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LMG_quench.lyx
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LMG_quench.lyx
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#LyX 2.3 created this file. For more info see http://www.lyx.org/
\lyxformat 544
\begin_document
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\end_header
\begin_body
\begin_layout Title
Quenches in the LMG model
\end_layout
\begin_layout Section
LMG Model: Details for implementing numerically
\end_layout
\begin_layout Standard
We start with the following Hamiltonian
\begin_inset Formula
\begin{equation}
H=-\frac{J}{N}\sum_{i<j}\gamma_{x}\sigma_{i}^{x}\sigma_{j}^{x}+\gamma_{y}\sigma_{i}^{y}\sigma_{j}^{y}-\Gamma\sum_{i}\sigma_{i}^{z}
\end{equation}
\end_inset
A somewhat easier formula if we are more interested in the ferromagnetic
phase is, to make the following rotation of axis about
\begin_inset Formula $y$
\end_inset
:
\begin_inset Formula $z\rightarrow x$
\end_inset
,
\begin_inset Formula $x\rightarrow-z$
\end_inset
\begin_inset Formula
\begin{align}
H & =-\frac{J}{N}\sum_{i<j}\gamma_{z}\sigma_{i}^{z}\sigma_{j}^{z}+\gamma_{y}\sigma_{i}^{y}\sigma_{j}^{y}-\Gamma\sum_{i}\sigma_{i}^{x}\\
& =+\frac{J}{2N}\left(\sum_{i}\gamma_{z}\left(\sigma_{i}^{z}\right)^{2}+\gamma_{y}\left(\sigma_{i}^{y}\right)^{2}\right)-\frac{J}{2N}\left(\sum_{ij}\left(\gamma_{z}\sigma_{i}^{z}\sigma_{j}^{z}+\gamma_{y}\sigma_{i}^{y}\sigma_{j}^{y}\right)\right)-\Gamma\sum_{i}\sigma_{i}^{x}\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{J}{2N}\sum_{i,j}\left(\gamma_{z}\sigma_{i}^{z}\sigma_{j}^{z}+\gamma_{y}\sigma_{i}^{y}\sigma_{j}^{y}\right)-\Gamma\sum_{i}\sigma_{i}^{x}
\end{align}
\end_inset
Now defining the total spin variables,
\begin_inset Formula $S_{z}=\frac{1}{2}\sum_{i}\sigma_{i}^{z}$
\end_inset
,
\begin_inset Formula $S_{x}=\frac{1}{2}\sum_{i}\sigma_{i}^{x}$
\end_inset
,
\begin_inset Formula $S_{y}=\frac{1}{2}\sum_{i}\sigma_{i}^{y}$
\end_inset
, and
\begin_inset Formula $S^{2}=S_{x}^{2}+S_{y}^{2}+S_{z}^{2}$
\end_inset
,
\begin_inset Formula $S_{\pm}=\left(S_{x}\pm iS_{y}\right)$
\end_inset
we obtain,
\begin_inset Formula
\begin{align*}
H & =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{z}^{2}-\frac{2J\gamma_{y}}{N}S_{y}^{2}-2\Gamma S_{x}\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{z}^{2}+\frac{J\gamma_{y}}{2N}\left(S_{+}-S_{-}\right)^{2}-2\Gamma S_{x}\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{z}^{2}-\frac{J\gamma_{y}}{2N}\left(S_{+}S_{-}+S_{-}S_{+}\right)+\frac{J\gamma_{y}}{2N}\left(S_{+}^{2}+S_{-}^{2}\right)-2\Gamma S_{x}\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{z}^{2}-\frac{J\gamma_{y}}{N}\left(S^{2}-S_{z}^{2}\right)+\frac{J\gamma_{y}}{2N}\left(S_{+}^{2}+S_{-}^{2}\right)-\Gamma\left(S_{+}+S_{-}\right)\\
\Rightarrow H & =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\left(1-\frac{2S^{2}}{N}\right)\right)-\frac{J\left(2\gamma_{z}-\gamma_{y}\right)}{N}S_{z}^{2}+\frac{J\gamma_{y}}{2N}\left(S_{+}^{2}+S_{-}^{2}\right)-\Gamma\left(S_{+}+S_{-}\right)
\end{align*}
\end_inset
We know that the eigenstates are just total angular momentum states given
by
\begin_inset Formula $|S,M\rangle$
\end_inset
with
\begin_inset Formula $M\in\{-S,\cdots S\}$
\end_inset
and
\begin_inset Formula $S\in\left\{ 0\cdots\frac{N}{2}\right\} $
\end_inset
.
Since different
\begin_inset Formula $S$
\end_inset
-sectors do not talk to each other, we will focus on the largest
\begin_inset Formula $S$
\end_inset
given by
\begin_inset Formula $S=\frac{N}{2}$
\end_inset
.
This means
\begin_inset Formula $S^{2}\rightarrow\frac{N}{2}\left(\frac{N}{2}+1\right)$
\end_inset
.
Now in this sector we have,
\begin_inset Formula
\begin{equation}
H=\frac{J}{2}\left(\gamma_{z}-\frac{\gamma_{y}N}{2}\right)-\frac{J\left(2\gamma_{z}-\gamma_{y}\right)}{N}S_{z}^{2}+\frac{J\gamma_{y}}{2N}\left(S_{+}^{2}+S_{-}^{2}\right)-\Gamma\left(S_{+}+S_{-}\right)
\end{equation}
\end_inset
Now, we need to find the action of the different spin operators on the states
\begin_inset Formula
\begin{align}
S_{z}|S,M\rangle & =M|S,M\rangle\\
S^{2}\left|S,M\rangle\right| & =S\left(S+1\right)|S,M\rangle\\
S_{+}|S,M\rangle & =\sqrt{S\left(S+1\right)-M\left(M+1\right)}|S,M+1\rangle\\
S_{-}|S,M\rangle & =\sqrt{S\left(S+1\right)-M\left(M-1\right)}|S,M-1\rangle\\
S_{+}S_{-}|S,M\rangle & =\left(S^{2}-S_{z}^{2}-S_{z}\right)|S,M\rangle=\left[S\left(S+1\right)-M\left(M-1\right)\right]|S,M\rangle\\
S_{-}S_{+}|S,M\rangle & =\left[S\left(S+1\right)-M\left(M+1\right)\right]|S,M\rangle
\end{align}
\end_inset
Now we are ready to write down the matrix elements,
\begin_inset Formula
\begin{align}
\left\langle S=\frac{N}{2},M\right|H\left|S=\frac{N}{2},M^{\prime}\right\rangle & =\delta_{MM^{\prime}}\left[\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\left(1-\frac{2S\left(S+1\right)}{N}\right)\right)-\frac{J\left(2\gamma_{z}-\gamma_{y}\right)}{N}M^{2}\right]+\nonumber \\
& \ \ \ \delta_{MM^{\prime}-2}\left[\frac{J\gamma_{y}}{2N}\sqrt{\left(S\left(S+1\right)-\left(M+2\right)\left(M+1\right)\right)\left(S\left(S+1\right)-M\left(M+1\right)\right)}\right]+\nonumber \\
& \ \ \ \delta_{MM^{\prime}+2}\left[\frac{J\gamma_{y}}{2N}\sqrt{\left(S\left(S+1\right)-\left(M-2\right)\left(M-1\right)\right)\left(S\left(S+1\right)-M\left(M-1\right)\right)}\right]+\nonumber \\
& \ \ \ \delta_{MM^{\prime}-1}\left[-\Gamma\sqrt{\left(S\left(S+1\right)-M\left(M+1\right)\right)}\right]+\nonumber \\
& \ \ \ \delta_{MM^{\prime}+1}\left[-\Gamma\sqrt{\left(S\left(S+1\right)-M\left(M-1\right)\right)}\right]
\end{align}
\end_inset
\end_layout
\begin_layout Subsection
Ground state critical point
\end_layout
\begin_layout Standard
Let us examine the Hamiltonian first,
\begin_inset Formula
\begin{align}
H & =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{z}^{2}-\frac{2J\gamma_{y}}{N}S_{y}^{2}-2\Gamma S_{x}\nonumber \\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J}{N}\left[\left(\sqrt{\gamma_{z}}S_{z}\right)^{2}+\left(\sqrt{\gamma_{y}}S_{y}\right)^{2}\right]-2\Gamma S_{x}\nonumber \\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J}{N}\left[\left(\sqrt{\gamma_{z}}S_{z}+i\sqrt{\gamma_{y}}S_{y}\right)\left(\sqrt{\gamma_{z}}S_{z}-i\sqrt{\gamma_{y}}S_{y}\right)-i\sqrt{\gamma_{z}\gamma_{y}}\left(S_{y}S_{z}-S_{z}S_{y}\right)\right]-2\Gamma S_{x}\nonumber \\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J}{N}\left[\left(\sqrt{\gamma_{z}}S_{z}+i\sqrt{\gamma_{y}}S_{y}\right)\left(\sqrt{\gamma_{z}}S_{z}-i\sqrt{\gamma_{y}}S_{y}\right)-i\sqrt{\gamma_{z}\gamma_{y}}\left(iS_{x}\right)\right]-2\Gamma S_{x}\nonumber \\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J}{N}\left[\left(\sqrt{\gamma_{z}}S_{z}+i\sqrt{\gamma_{y}}S_{y}\right)\left(\sqrt{\gamma_{z}}S_{z}-i\sqrt{\gamma_{y}}S_{y}\right)\right]-\left(2\Gamma+\frac{2J}{N}\sqrt{\gamma_{z}\gamma_{y}}\right)S_{x}\nonumber \\
\Rightarrow H & =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\sqrt{\gamma_{z}+\gamma_{y}}}{N}S_{\phi}^{\dagger}S_{\phi}-\left(2\Gamma+\frac{2J}{N}\sqrt{\gamma_{z}\gamma_{y}}\right)S_{x}
\end{align}
\end_inset
where,
\begin_inset Formula $S_{\phi}=\frac{1}{\sqrt{\gamma_{z}+\gamma_{y}}}\left(\sqrt{\gamma_{z}}S_{z}-i\sqrt{\gamma_{y}}S_{y}\right)=\left|\cos\phi\right|S_{z}-i\left|\sin\phi\right|S_{y}$
\end_inset
(when
\begin_inset Formula $\gamma_{z}=\gamma\cos\phi$
\end_inset
,
\begin_inset Formula $\gamma_{y}=\gamma\sin\phi$
\end_inset
).
The critical point from a Holstein Primakoff approximation is
\begin_inset Formula
\[
\Gamma_{c}=J\max\left(\gamma_{y},\gamma_{z}\right)
\]
\end_inset
The order parameter to calculate is
\begin_inset Formula $\left\langle S_{y}^{2}+S_{z}^{2}\right\rangle $
\end_inset
\end_layout
\begin_layout Subsection
Calculating Magnetization
\end_layout
\begin_layout Subsubsection
\begin_inset Formula $z$
\end_inset
-direction
\end_layout
\begin_layout Standard
Total magnetization, accounting for lack of symmetry breaking in finite
size systems is
\begin_inset Formula
\[
m_{z}^{2}=\left(\text{Magnetization}\right)^{2}=\left\langle \left(\frac{1}{N}\sum_{i}\sigma_{i}^{z}\right)^{2}\right\rangle =\left\langle \frac{4}{N^{2}}\left(S^{z}\right)^{2}\right\rangle =\frac{4}{N^{2}}\left(\sum_{M=-S}^{S}\left|\alpha_{M}\right|^{2}M^{2}\right)
\]
\end_inset
where the ground state is given as
\begin_inset Formula $|GS\rangle=\sum_{M}\alpha_{M}|S,M\rangle$
\end_inset
.
\end_layout
\begin_layout Standard
Let us discuss a couple of known properties of the ground state.
The finite size dependence of the magnetization dependes on whether the
system is in the critical point or deep in the disordered phase,
\begin_inset Formula
\begin{align}
\left\langle m^{2}\right\rangle & \sim N^{-2/3}\ \text{at the QCP,}\Gamma=J\\
\left\langle m^{2}\right\rangle & \sim N^{-1}\ \text{disordered phase, }\Gamma\gg J\\
\left\langle m^{2}\right\rangle _{{\rm th}} & \sim N^{-1/2}\ \text{at a thermal CP}
\end{align}
\end_inset
where note that the last line is a thermal expectation value at the critical
point.
We have verified the first two properties in the numerically obtained magnetiza
tion.
\end_layout
\begin_layout Subsubsection
\begin_inset Formula $y$
\end_inset
-direction
\end_layout
\begin_layout Standard
The y-direction magnetization in the ground state
\begin_inset Formula $|GS\rangle=\sum_{M}\alpha_{M}|S,M\rangle$
\end_inset
is defined as,
\begin_inset Formula
\begin{align}
m_{y}^{2} & =\left\langle \left(\frac{1}{N}\sum_{i}\sigma_{i}^{y}\right)^{2}\right\rangle =\left\langle \frac{4}{N^{2}}\left(S^{y}\right)^{2}\right\rangle =\frac{1}{N^{2}}\left\langle \left(S_{+}-S_{-}\right)^{2}\right\rangle \nonumber \\
& =\frac{1}{N^{2}}\left\langle \left(S_{+}\right)^{2}+\left(S_{-}\right)^{2}-\left(S_{+}S_{-}+S_{-}S_{+}\right)\right\rangle \nonumber \\
& =\frac{1}{N^{2}}\left\langle \left(S_{+}\right)^{2}+\left(S_{-}\right)^{2}-2\left(S^{2}-S_{z}^{2}\right)\right\rangle \nonumber \\
& =-\frac{2}{N^{2}}\left(S\left(S+1\right)-\sum_{M=-S}^{S}\left|\alpha_{M}\right|^{2}M^{2}\right)+\frac{1}{N^{2}}\left\langle \left(S_{+}\right)^{2}+\left(S_{-}\right)^{2}\right\rangle \nonumber \\
& =-\frac{2}{N^{2}}\left(S\left(S+1\right)-\sum_{M=-S}^{S}\left|\alpha_{M}\right|^{2}M^{2}\right)\nonumber \\
& +\frac{1}{N^{2}}\left(\sum_{M=-S}^{S}\alpha_{M+2}^{*}\alpha_{M}\sqrt{\left(S\left(S+1\right)-\left(M+2\right)\left(M+1\right)\right)\left(S\left(S+1\right)-M\left(M+1\right)\right)}\right.\nonumber \\
& \ \ \ \ \ \ \ \ \ \ \ \ \ \left.+\alpha_{M-2}^{*}\alpha_{M}\sqrt{\left(S\left(S+1\right)-\left(M-2\right)\left(M-1\right)\right)\left(S\left(S+1\right)-M\left(M-1\right)\right)}\right)
\end{align}
\end_inset
\end_layout
\begin_layout Subsubsection
'
\begin_inset Formula $\phi$
\end_inset
'-direction
\end_layout
\begin_layout Standard
We calculate the expectation value of a general operator :
\begin_inset Formula $S_{\phi}=\left(A_{z}S_{z}+A_{y}S_{y}\right)=\left(\frac{1}{2}\left(A_{s}\sum_{i}\sigma_{i}^{z}+A_{y}\sum_{i}\sigma_{i}^{y}\right)\right)$
\end_inset
.
In the ground state
\begin_inset Formula $|GS\rangle=\sum_{M}\alpha_{M}|S,M\rangle$
\end_inset
,
\begin_inset Formula
\begin{align}
m_{\phi}^{2} & =\left\langle \frac{4}{N^{2}}S_{\phi}^{\dagger}S_{\phi}\right\rangle \nonumber \\
& =\frac{4}{N^{2}}\left|\sum_{M}\left(A_{z}S_{z}+A_{y}S_{y}\right)\alpha_{M}|S,M\rangle\right|^{2}\nonumber \\
& =\frac{4}{N^{2}}\left|\sum_{M}\alpha_{M}A_{z}M+\sum_{M}\alpha_{M}\left(A_{y}\frac{1}{2i}\left(S_{+}-S_{-}\right)\right)|S,M\rangle\right|^{2}\nonumber \\
& =\frac{4}{N^{2}}\left|\sum_{M}\alpha_{M}A_{z}M|S,M\rangle\right.+\nonumber \\
& \ \ \ \ \ \ \ \ \ \ \left.+\frac{A_{y}}{2i}\sum_{M}\alpha_{M}\left(\sqrt{S\left(S+1\right)-M\left(M+1\right)}|S,M+1\rangle-\sqrt{S\left(S+1\right)-M\left(M-1\right)}|S,M-1\rangle\right)\right|^{2}
\end{align}
\end_inset
Therefore we have the following definition for
\begin_inset Formula $\left|m_{\phi}\right|^{2}=\frac{4}{N^{2}}\sum_{M=-S}^{S}\left|A_{M}\right|^{2}$
\end_inset
\begin_inset Formula
\[
A_{M}=\begin{cases}
A_{z}S\alpha_{S}+\frac{A_{y}}{2i}\alpha_{S-1}\sqrt{2S} & M=S\\
-A_{z}S\alpha_{-S}-\frac{A_{y}}{2i}\alpha_{-S+1}\sqrt{2S} & M=-S\\
\alpha_{M}A_{z}M+\frac{A_{y}}{2i}\left(\alpha_{M-1}\sqrt{S\left(S+1\right)-M\left(M-1\right)}-\alpha_{M+1}\sqrt{S\left(S+1\right)-M\left(M+1\right)}\right) & \forall M\neq S,-S
\end{cases}
\]
\end_inset
\begin_inset Float figure
wide false
sideways false
status open
\begin_layout Plain Layout
\end_layout
\begin_layout Plain Layout
\begin_inset Caption Standard
\begin_layout Plain Layout
(a) Magnetization as a function of magnetic field.
(b) Phase diagram as a function of
\begin_inset Formula $\gamma_{z}$
\end_inset
and
\begin_inset Formula $\gamma_{y}$
\end_inset
.
\end_layout
\end_inset
\end_layout
\begin_layout Plain Layout
\end_layout
\end_inset
\end_layout
\begin_layout Subsection
Properties at Finite Temperature
\end_layout
\begin_layout Standard
Let us calculate the properties at finite temperature of the LMG Model.
We will use the standard mean-field picture to calculate the phase transition.
We have the Hamiltonian,
\begin_inset Formula
\begin{align}
H & =-\frac{J}{N}\sum_{i<j}\gamma_{z}\sigma_{i}^{z}\sigma_{j}^{z}+\gamma_{y}\sigma_{i}^{y}\sigma_{j}^{y}-\Gamma\sum_{i}\sigma_{i}^{x}\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{z}^{2}-\frac{2J\gamma_{y}}{N}S_{y}^{2}-2\Gamma S_{x}
\end{align}
\end_inset
In this section, it is much more convenient to go back to the original represent
ation,
\begin_inset Formula
\begin{align}
H^{\prime} & =-\frac{J}{N}\sum_{i<j}\gamma_{x}\sigma_{i}^{x}\sigma_{j}^{x}+\gamma_{y}\sigma_{i}^{y}\sigma_{j}^{y}-\Gamma\sum_{i}\sigma_{i}^{z}\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{x}^{2}-\frac{2J\gamma_{y}}{N}S_{y}^{2}-2\Gamma S_{z}
\end{align}
\end_inset
Using a mean-field ansatz,
\begin_inset Formula $m_{a}=\frac{1}{N}\sum_{i}\left\langle \sigma_{i}^{a}\right\rangle $
\end_inset
, we have
\begin_inset Formula
\begin{align*}
H & =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\sum_{i}\left[\frac{J\gamma_{x}}{2}m_{x}\sigma_{i}^{x}+\frac{J\gamma_{y}}{2}m_{y}\sigma_{i}^{y}+\Gamma\sigma_{i}^{z}\right]
\end{align*}
\end_inset
We drop the term proportional to identity.
The partition function is
\begin_inset Formula
\begin{align*}
Z & =\text{Tr}\left\{ \prod_{i}\exp\left[\beta\left(\frac{J\gamma_{x}}{2}m_{x}\sigma_{i}^{x}+\frac{J\gamma_{y}}{2}m_{y}\sigma_{i}^{y}+\Gamma\sigma_{i}^{z}\right)\right]\right\} \\
& =\text{Tr}\left\{ \prod_{i}\exp\left[\left(\frac{\beta J\gamma_{x}m_{x}}{2},\frac{\beta J\gamma_{y}m_{y}}{2},\beta\Gamma\right)\cdot\boldsymbol{\sigma}_{i}\right]\right\} =\text{Tr}\left\{ \prod_{i}\exp\left[\boldsymbol{K}\cdot\boldsymbol{\sigma}_{i}\right]\right\} \\
& =\text{Tr}\bigotimes_{i}\left[\cosh K+\hat{K}.\boldsymbol{\sigma}_{i}\sinh K\right]\text{, with }K=\beta\sqrt{\frac{1}{4}J^{2}\left(\gamma_{x}^{2}m_{x}^{2}+\gamma_{y}^{2}m_{y}^{2}\right)+\Gamma^{2}}\\
Z & =\left(2\cosh K\right)^{N}
\end{align*}
\end_inset
We have the self consistency equations,
\begin_inset Formula
\begin{align*}
m_{x} & =\frac{\left(2\cosh K\right)^{N-1}\hat{K}_{x}2\sinh K}{\left(2\cosh K\right)^{N}}=\frac{\beta J\gamma_{x}m_{x}}{2K}\tanh K\\
m_{y} & =\frac{\beta J\gamma_{y}m_{y}}{2K}\tanh K
\end{align*}
\end_inset
To obtain the phase boundary, we take the limit
\begin_inset Formula $m_{x},m_{y}\rightarrow0$
\end_inset
\begin_inset Formula
\begin{align*}
\frac{2\Gamma}{J\gamma_{x,y}} & =\tanh K=\tanh\beta\Gamma\\
\Rightarrow & \frac{\frac{2\Gamma}{J\gamma_{x,y}}+1}{-\frac{2\Gamma}{J\gamma_{x,y}}+1}=e^{2\beta\Gamma}\\
\Rightarrow\beta & =\frac{1}{2\Gamma}\log\left(\frac{J\gamma_{x,y}+2\Gamma}{J\gamma_{x,y}-2\Gamma}\right)///check\ \ Calculation
\end{align*}
\end_inset
So basically we take the larger two
\begin_inset Formula $\gamma_{x},\gamma_{y}$
\end_inset
to obtain
\begin_inset Formula $\Gamma$
\end_inset
.
\end_layout
\begin_layout Standard
To calculate numerically, we do the following :
\end_layout
\begin_layout Enumerate
Diagonalize
\begin_inset Formula $H$
\end_inset
in each spin sector, and obtain energies and eigenvectors :
\begin_inset Formula $E_{n}(s=0\cdots S=N/2)$
\end_inset
and
\begin_inset Formula $|\Phi_{n}\rangle$
\end_inset
\begin_inset Newline newline
\end_inset
\begin_inset Formula
\[
H=\oplus\sum_{n=-S}^{+S}E_{n}(S)|\Phi_{n}\rangle\langle\Phi_{n}|
\]
\end_inset
\end_layout
\begin_layout Enumerate
Obtain the magnetization of each eigenstate
\begin_inset Formula $M_{\Phi_{n}}^{2}$
\end_inset
.
\begin_inset Newline newline
\end_inset
\end_layout
\begin_layout Enumerate
The average magnetization is
\begin_inset Formula
\begin{align}
\left\langle M\right\rangle & =\frac{\sum_{s}D\left(S\right)\sum_{n}M_{\Phi_{n}}e^{-\beta E_{n}(s)}}{\sum_{s}D\left(S\right)\sum_{n}e^{-\beta E_{n}(s)}}\\
& =\frac{\sum_{s}D\left(S\right)e^{-\beta E_{\text{min}}(s)}\sum_{n}M_{\Phi_{n}}e^{-\beta\left(E_{n}(s)-E_{\text{min}}(s)\right)}}{\sum_{s}D\left(S\right)e^{-\beta E_{\text{min}}(s)}\sum_{n}e^{-\beta\left(E_{n}(s))-E_{\text{min}}(s)\right)}}\\
& =\frac{\sum_{s}D\left(S\right)e^{-\beta\left(E_{\text{min}}(s)-E_{\text{min}}^{{\rm tot}}\right)}\sum_{n}M_{\Phi_{n}}e^{-\beta\left(E_{n}(s)-E_{\text{min}}(s)\right)}}{\sum_{s}D\left(S\right)e^{-\beta\left(E_{\text{min}}(s)-E_{\text{min}}^{{\rm tot}}\right)}\sum_{n}e^{-\beta\left(E_{n}(s))-E_{\text{min}}(s)\right)}}
\end{align}
\end_inset
where we do the last two steps are taken to avoid having to take very large
exponentials, which often happens because the minimum energy is often negative.
\end_layout
\begin_layout Standard
\begin_inset Float figure
wide false
sideways false
status open
\begin_layout Plain Layout
\end_layout
\begin_layout Plain Layout
\begin_inset Caption Standard
\begin_layout Plain Layout
(a) Finite temperature phase diagram vs mean field solution.
(b) Scaling with system size, of different quantities
\begin_inset Formula $\left\langle S_{z}^{2}\right\rangle _{\beta}$
\end_inset
,
\begin_inset Formula $\left\langle S_{y}^{2}\right\rangle _{\beta}$
\end_inset
and
\begin_inset Formula $\left\langle S_{z}^{2}+S_{y}^{2}\right\rangle _{\beta}$
\end_inset
as a function of system size
\begin_inset Formula $L$
\end_inset
.
\end_layout
\end_inset
\end_layout
\begin_layout Plain Layout
\end_layout
\end_inset
\end_layout
\begin_layout Subsection
Unequal time correlation function
\end_layout
\begin_layout Subsubsection
\begin_inset Formula $S_{\phi}$
\end_inset
correlation
\begin_inset Formula $\left\langle S_{\phi}\left(t_{2}\right)S_{\phi}\left(t_{1}\right)\right\rangle _{0}$
\end_inset
\end_layout
\begin_layout Standard
We note that
\begin_inset Formula $S_{\phi}=A_{z}S_{z}+A_{y}S_{y}$
\end_inset
.
We have, in the initial state,
\begin_inset Formula $|\psi_{0}\rangle$
\end_inset
\begin_inset Formula
\begin{align*}
\left\langle S_{\phi}\left(t_{1}\right)S_{\phi}\left(t_{2}\right)\right\rangle _{0} & =\left\langle \psi_{0}\left|S_{\phi}\left(t_{1}\right)S_{\phi}\left(t_{2}\right)\right|\psi_{0}\right\rangle \\
& =\left\langle \psi_{0}\left|e^{iHt_{1}}S_{\phi}e^{iH\left(t_{2}-t_{1}\right)}S_{\phi}\left(t\right)e^{-iHt_{2}}\right|\psi_{0}\right\rangle
\end{align*}
\end_inset
Let us obtain the action of
\begin_inset Formula $S_{\phi}$
\end_inset
on an arbitrary state
\begin_inset Formula $|\Psi\rangle=\sum_{M}\alpha_{M}|S,M\rangle$
\end_inset
,
\begin_inset Formula
\begin{align*}
S_{\phi}|\Psi\rangle & =\sum_{M}\left(A_{z}S_{z}+A_{y}S_{y}\right)\alpha_{M}|S,M\rangle\\
& =\sum_{M}\alpha_{M}A_{z}M|S,M\rangle+\sum_{M}\alpha_{M}\left(A_{y}\frac{1}{2i}\left(S_{+}-S_{-}\right)\right)|S,M\rangle\\
& =\sum_{M}\alpha_{M}A_{z}M|S,M\rangle+\frac{A_{y}}{2i}\sum_{M}\alpha_{M}\left(\sqrt{S\left(S+1\right)-M\left(M+1\right)}|S,M+1\rangle-\sqrt{S\left(S+1\right)-M\left(M-1\right)}|S,M-1\rangle\right)
\end{align*}
\end_inset
Therefore,
\begin_inset Formula $S_{\phi}|\Psi\rangle=\sum_{M}B_{M}|S,M\rangle$
\end_inset
is given as,
\begin_inset Formula
\[
B_{M}=\begin{cases}
A_{z}S\alpha_{S}+\frac{A_{y}}{2i}\alpha_{S-1}\sqrt{2S} & M=S\\
-A_{z}S\alpha_{-S}-\frac{A_{y}}{2i}\alpha_{-S+1}\sqrt{2S} & M=-S\\
\alpha_{M}A_{z}M+\frac{A_{y}}{2i}\left(\alpha_{M-1}\sqrt{S\left(S+1\right)-M\left(M-1\right)}-\alpha_{M+1}\sqrt{S\left(S+1\right)-M\left(M+1\right)}\right) & \forall M\neq S,-S
\end{cases}
\]
\end_inset
\end_layout
\begin_layout Subsubsection
Finite temperature
\begin_inset Formula $S_{\phi}$
\end_inset
Correlation :
\begin_inset Formula $\left\langle S_{\phi}\left(t_{2}\right)S_{\phi}\left(t_{1}\right)\right\rangle _{\beta}$
\end_inset
\end_layout
\begin_layout Standard
We have the correlation defined as follows,
\begin_inset Formula
\begin{align*}
\left\langle S_{\phi}\left(t_{2}\right)S_{\phi}\left(t_{1}\right)\right\rangle _{\beta} & =\frac{\sum_{s}D\left(S\right)\sum_{n}\left\langle S_{\phi}\left(t_{2}\right)S_{\phi}\left(t_{1}\right)\right\rangle _{\Phi_{n}}e^{-\beta E_{n}(s)}}{\sum_{s}D\left(S\right)\sum_{n}e^{-\beta E_{n}(s)}}\\
& =\frac{\sum_{s}D\left(S\right)e^{-\beta\left(E_{\text{min}}(s)-E_{\text{min}}^{{\rm tot}}\right)}\sum_{n}\left\langle S_{\phi}\left(t_{2}\right)S_{\phi}\left(t_{1}\right)\right\rangle _{\Phi_{n}}e^{-\beta\left(E_{n}(s)-E_{\text{min}}(s)\right)}}{\sum_{s}D\left(S\right)e^{-\beta\left(E_{\text{min}}(s)-E_{\text{min}}^{{\rm tot}}\right)}\sum_{n}e^{-\beta\left(E_{n}(s))-E_{\text{min}}(s)\right)}}
\end{align*}
\end_inset
We can thus use the above formulations to find the finite temperature expectatio
n value.
\begin_inset Formula
\begin{align*}
\left\langle \left[S_{z}\left(t\right),S_{z}\left(t^{\prime}\right)\right]_{\pm}\right\rangle _{0} & =\left\langle S_{z}\left(t\right)S_{z}\left(t^{\prime}\right)\pm S_{z}\left(t^{\prime}\right)S_{z}\left(t\right)\right\rangle _{0}\\
& =\sum_{M,M\prime}\langle S,M^{\prime}|\alpha_{M^{\prime}}^{*}\left(e^{iHt}S_{z}e^{iH\left(t^{\prime}-t\right)}S_{z}e^{-iHt^{\prime}}\pm e^{iHt^{\prime}}S_{z}e^{iH\left(t-t^{\prime}\right)}S_{z}e^{-iHt}\right)\alpha_{M}|S,M\rangle\\
& =\sum_{M,M^{\prime},M^{\prime\prime}}\alpha_{M^{\prime}}^{*}\alpha_{M}\langle S,M^{\prime}|\left(e^{iHt}S_{z}e^{iH\left(t^{\prime}-t\right)}S_{z}e^{-iHt^{\prime}}\pm e^{iHt^{\prime}}S_{z}e^{iH\left(t-t^{\prime}\right)}S_{z}e^{-iHt}\right)|S,M\rangle
\end{align*}
\end_inset
Compared to
\begin_inset Formula $\left\langle S_{z}^{2}\left(t\right)\right\rangle $
\end_inset
,
\begin_inset Formula
\begin{align*}
\left\langle S_{z}^{2}\left(t\right)\right\rangle & =\left\langle e^{iHt}S_{z}^{2}e^{-iHt}\right\rangle _{0}\\
& =S_{z}^{2}e^{-iHt}\sum_{M}\alpha_{M}|S,M\rangle
\end{align*}
\end_inset
\end_layout
\begin_layout Section
Entanglement Entropy
\end_layout
\begin_layout Standard
Let us discuss the numerical method to compute the entanglement entropy.
\end_layout
\begin_layout Subsection
Bipartition
\end_layout
\begin_layout Standard
First let us consider a bipartition,
\begin_inset Formula $A$
\end_inset
to the left of
\begin_inset Formula $B$
\end_inset
.
Rewriting,
\begin_inset Formula $S_{z}=S_{zA}+S_{zB}$
\end_inset
.We have,
\begin_inset Formula
\begin{align*}
H & =-\frac{J}{N}\sum_{i<j}\gamma_{z}\sigma_{i}^{z}\sigma_{j}^{z}+\gamma_{y}\sigma_{i}^{y}\sigma_{j}^{y}-\Gamma\sum_{i}\sigma_{i}^{x}\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{z}^{2}-\frac{2J\gamma_{y}}{N}S_{y}^{2}-2\Gamma S_{x}\\
\Rightarrow H & =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\right)-\frac{2J\gamma_{z}}{N}S_{zA}^{2}-\frac{2J\gamma_{y}}{N}S_{yA}^{2}-2\Gamma S_{xA}\\
& -\frac{2J\gamma_{z}}{N}S_{zB}^{2}-\frac{2J\gamma_{y}}{N}S_{yB}^{2}-2\Gamma S_{xB}-\frac{4J\gamma_{z}}{N}S_{zA}S_{zB}-\frac{4J\gamma_{y}}{N}S_{yA}S_{yB}
\end{align*}
\end_inset
Now, we can redefine the Hamiltonian in the basis of
\begin_inset Formula $|S_{A},M_{A};S_{B},M_{B}\rangle$
\end_inset
.
To do so we need to use the definitions of
\begin_inset Formula $S_{\pm}=S_{\pm A}+S_{\pm B}$
\end_inset
,
\begin_inset Formula
\begin{align*}
H & =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\left(1-\frac{2S^{2}}{N}\right)\right)-\frac{J\left(2\gamma_{z}-\gamma_{y}\right)}{N}S_{z}^{2}+\frac{J\gamma_{y}}{2N}\left(S_{+}^{2}+S_{-}^{2}\right)-\Gamma\left(S_{+}+S_{-}\right)\\
& =\frac{J}{2}\left(\gamma_{z}+\gamma_{y}\left(1-\frac{2S^{2}}{N}\right)\right)-\frac{J\left(2\gamma_{z}-\gamma_{y}\right)}{N}\left(S_{zA}^{2}+S_{zB}^{2}+2S_{zA}S_{zB}\right)\\
& \ \ +\frac{J\gamma_{y}}{2N}\left(S_{+A}^{2}+S_{+B}^{2}+2S_{+A}S_{+B}\right)+\frac{J\gamma_{y}}{2N}\left(S_{-A}^{2}+S_{-B}^{2}+2S_{-A}S_{-B}\right)\\
& \ \ -\Gamma\left(S_{+A}+S_{+A}+S_{-A}+S_{-B}\right)
\end{align*}
\end_inset
Now the matrix has dimensions
\begin_inset Formula $(2S_{A}+1)(2S_{B}+1)\times(2S_{A}+1)(2S_{B}+1)$
\end_inset
with both
\begin_inset Formula $S_{A}$
\end_inset
and
\begin_inset Formula $S_{B}$
\end_inset
\begin_inset Formula
\[
|S=N/2,S\rangle=|S_{A},S_{A};S-S_{A},S-S_{A}\rangle
\]
\end_inset
\end_layout
\begin_layout Section
Quenching the magnetic field: Holstien-Primakoff Approximation
\end_layout
\begin_layout Subsection
Case with
\begin_inset Formula $\gamma_{z}=1$
\end_inset
and
\begin_inset Formula $\gamma_{y}=0$
\end_inset
.
[Numeric: Lmg_sim_v0.ipynb]
\end_layout
\begin_layout Standard
In the following I translate the Holstein Primakoff to my language (from
Mohammad's).
Consider the Hamilotnian
\end_layout
\begin_layout Standard
\begin_inset Formula
\begin{equation}
H=-\frac{2J}{N}(S_{{\rm tot}}^{z})^{2}-2\Gamma S_{{\rm tot}}^{x}
\end{equation}
\end_inset
Using the Holstein Primakoff transformation, we have
\end_layout
\begin_layout Standard
\begin_inset Formula
\begin{align}
S_{{\rm tot}}^{x} & =\frac{N}{2}-a^{\dagger}a\\
S_{{\rm tot}}^{z} & =\frac{1}{2}\sqrt{N}(a+a^{\dagger})
\end{align}
\end_inset
the Hamiltonian turns into
\end_layout
\begin_layout Standard
\begin_inset Formula
\begin{align}
H & =2\Gamma a^{\dagger}a-\frac{J}{2}(a+a^{\dagger})^{2}-\Gamma N\\
& =2J[-\frac{1}{4}(a+a^{\dagger})^{2}+ga^{\dagger}a]
\end{align}
\end_inset
where
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\begin_inset Formula $g\equiv\frac{\Gamma}{J}$
\end_inset
.
It is more convenient to define
\begin_inset Quotes eld
\end_inset
position
\begin_inset Quotes erd
\end_inset
and
\begin_inset Quotes eld
\end_inset
momentum
\begin_inset Quotes erd
\end_inset
operators as
\begin_inset Formula
\begin{align}
a & =\frac{1}{\sqrt{2}}(x+ip)\\
a^{\dagger} & =\frac{1}{\sqrt{2}}(x-ip)
\end{align}
\end_inset
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In this representation, the Hamiltonian takes the form
\begin_inset Formula
\begin{align}
H & =2J\left[-\frac{1}{2}x^{2}+\frac{1}{2}g(x^{2}+p^{2})\right]=2J\left[\frac{1}{2}gp^{2}+\frac{1}{2}(g-1)x^{2}\right]\\
& =2\Gamma\left[\frac{1}{2}p^{2}+\frac{1}{2}\frac{g-1}{g}x^{2}\right]
\end{align}
\end_inset
It is advantageous to redefine position and momentum variables as
\begin_inset Formula $x\to\sqrt{2\Gamma}\tilde{x}$
\end_inset
and
\begin_inset Formula $p\to\tilde{p}/\sqrt{2\Gamma}$
\end_inset
which satisfies their commutation relation, but leads to a standard form
\end_layout
\begin_layout Standard
\begin_inset Formula
\begin{equation}
H_{0}=\frac{1}{2}\tilde{p}^{2}+\frac{1}{2}\omega^{2}\tilde{x}^{2}
\end{equation}
\end_inset
where
\begin_inset Formula $\omega^{2}\equiv4\Gamma^{2}(g-1)/g$
\end_inset
.
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Now consider a quench of the form
\begin_inset Formula $g_{0}\to g$
\end_inset
.
Inital state
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has equal distribution of energy in momentum and position terms of hamornic
oscillator,
\begin_inset Formula $\langle\tilde{p}^{2}/2\rangle=\omega_{0}/4$