\symm_n$-module, there are unique multiplicities $c_\lambda \geq 0$ so that $V \cong \bigoplus_{\lambda \vdash n} c_\lambda V^\lambda$.  The {\em Frobenius image} of $V$ is the symmetric function
\begin{equation}
    \Frob(V) := \sum_{\lambda \vdash n} c_\lambda \cdot s_\lambda
\end{equation}
obtained by replacing each irreducible with its corresponding Schur function. 
More generally, let $V = \bigoplus_{i \geq 0} V_i$ be a graded representation of $\symm_n$ with each  $V_i$ finite-dimensional. The {\em graded Frobenius image} of $V$ is the symmetric function
\begin{equation}
    \grFrob(V;q) := \sum_{i\geq0} \Frob(V_i) \cdot q^i.
\end{equation}
Still more generally, if $V = \bigoplus_{i,j \geq 0} V_{i,j}$ is a bigraded $\symm_n$-module, %with commuting degree $i$ and anticommuting degree $j$,
we write 
%Andy: Maybe just leave the bi-grading general, instead of ``commuting degree'' and ``anticommuting degree?''
%Trevor: +1
%Brendon: Agreed.
\begin{equation}
    \grFrob(V;q,z) := \sum_{i,j \geq 0} \Frob(V_{i,j}) \cdot q^i z^j
\end{equation}
for the {\em bigraded Frobenius image} of $V$. 

The {\em Hilbert series} of a graded vector space $V = \bigoplus_{i \geq 0} V_i$ is given by
\begin{equation}
    \Hilb(V;q) := \sum_{i\geq 0} \dim V_i \cdot q^i.
\end{equation}
Similarly, if $V = \bigoplus_{i,j \geq 0} V_{i,j}$ is a bigraded vector space %with commuting degree $i$ and anticommuting degree $j$, 
%Trevor - mirroring Andy's comment above.
the {\em (bigraded) Hilbert series} of $V$ is
\begin{equation}
    \Hilb(V;q,z) := \sum_{i,j \geq 0} \dim(V_{i,j}) \cdot q^i z^j.
\end{equation}

\subsection{Supercommutative Algebra}


For $1 \leq i \leq n$, the partial derivative operator $\partial/\partial x_i$ acts on the first tensor factor of the superspace ring $\Omega_n = \FF[x_1,\dots,x_n] \otimes \wedge \{ \theta_1,\dots,\theta_n\}$. The {\em contraction operator} (or {\em fermionic partial derivative}) $\partial/\partial \theta_i$ acts on the second tensor factor of $\Omega_n$ as follows. Consider distinct indices $1 \leq j_1, \dots, j_r \leq n$  so that $\theta_{j_1} \cdots \theta_{j_r}$ is a nonzero exterior monomial. 
% Trevor - do we need to say both contraction operator and fermionic partial derivative above? could we just say fermionic partial derivative?
% Brendon - these kinds of operators are often called `contraction', especially in homological contexts. I don't feel so strongly, but I was hoping that people working in e.g. Koszul theory might be interested.
One has 
\begin{equation}
    \partial/\partial \theta_i : \theta_{j_1} \cdots \theta_{j_r} \mapsto \begin{cases}
        (-1)^{s-1} \theta_{j_1} \cdots \theta_{j_{s-1}} \theta_{j_{s+1}} \cdots \theta_{j_r} & \text{if $j_s=i$,} \\
        0 & \text{if $j_1,\dots,j_r \neq i.$}
    \end{cases}
\end{equation}
The operators $\partial/\partial x_i$ and $\partial/\partial \theta_i$ satisfy the same relations as $\Omega_n$, viz.
\[
(\partial/\partial x_i) (\partial/\partial x_j) = (\partial/\partial x_j) (\partial/\partial x_i) \quad 
(\partial/\partial x_i) (\partial/\partial \theta_j) = 
(\partial/\partial \theta_j) (\partial/\partial x_i)\]
\[(\partial/\partial \theta_i) (\partial/\partial \theta_j) = 
- (\partial/\partial \theta_j) (\partial/\partial \theta_i)
\]
for all $1 \leq i,j \leq n$. For any superspace element $f = f(x_1,\dots,x_n,\theta_1,\dots,\theta_n)$, we thus have a well-defined operator $\partial f: \Omega_n \to \Omega_n$ given by
\[\partial f := f(\partial/\partial x_1,\dots,\partial/\partial x_n, \partial/\partial \theta_1,\dots,\partial/\partial\theta_n).\]

Let $I \subseteq \Omega_n$ be a bihomogeneous ideal. The {\em inverse system} (or {\em harmonic space}) is the subspace $I^\perp \subseteq \Omega_n$ given by 
\begin{equation}
    I^\perp := \{ g \in \Omega_n \,:\, (\partial f)(g) = 0 \text{ for all } f \in I \}.
\end{equation}
One can show that $I^\perp$ is a bigraded subspace of $\Omega_n$ with the same Hilbert series as $\Omega_n/I$. If $G \subseteq GL_n(\FF)$ is a finite matrix group, then $G$ acts on $\Omega_n$ by linear substitutions. If $I \subseteq \Omega_n$ is stable under the action of $G$, one can show that $I^\perp$ is also stable under the action of $G$ and that one has an isomorphism $\Omega_n/I \cong_G I^\perp$ of bigraded $G$-modules.






\section{Operator Theorem and Basis Transfer}
\label{sec:Operator}

There is a beautiful description of the inverse system $I_n^\perp$ attached to the classical coinvariant ideal $I_n \subseteq \FF[\xx_n]$. Write $\delta_n \in \FF[\xx_n]$ for the Vandermonde determinant
\begin{equation}
    \delta_n := \prod_{1 \leq i<j\leq n} (x_i - x_j).
\end{equation}
Steinberg proved \cite{Steinberg} that $I_n^\perp$ is the smallest linear subspace of $\FF[\xx_n]$ containing $\delta_n$ which is closed under the partial derivative operators $\partial/\partial x_i$ for $i = 1,\dots,n$. Our first result is a similar characterization of the inverse system $SI_n^\perp \subseteq \Omega_n$ of the superspace coinvariant ideal. For $j \geq 1$, let $d_j : \Omega_n \to \Omega_n$ be the {\em higher Euler operator}
\begin{equation}
    d_j (f) := \sum_{i=1}^n \frac{\partial^j f}{\partial x_i^j} \cdot \theta_i.
    %Andy: This font makes the j's in the exponent and the i's in the subscript hard to tell apart. Maybe we could use a different variable?
\end{equation}
When $j = 1$, the operator $d_1 = d$ is the usual boundary operator in de Rham cohomology. The following result was conjectured by Swanson and Wallach \cite{SW}.


\begin{theorem}
    \label{thm:operator} {\em (Operator Theorem \cite[R.--W.]{RW})}
    The inverse system $SI_n^\perp \subseteq \Omega_n$ is the smallest linear subspace of $\Omega_n$ which $\dots$
    \begin{itemize}
        \item contains the Vandermonde determinant $\delta_n$,
        \item is closed under the partial derivative operators $\partial/\partial x_1, \dots, \partial/\partial x_n$, and
        \item is closed under the higher Euler operator $d_j$ for all $j \geq 1$.
    \end{itemize}
\end{theorem}

Theorem~\ref{thm:operator} is similar in form to a result of Haiman's characterizing the inverse system $DI_n^\perp \subseteq \FF[\xx_n,\yy_n]$ in the case of two commuting sets of variables. Haiman proved \cite{HaimanVanishing} that $DI_n^\perp$ is the smallest linear subspace of $\FF[\xx_n,\yy_n]$ containing $\delta_n$ (in the $x$-variables) which is closed under the derivatives $\partial/\partial x_i, \partial/\partial y_i$ together with the `higher polarization operators'
\begin{equation}
    \rho_j (f) := \sum_{i=1}^n \frac{\partial^j f}{\partial x_i^j} \cdot y_i \quad \quad (j \geq 1).
\end{equation}


The proof of Theorem~\ref{thm:operator} in \cite{RW} is deeply intertwined with the proof of the following result. For a subset $J \subseteq [n]$, define a polynomial $f_J \in \FF[\xx_n]$ by
\begin{equation}
    f_J := \prod_{j \in J} \left(  x_j \times \prod_{j < k \leq n} (x_j - x_k) \right).
\end{equation}
We have the colon ideal $(I_n:f_J) := \{ g \in \FF[\xx_n] \,:\, g \cdot f_J \in I_n \} \subseteq \FF[\xx_n].$ The next result transfers vector space bases from the purely commutative quotients $\FF[\xx_n]/(I_n:f_J)$ to the superspace coinvariant ring $SR_n$. This trades a single problem in supercommutative algebra for $2^n$ problems in commutative algebra (where one has more tools).
%Trevor - added "single" above.
%Brendon - good.



\begin{theorem}
    \label{thm:basis-transfer} {\em (Basis Transfer \cite[R.--W.]{RW})} For each  $J \subseteq [n]$ let $\BBB_J \subseteq \FF[\xx_n]$ be a set of homogeneous polynomials.  Suppose  that $\BBB_J$ descends to a vector space basis of $\FF[\xx_n]/(I_n:f_J)$ for all $J \subseteq [n]$. Then the set 
    \[
    \BBB := \bigsqcup_{J \subseteq [n]} \BBB_J \cdot \theta_J
    \]
    descends to a vector space basis of $SR_n$, where the product $\theta_J := \prod_{j \in J} \theta_j$ is taken in increasing order.
\end{theorem}

Theorem~\ref{thm:basis-transfer} leads to an expression for the bigraded Hilbert series of $SR_n$. The {\em $q$-Stirling number} is defined by the recursion
\begin{equation}
    \Stir_q(n,k) := \Stir_q(n-1,k-1) + [k]_q \cdot \Stir_q(n-1,k)
\end{equation}
together with the initial condition $\Stir_q(0,k) := \delta_{k,0}$ (Kronecker delta). This is a $q$-analogue of the usual Stirling number $\Stir(n,k)$ counting $k$-block set partitions of $[n]$. 
The following result proves Parts 1 and 2 of the Fields Conjecture~\ref{conj:fields}.


\begin{theorem}
    \label{thm:hilbert} {\em (\cite[R.-W.]{RW})}
    The bigraded Hilbert series of $SR_n$ is given by
    \[
    \Hilb(SR_n;q,z) = \sum_{k=1}^n z^{n-k} \cdot [k]!_q \cdot \Stir_q(n,k).
    \]
\end{theorem}

The proofs of Theorems~\ref{thm:operator}, \ref{thm:basis-transfer} and \ref{thm:hilbert} make use of so-called {\em$J$-staircases}. 
% The proofs of Theorems~\ref{thm:operator}, \ref{thm:basis-transfer} and \ref{thm:hilbert} make use of staircases attached to subsets. 
% Trevor - I changed the previous sentence a bit.
Given a subset $J \subseteq [n]$,
the $J$-staircase $\stair(J) := (\stair(J)_1,\dots,\stair(J)_n)$ is defined recursively by
    \begin{equation}
        \stair(J)_1 := \begin{cases} 0 & 1 \in J, \\ 1 & 1 \notin J, \end{cases} \quad \quad
        \stair(J)_{i+1} := \begin{cases} \stair(J)_i & i+1 \in J, \\ \stair(J)_i + 1 & i+1 \notin J. \end{cases}
    \end{equation}
    When $n = 7$ and $J = \{3,5,6\}$ then $\stair(J) = (1,2,\underline{2}, 3, \underline{3}, \underline{3}, 4)$ where underlines indicate elements of $J$.
    %Patty: Maybe the ``indices i + 1 \in J underlined'' would be slightly clearer than the ``elements of J underlined''?
    %Trevor: I made a change I think addresses Patty's comment.
    %Brendon: I changed the wording slightly.
    
    In order to prove the above theorems, one finds \cite{RW} explicit homogeneous polynomials $p_{J,1},\dots,p_{J,n} \in \FF[\xx_n]$ with $\deg(p_{J,i}) = \stair(J)_i$ so that  $(I_n:f_J) = (p_{J,1},\dots,p_{J,n})$. The $p_{J,i}$ appearing in \cite{RW} have a complicated definition involving partial derivatives of complete homogeneous symmetric polynomials in partial variable sets.  The ideal equality $(I_n:f_J) = (p_{J,1},\dots,p_{J,n})$ implies that colon ideal $(I_n:f_J)$ is the unit ideal when $1 \in J$ and $p_{J,1},\dots,p_{J,n}$ is a regular sequence when $1 \notin J$. In particular, one has the Hilbert series
    \begin{equation}
    \label{eq:colon-hilbert}
        \Hilb(\FF[\xx_n]/(I_n:f_J);q) = \prod_{i=1}^n [\stair(J)_i]_q.
    \end{equation}
    Theorem~\ref{thm:hilbert} follows from  Equation~\eqref{eq:colon-hilbert} and Theorem~\ref{thm:basis-transfer}.







\section{Sagan--Swanson basis}
\label{sec:SS}

Theorem~\ref{thm:basis-transfer} and Equation~\eqref{eq:colon-hilbert} suggest a monomial basis of $SR_n$. For $J \subseteq [n]$, let
\begin{equation}
    \AAA_n(J) := \{ x_1^{a_1} \cdots x_n^{a_n} \,:\, a_i < \stair(J)_i \}
\end{equation}
be the set of monomials in the $x$-variables which fit under the $J$-staircase. These reduce to the usual Artin monomials $\{ x_1^{a_1} \cdots x_n^{a_n} \,:\, a_i < i \}$ when $J = \varnothing$. The following result was conjectured by Sagan and Swanson \cite{SS}.


\begin{theorem}
    \label{thm:S-basis} {\em (\cite[A.--C.--K.--M.--R.]{ACKMR})}
    For all $J \subseteq [n]$, the set $\AAA_n(J)$ descends to a vector space basis of $\FF[\xx_n]/(I_n:f_J)$. Furthermore, the set
    \[
    \AAA_n := \bigsqcup_{J \subseteq [n]} \AAA_n(J) \cdot \theta_J.
    \]
    of superspace monomials descends to a vector space basis of the superspace coinvariant ring $SR_n.$
\end{theorem}

The second part of Theorem~\ref{thm:S-basis} follows from the first part and Theorem~\ref{thm:basis-transfer}.  For example, if $n = 3$ we have the following vector space basis of $SR_3$.
\begin{center}
    \begin{tabular}{c | c | c} 
       $J \subseteq [3]$ & $\stair(J)$ & monomials in $\AAA_3$ \\ \hline
$\varnothing$ & $(1,2,3)$ & $\{x_2 x_3^2, \, x_2 x_3, \, x_3^2, \, x_2, \, x_3,  \, 1\}$ \\
$\{2\}$ & $(1,1,2)$ & $\{x_3 \theta_2, \, \theta_2\}$ \\
$\{3\}$ & $(1,2,2)$ & $\{x_2 x_3 \theta_3, \, x_2 \theta_3, \, x_3 \theta_3, \, \theta_3\}$ \\
$\{2,3\}$ & $(1,1,1)$ & $\{ \theta_2 \theta_3\}$
    \end{tabular}
\end{center}  
The subsets $J \subseteq [3]$ containing $1$ have $\stair(J)_1 = 0$ and so do not contribute any monomials to $\AAA_3$.

The proof of Theorem~\ref{thm:S-basis} in \cite{ACKMR} is indirect. Indeed, the authors do not know an elementary proof that $\AAA_n$ spans $SR_n$ using the relations of $SI_n$. Rather, the proof of Theorem~\ref{thm:S-basis} uses {\em Solomon--Terao (ST) algebras} associated to hyperplane arrangements as defined by Abe, Maeno, Murai, and Numata \cite{AMMN}. It is shown that the $\FF[\xx_n]/(I_n:f_J)$ are instances of these ST algebras for `southwest arrangements'. The southwest arrangements group into free triples leading to short exact sequences among their ST algebras which inductively give the desired bases $\AAA_n(J)$ of the $\FF[\xx_n]/(I_n:f_J)$.





\section{Module structure}
\label{sec:Module}

We turn to the bigraded $\symm_n$-isomorphism type of $SR_n$. For $k \leq n$, let $C_{n,k}(\xx;q) \in \Lambda_n$ be the following symmetric function:
\begin{equation}
    C_{n,k}(\xx;q) := \sum_{T \in \SYT(n)} q^{\maj(T) + {n-k \choose 2} - (n-k) \cdot \des(T)} {\des(T) \brack n-k}_q \cdot s_{\lambda(T)}.
\end{equation}
Here $\des(T)$ is the number of descents in a standard Young tableau $T$. In terms of Macdonald eigenoperators, one has $C_{n,k}(\xx;q) = \Delta'_{e_{k-1}} e_n \mid_{t \to 0}$ where $\Delta'_{e_{k-1}} : \Lambda \to \Lambda$ is a {\em delta operator}. 
There are combinatorial expressions for $C_{n,k}(\xx;q)$ involving statistics on ordered set partitions; we refer the reader to \cite{HRW,Rhoades} for the symmetric function avatars of $C_{n,k}(\xx;q)$.


The bigraded character $\grFrob(SR_n;q,z)$ is built out of the $C_{n,k}(\xx;q)$. The following result proves Parts 3 and 4 of the Fields Conjecture~\ref{conj:fields}.

\begin{theorem}
    \label{thm:graded-structure} {\em (\cite[M.--R.--W.]{MRW})}
    The bigraded Frobenius image of $SR_n$ is given by
    \[
    \grFrob(SR_n;q,z) = \sum_{k=1}^n z^{n-k} \cdot C_{n,k}(\xx;q).
    \]
\end{theorem}

As an example, when $n =  3$, Theorem~\ref{thm:graded-structure} gives the formula
\begin{multline*}
\grFrob(SR_3;q,z) = z^0 \cdot ( s_3 + q \cdot s_{21} + q^2 \cdot s_{21} + q^3 \cdot s_{111}) \\
+ z^1 \cdot (s_{21} + q \cdot (s_{21} + s_{111}) + q^2 \cdot s_{111}) + z^2 \cdot s_{111}.
\end{multline*}


\begin{proof} (Sketch)
    For $\mu = (\mu_1,\dots,\mu_r) \vdash n$, let $\symm_\mu := \symm_{\mu_1} \times \cdots \times \symm_{\mu_r}$ be the corresponding parabolic subgroup of $\symm_n$. Let $\varepsilon_\mu := \sum_{w \in \symm_\mu} \sign(w) \cdot w \in \FF[\symm_n]$ be the group algebra element which antisymmetrizes over $\symm_\mu$. If $V$ is an $\symm_n$-module, one has
    \begin{equation}
        \langle \Frob(V), e_\mu \rangle = \dim (\varepsilon_\mu \cdot V).
        %Trevor - Added parenthesis for clarification 
    \end{equation}
    Since $\{ e_\mu \,:\, \mu \vdash n \}$ is a basis of $\Lambda_n$, the symmetric function $\Frob(V) \in \Lambda_n$ is determined by the numbers $\dim (\varepsilon_\mu \cdot V)$ for $\mu \vdash n$. 
    %Trevor - could you omit "the symmetric function... for $\mu \vdash n$. Equivalently,"
    %Brendon - Strictly speaking, this could be omitted. We have three objects here: the module V, its symmetric functions Frob(V), and the numbers dim(\varepsilon_\mu \cdot V). I wanted to emphasize the status of Frob(V) vs. the dimensions, hopefully increasing clarity.
    Equivalently, if $V = \bigoplus_{i,j \geq 0} V_{i,j}$ then $\grFrob(V;q,z)$ is determined by the polynomials
    \begin{equation}\label{eqn:HallInnerProductAndHilb}
        \langle \grFrob(V;q,z),e_\mu \rangle = \Hilb( \varepsilon_\mu \cdot V;q,z), \quad \mu \vdash n.
    \end{equation}
    Taking $V = SR_n$ to be the superspace coinvariant ring, we prove that %$\Hilb(\varepsilon_\mu \cdot SR_n;q,z)$ 
    \Cref{eqn:HallInnerProductAndHilb}
    coincides with $\langle \sum_{k=1}^n z^{n-k} \cdot C_{n,k}(\xx;q),e_\mu \rangle$ for all $\mu \vdash n$.
    %Trevor - I replaced $\Hilb(\varepsilon_\mu...$ by Equation (5.3). If anyone doesn't like it, feel free to revert the change.

    If $f,g$ are polynomials in $q,z$,  write $f \leq g$ if $g-f$ has nonnegative coefficients. The inequality
    \begin{equation}
    \label{eq:upper-bound}
    \Hilb(\varepsilon_\mu \cdot SR_n;q,z) \leq \left\langle \sum_{k=1}^n z^{n-k} \cdot C_{n,k}(\xx;q),e_\mu \right\rangle
    \end{equation}
    follows from the basis result of Theorem~\ref{thm:S-basis}; applying $\varepsilon_\mu$ to the monomials of $\AAA_n$ and removing `obvious' linear dependencies gives a spanning set of $\varepsilon_\mu \cdot SR_n$ which implies \eqref{eq:upper-bound}. For the other inequality
    \begin{equation}
    \Hilb(\varepsilon_\mu \cdot SR_n;q,z) \geq \left\langle \sum_{k=1}^n z^{n-k} \cdot C_{n,k}(\xx;q),e_\mu \right\rangle
    \end{equation}
    one switches to the inverse system $SI_n^\perp$ and proves that there are sufficiently many linearly independent elements of $\varepsilon_\mu \cdot SI_n^\perp$ in the appropriate bidegrees.
\end{proof}

Theorem~\ref{thm:graded-structure} gives the following combinatorial interpretation of the ungraded $\symm_n$-structure of $SR_n$. Write $\OP_{n,k}$ for the family of ordered set partitions of $[n]$ with $k$ blocks, equipped with its permutation action of $\symm_n$.


\begin{corollary}
    \label{cor:ungraded-module} {(\em M.--R.--W. \cite{MRW})}
    We have an isomorphism of ungraded $\symm_n$-modules
    \[
    SR_n \cong_{\symm_n} \FF[\OP_n] \otimes \sign.
    \]
    In fact, for any $k \geq 1$, we have an isomorphism of ungraded $\symm_n$-modules
    \[
    \text{$\theta$-degree $n-k$ part of } SR_n \cong_{\symm_n} \FF[\OP_{n,k}] \otimes \sign.
    \]
\end{corollary}

The number $\# \OP_{n,k}$ of $k$-block ordered set partitions of $[n]$ satisfies the recursion
\begin{equation*}
    \# \OP_{n,k} = k \cdot ( \# \OP_{n-1,k-1} + \# \OP_{n-1,k})
\end{equation*}
coming from erasing the largest element $n$ (together with its block, if $\{n\}$ is a singleton). Reiner conjectured \cite{ReinerComm} a refinement of this recursion in $SR_n$. In the following result, we write $(SR_n)_d$ for the $\theta$-degree $d$ part of $SR_n$. Observe that $(SR_n)_d$ is a singly-graded $\symm_n$-module under $x$-degree.

\begin{corollary}
    \label{cor:reiner} {\em (Reiner's Conjecture \cite[M.--R.--W.]{MRW})}
    The restriction $\Res^{\symm_n}_{\symm_{n-1}} (SR_n)_{n-k}$ satisfies the following recursion:
    \begin{multline*}
        \grFrob( \Res^{\symm_n}_{\symm_{n-1}} (SR_n)_{n-k};q) = \\
        [k]_q \cdot \left( \grFrob( (SR_{n-1})_{n-k};q) + \grFrob((SR_{n-1})_{n-k-1};q) \right).
    \end{multline*}
\end{corollary}


\section{Future Directions}
\label{sec:Future}

A natural way to extend the above results on $SR_n$ is to consider a larger family of reflection groups. For clarity, we focus on the case where the ground field $\FF = \RR$ is the real numbers.

Let $W$ act by reflections on $V = \RR^n$. 
Let $\Omega$ be the algebra of regular differential forms on $V$, bigraded by polynomial and exterior degree. The action of $W$ on $V$ induces a bigraded action of $W$ on $\Omega$. 
Let $SI_W \subseteq \Omega$ be the ideal generated by $W$-invariant differential forms with vanishing constant term. The {\em $W$-superspace coinvariant ring} is the quotient 
\begin{equation}
    SR_W := \Omega/SI_W.
\end{equation}
Then $SR_W$ is a bigraded $W$-module with respect to polynomial and exterior degree.

We aim to give a combinatorial model for $SR_W$; here is a conjecture in this direction. Recall that the {\em Coxeter complex} of $W$ is the subdivision of $V = \RR^n$ formed by the reflecting hyperplanes of $W$. We write $\OP_W$ for the Coxeter complex and $\OP_{W,k} \subseteq \OP_W$ for its  {\em codimension} $k$ faces. The set $\OP_{W,k}$ carries a natural permutation action of $W$. We conjecture that $SR_W$ is `bounded from below' by $\OP_W$ as follows.

\begin{conjecture}
    \label{conj:coxeter}
    Let $W$ be a real reflection group. For any $k \geq 0$, there exists a $W$-equivariant surjection
    \begin{equation*}
        \varphi: (SR_W)_k \twoheadrightarrow \RR[\OP_{W,k}] \otimes \det
    \end{equation*}
    where $(SR_W)_k$ is the exterior degree $k$ part of $SR_W$ and $\det$ is the linear determinant character.
\end{conjecture}

Corollary~\ref{cor:ungraded-module} implies that Conjecture~\ref{conj:coxeter} is true, and that $\varphi$ is an isomorphism, in type A. Bhattacharya \cite{Bhattacharya} calculated the bigraded Hilbert series of $SR_W$ in types BC and, in particular, proved that $\dim (SR_W)_k = \# \OP_{W,k}$ in this case. In type F$_4$, the characters of $(SR_W)_k$ and $\RR[\OP_{W,k}] \otimes \det$ disagree only when $k = 2,3$. The group F$_4$ has 25 irreducible characters; we order them $\chi_1,\dots,\chi_{25}$ as in \texttt{sage}. If $\chi = a_1 \chi_1 + \cdots + a_{25} \chi_{25}$ is any character, we have a sequence $(a_1,\dots,a_{25})$ of multiplicities. The following table displays these multiplicities for $(SR_W)_k$ and $\RR[\OP_{W,k}] \otimes \det$.

\begin{center}
\begin{tabular}{c | l}
$k$ & \text{characters of $(SR_{W(F_4)})_{k}$ (top) and $\RR[\OP_{W(F_4),k}] \otimes \det$} (bottom) \\ \hline
2 & $
\begin{array}{l}
    (0, 6, 1, 1, 6, 0, 6, 0, 0, 5, 5, 12, {\bf 5}, 6, 8, 4, 16, 4, 16, 21, 10, 10, 3, 14, 18)\\
    (0, 6, 1, 1, 6, 0, 6, 0, 0, 5, 5, 12, {\bf 4}, 6, 8, 4, 16, 4, 16, 21, 10, 10, 3, 14, 18)
\end{array}$ 
\\ \hline
3 & $\begin{array}{l}
     (0, 4, 0, 0, 2, 0, 2, 0, 0, 1, 1, {~~}4, {\bf 1}, 0, 2, 0, 4, 0, 4, 6, 1, 1, 0, 2, 2)\\
    (0, 4, 0, 0, 2, 0, 2, 0, 0, 1, 1, {~~}4, {\bf 0}, 0, 2, 0, 4, 0, 4, 6, 1, 1, 0, 2, 2)
\end{array}$ 
\end{tabular}
\end{center}
The eagle-eyed reader will notice a single discrepancy in both cases: the algebraic character $(SR_W)_k$ contains one more copy of the `unlucky' degree 4 character $\chi_{13}$. This  gives some evidence that, although the map $\varphi$ in Conjecture~\ref{conj:coxeter} cannot always be an isomorphism, there is an uncanny resemblance between its domain and target.

In the context of two commuting sets of variables, Conjecture~\ref{conj:coxeter} is reminiscent of a famous result of Gordon \cite{Gordon}. Let  $W$ be a Weyl group with root lattice $Q$ and Coxeter number $h$. Then $W$ acts on the `finite torus' $Q/(h+1)Q$ as well as the coordinate ring ring $\RR[V \oplus V^*]$ of $V \oplus V^*$. The {\em $W$-diagonal coinvariant ring} is  $DR_W := \RR[V \oplus V^*]/DI_W$ where $DI_W$ is generated by $W$-invariants with vanishing constant term. Using Cherednik algebras, Gordon proved \cite{Gordon} that  a $W$-epimorphism $DR_W \twoheadrightarrow \RR[Q/(h+1)Q] \otimes \det$ exists. It would be interesting to see if  Gordon's ideas could shed light on Conjecture~\ref{conj:coxeter}.




\section*{Acknowledgements}


We thank Fran{\c c}ois Bergeron, Nantel Bergeron, Tom Braden, Darij Grinberg, Jim Haglund, Dani\"el Kroes, Yasuhide Numata, Vic Reiner, Bruce Sagan, Josh Swanson, Minh-Tam Trinh, Nolan Wallach, Tianyi Yu, and Mike Zabrocki for helpful conversations.
BR learned about $SR_n$ at a BIRS workshop in 2019. Part of this work was conducted at the Tokyo Metropolitan Government Building and also at the 2023 Minnesota Research Workshop in Algebra and Combinatorics with funding from National Science Foundation RTG Grant DMS-1745638. The authors thank BIRS, the University of Minnesota, and the Tokyo Metropolitan Government for providing excellent research environments.
%% Trevor - MRWAC was funded by the RTG, so I added it.

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