added some on top

This commit is contained in:
Emmanuel Giner 2020-03-25 15:41:34 +01:00
parent a63c719d6f
commit 6765fd3dbf
3 changed files with 664 additions and 27 deletions

View File

@ -143,6 +143,7 @@
% effective interaction % effective interaction
\newcommand{\twodm}[4]{\mel{\Psi}{\psixc{#4}\psixc{#3} \psix{#2}\psix{#1}}{\Psi}} \newcommand{\twodm}[4]{\mel{\Psi}{\psixc{#4}\psixc{#3} \psix{#2}\psix{#1}}{\Psi}}
\newcommand{\murpsi}[0]{\mu_{\wf{}{\Bas}}({\bf r})} \newcommand{\murpsi}[0]{\mu_{\wf{}{\Bas}}({\bf r})}
\newcommand{\murcas}[0]{\mu_{\text{CASSCF}}({\bf r})}
\newcommand{\murpsibas}[0]{\mu_{\wf{}{\Bas}}({\bf r})} \newcommand{\murpsibas}[0]{\mu_{\wf{}{\Bas}}({\bf r})}
\newcommand{\ntwo}[0]{n_{2}} \newcommand{\ntwo}[0]{n_{2}}
\newcommand{\ntwohf}[0]{n_2^{\text{HF}}} \newcommand{\ntwohf}[0]{n_2^{\text{HF}}}
@ -267,6 +268,11 @@
\newcommand{\dbr}[1]{d\br{#1}} \newcommand{\dbr}[1]{d\br{#1}}
\newcommand{\PBEspin}{PBEspin} \newcommand{\PBEspin}{PBEspin}
\newcommand{\PBEueg}{PBE-UEG-{$\tilde{\zeta}$}} \newcommand{\PBEueg}{PBE-UEG-{$\tilde{\zeta}$}}
\newcommand{\ontopcas}{\langle n_2^{\text{CAS}}(\br{},\br{}) \rangle}
\newcommand{\ontopextrap}{\langle \mathring{n}_{2}^{\text{CAS}}(\br{},\br{}) \rangle}
\newcommand{\ontopcipsi}{\langle n_2^{\text{CIPSI}}(\br{},\br{}) \rangle}
\newcommand{\muaverage}{\langle \murcas \rangle}
\newcommand{\largemu}{E_{c,md}^{\mu \rightarrow \infty}}
\newcommand{\LCT}{Laboratoire de Chimie Th\'eorique (UMR 7616), Sorbonne Universit\'e, CNRS, Paris, France} \newcommand{\LCT}{Laboratoire de Chimie Th\'eorique (UMR 7616), Sorbonne Universit\'e, CNRS, Paris, France}
\newcommand{\ISCD}{Institut des Sciences du Calcul et des Donn\'ees, Sorbonne Universit\'e, Paris, France} \newcommand{\ISCD}{Institut des Sciences du Calcul et des Donn\'ees, Sorbonne Universit\'e, Paris, France}
@ -681,6 +687,55 @@ The performance of each of these functionals is tested in the following. Note th
\end{table*} \end{table*}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{table*}
\caption{Integral of the on-top pair density in real space at various levels of theory (see text for details) for N$_2$, N, O$_2$ an O in the aug-cc-pVXZ basis sets (X=D,T,Q).}
\begin{ruledtabular}
\begin{tabular}{lrcccccc}
%\begin{tabular}{lrcccccc}
System & \tabc{Basis set} &\tabc{$\ontopcas$}& \tabc{$\ontopextrap$}& \tabc{$\ontopcipsi$}& \tabc{$\muaverage$} \\
\hline
\ce{N2} & aug-cc-pVDZ & 0.587712 & 0.329839 & 0.513967 & 0.946 \\
& aug-cc-pVTZ & 0.591622 & 0.385069 & 0.461386 & 1.328 \\
& aug-cc-pVQZ & 0.592422 & 0.461393 & 0.419336 & 1.706 \\[0.1cm]
\ce{N} & aug-cc-pVDZ & 0.172320 & 0.098115 & 0.127420 & 0.910 \\
& aug-cc-pVTZ & 0.173022 & 0.113155 & 0.111726 & 1.263 \\
& aug-cc-pVQZ & 0.173071 & 0.123332 & 0.106121 & 1.601 \\[0.1cm]
\hline
\ce{O2} & aug-cc-pVDZ & 1.164428 & 0.707757 & 0.971217 & 1.107 \\
& aug-cc-pVTZ & 1.166676 & 0.797154 & 0.884406 & 1.545 \\
& aug-cc-pVQZ & 1.167688 & 0.861134 & 0.841366 & 1.979 \\[0.1cm]
\ce{O} & aug-cc-pVDZ & 0.513919 & 0.314972 & 0.416040 & 1.080 \\
& aug-cc-pVTZ & 0.516070 & 0.369056 & 0.376896 & 1.499 \\
& aug-cc-pVQZ & 0.516288 & 0.383353 & 0.362491 & 1.924 \\[0.1cm]
% & &\multicolumn{4}{c}{Estimated exact:\fnm[1] 665.4} \\[0.2cm]
\hline
\end{tabular}
\end{ruledtabular}
\label{tab:d1}
\end{table*}
%& \tabc{$\largemu$}
%
%& -0.0520
%& -0.0210
%& -0.0104
%
%& -0.0107
%& -0.0064
%& -0.0032
%
%& -0.0726
%& -0.0302
%& -0.0152
%
%& -0.0318
%& -0.0138
%& -0.0069
\subsection{Computational details} \subsection{Computational details}
We present potential energy curves of small molecules up to the dissociation limit We present potential energy curves of small molecules up to the dissociation limit
@ -775,6 +830,37 @@ We report in Figs.~\ref{fig:N2}, \ref{fig:O2}, and \ref{fig:F2} the potential en
Just as in \ce{H10}, the accuracy of the atomization energies is globally improved by adding the basis-set correction and it is remarkable that $\pbeontXi$ and $\pbeontns$ provide again very similar results. The latter observation confirms that the dependence on the on-top pair density allows one to remove the dependence of any kind of spin polarization for a quite wide range of covalent bonds and also for an open-shell system like \ce{O2}. More quantitatively, an error below 1.0 mHa compared to the estimated exact valence-only atomization energy is found for \ce{N2}, \ce{O2}, and \ce{F2} with the aug-cc-pVTZ basis set using the $\pbeontns$ functional, whereas such a feat is far from being reached within the same basis set at the near-FCI level. In the case of \ce{F2} it is clear that the addition of diffuse functions in the double- and triple-$\zeta$ basis sets strongly improves the accuracy of the results, which could have be anticipated due to the strong breathing-orbital effect induced by the ionic valence-bond forms in this molecule. \cite{HibHumByrLen-JCP-94} Just as in \ce{H10}, the accuracy of the atomization energies is globally improved by adding the basis-set correction and it is remarkable that $\pbeontXi$ and $\pbeontns$ provide again very similar results. The latter observation confirms that the dependence on the on-top pair density allows one to remove the dependence of any kind of spin polarization for a quite wide range of covalent bonds and also for an open-shell system like \ce{O2}. More quantitatively, an error below 1.0 mHa compared to the estimated exact valence-only atomization energy is found for \ce{N2}, \ce{O2}, and \ce{F2} with the aug-cc-pVTZ basis set using the $\pbeontns$ functional, whereas such a feat is far from being reached within the same basis set at the near-FCI level. In the case of \ce{F2} it is clear that the addition of diffuse functions in the double- and triple-$\zeta$ basis sets strongly improves the accuracy of the results, which could have be anticipated due to the strong breathing-orbital effect induced by the ionic valence-bond forms in this molecule. \cite{HibHumByrLen-JCP-94}
It should be also noticed that when reaching the aug-cc-pVQZ basis set for \ce{N2}, the accuracy of the atomization energy slightly deteriorates for the $\pbeontXi$ and $\pbeontns$ functionals, but it remains nevertheless more accurate than the estimated FCI atomization energy and very close to chemical accuracy. It should be also noticed that when reaching the aug-cc-pVQZ basis set for \ce{N2}, the accuracy of the atomization energy slightly deteriorates for the $\pbeontXi$ and $\pbeontns$ functionals, but it remains nevertheless more accurate than the estimated FCI atomization energy and very close to chemical accuracy.
\manu{
The overestimation of the atomization energy appearing for \ce{N2} in large basis sets reveals a kind of unbalanced treatment between the molecule and atoms in favour of the molecular system.
As the integral of the exact on-top pair density is proportional to the correlation energy in the large $\mu$ limit\cite{PazMorGorBac-PRB-06,FerGinTou-JCP-18} (see Eq. \eqref{eq:lim_mularge}), the accuracy of a given approximation to the exact on-top pair density will have a direct influence on the accuracy of the related correlation energy.
To quantify the quality of various flavour of on-top pair densities for a given system and a given basis set $\basis$, we define the following quantities
}
\begin{equation}
\ontopcas = \int \text{d}\br{}\, n_2^{\text{CASSCF}}(\br{},\br{}),
\end{equation}
\begin{equation}
\ontopextrap = \int \text{d}\br{}\, \ntwoextrap(n_2^{\text{CASSCF}}(\br{},\br{}),\murcas),
\end{equation}
\begin{equation}
\ontopcipsi = \int \text{d}\br{}\,n_2^{\text{CIPSI}}(\br{},\br{}),
\end{equation}
%\begin{equation}
% \largemu = \int \text{d}\br{}\, \frac{(-2+\sqrt{2})\sqrt{2\pi}}{3\left(\murcas\right)^3} \ntwoextrap(n_2^{\text{CASSCF}}(\br{},\br{}),\murcas),
%\end{equation}
\begin{equation}
\muaverage = \frac{1}{N_{e}}\int \text{d}\br{}\,n^{\text{CASSCF}}(\br{}) \,\, \murcas
\end{equation}
\manu{
The quantity $n_2^{\text{CIPSI}}(\br{},\br{})$ is the on-top pair density of the largest CIPSI wave function obtained for each system in a given basis, which contains here at leas $10^7$ Slater determinants. All of these three quantities were computed excluding all contributions from the $1s$ orbitals.
We report in Table \ref{tab:d1} these quantities for N, \ce{N2}, O and \ce{O2} in different basis sets.
From this Table \ref{tab:d1} one can notice that integral of the on-top pair density at the CIPSI level is systematically lower than that at the CASSCF level, which is expected as the short-range correlation, digging the coulomb hone in a given basis set $\basis$ at near FCI level, is missing from the valence CASSCF wave function.
Also, the on-top pair density at the CIPSI level decreases roughly by $20\%$ between the aug-cc-pVDZ and aug-cc-pVQZ, whereas the on-top pair density at the CASSCF level is almost constant with respect to the basis set.
In order to estimate the integral of exact on-top pair density, we take as reference the value of $\ontopcipsi$ in the aug-cc-pVQZ basis set, although it is certainly an upper bound to the exact values.
Regarding $\ontopextrap$, such a quantity is directly linked to the basis set correction in the large $\mu$ limit.
The lowering of $\ontopextrap$ with respect to $\ontopcas$ is noticeable in a given basis set, but such $\ontopextrap$ globally increases when enlarging the basis set. This can be understood easily by remembering Eq. \eqref{eq:def_n2extrap} and realizing that the CASSCF on-top pair density is globally constant with the basis set whereas the value of $\murcas$ globally increases (as evidenced by $\muaverage$).
By comparing $\ontopextrap$ to the $\ontopcipsi$ in the aug-cc-pVQZ basis set, it is quite clear that the error
}
Regarding now the performance of the basis-set correction along the whole potential energy curve, it is interesting to notice that it fails to provide a noticeable improvement far from the equilibrium geometry. Acknowledging that the weak-correlation effects in these regions are dominated by dispersion interactions which are long-range effects, the failure of the present approximations for the complementary functional can be understood easily. Indeed, the whole scheme designed here is based on the physics of correlation near the electron-electron coalescence point: the local range-separation function $\mu(\br{})$ is based on the value of the effective electron-electron interaction at coalescence and the ECMD functionals are suited for short-range correlation effects. Therefore, the failure of the present basis-set correction to describe dispersion interactions is theoretically expected. Regarding now the performance of the basis-set correction along the whole potential energy curve, it is interesting to notice that it fails to provide a noticeable improvement far from the equilibrium geometry. Acknowledging that the weak-correlation effects in these regions are dominated by dispersion interactions which are long-range effects, the failure of the present approximations for the complementary functional can be understood easily. Indeed, the whole scheme designed here is based on the physics of correlation near the electron-electron coalescence point: the local range-separation function $\mu(\br{})$ is based on the value of the effective electron-electron interaction at coalescence and the ECMD functionals are suited for short-range correlation effects. Therefore, the failure of the present basis-set correction to describe dispersion interactions is theoretically expected.
We hope to report further on this in the near future. We hope to report further on this in the near future.

View File

@ -1,29 +1,29 @@
========================= =========================
N2 N2
CAS CAS-extrap CIPSI CAS CAS-extrap CIPSI CIPSI-extrap
avdz avdz
N2 0.587712 0.337529 0.513967 N2 0.58771 0.32983 0.51397
N 0.172320 0.100855 0.127420 N 0.17232 0.09811 0.12742 0.07343
------------------------------------- ------------- ---------- -------------------------
avtz avtz
N2 0.591622 0.388739 0.461386 N2 0.59162 0.38506 0.46139
N 0.173022 0.114365 0.111726 N 0.17302 0.11315 0.11173 0.07414
------------------------------------- ------------- ---------- -------------------------
avqz avqz
N2 0.592422 0.423673 0.419336 N2 0.59242 0.42006 0.41934
0.173071 0.124562 0.106121 N 0.17307 0.12333 0.10612 0.07582
====================================== ============= ====================================
====================================== ============= ====================================
O2 O2
CAS CAS-extrap CIPSI CAS CAS-extrap CIPSI
avdz avdz
O2 1.164428 0.70775731 0.97121 O2 1.16443 0.69100 0.97121
O 0.513919 0.31497205 0.41604 O 0.51391 0.30623 0.41604 0.24934
-------------------------------------- --------------------------------------------------
avtz avtz
O2 1.166676 0.79715452 0.88440 O2 1.16668 0.78996 0.88440
O 0.516070 0.36905624 0.37689 O 0.51607 0.35068 0.37689 0.25768
-------------------------------------- --------------------------------------------------
avqz avqz
O2 1.167688 0.861134291 0.84136 O2 1.16769 0.85386 0.84136
O 0.516288 0.398760190 0.36249 O 0.51628 0.37922 0.36249 0.26283

View File

@ -0,0 +1,551 @@
%!PS-Adobe-3.0 EPSF-3.0
%%Creator: cairo 1.14.6 (http://cairographics.org)
%%CreationDate: Wed Mar 25 15:41:04 2020
%%Pages: 1
%%DocumentData: Clean7Bit
%%LanguageLevel: 2
%%BoundingBox: 0 0 360 216
%%EndComments
%%BeginProlog
save
50 dict begin
/q { gsave } bind def
/Q { grestore } bind def
/cm { 6 array astore concat } bind def
/w { setlinewidth } bind def
/J { setlinecap } bind def
/j { setlinejoin } bind def
/M { setmiterlimit } bind def
/d { setdash } bind def
/m { moveto } bind def
/l { lineto } bind def
/c { curveto } bind def
/h { closepath } bind def
/re { exch dup neg 3 1 roll 5 3 roll moveto 0 rlineto
0 exch rlineto 0 rlineto closepath } bind def
/S { stroke } bind def
/f { fill } bind def
/f* { eofill } bind def
/n { newpath } bind def
/W { clip } bind def
/W* { eoclip } bind def
/BT { } bind def
/ET { } bind def
/pdfmark where { pop globaldict /?pdfmark /exec load put }
{ globaldict begin /?pdfmark /pop load def /pdfmark
/cleartomark load def end } ifelse
/BDC { mark 3 1 roll /BDC pdfmark } bind def
/EMC { mark /EMC pdfmark } bind def
/cairo_store_point { /cairo_point_y exch def /cairo_point_x exch def } def
/Tj { show currentpoint cairo_store_point } bind def
/TJ {
{
dup
type /stringtype eq
{ show } { -0.001 mul 0 cairo_font_matrix dtransform rmoveto } ifelse
} forall
currentpoint cairo_store_point
} bind def
/cairo_selectfont { cairo_font_matrix aload pop pop pop 0 0 6 array astore
cairo_font exch selectfont cairo_point_x cairo_point_y moveto } bind def
/Tf { pop /cairo_font exch def /cairo_font_matrix where
{ pop cairo_selectfont } if } bind def
/Td { matrix translate cairo_font_matrix matrix concatmatrix dup
/cairo_font_matrix exch def dup 4 get exch 5 get cairo_store_point
/cairo_font where { pop cairo_selectfont } if } bind def
/Tm { 2 copy 8 2 roll 6 array astore /cairo_font_matrix exch def
cairo_store_point /cairo_font where { pop cairo_selectfont } if } bind def
/g { setgray } bind def
/rg { setrgbcolor } bind def
/d1 { setcachedevice } bind def
%%EndProlog
%%BeginSetup
%%BeginResource: font DejaVuSans
11 dict begin
/FontType 42 def
/FontName /DejaVuSans def
/PaintType 0 def
/FontMatrix [ 1 0 0 1 0 0 ] def
/FontBBox [ 0 0 0 0 ] def
/Encoding 256 array def
0 1 255 { Encoding exch /.notdef put } for
Encoding 32 /space put
Encoding 45 /hyphen put
Encoding 46 /period put
Encoding 47 /slash put
Encoding 48 /zero put
Encoding 49 /one put
Encoding 50 /two put
Encoding 51 /three put
Encoding 52 /four put
Encoding 53 /five put
Encoding 57 /nine put
Encoding 67 /C put
Encoding 70 /F put
Encoding 73 /I put
Encoding 90 /Z put
Encoding 97 /a put
Encoding 100 /d put
Encoding 101 /e put
Encoding 102 /f put
Encoding 103 /g put
Encoding 104 /h put
Encoding 105 /i put
Encoding 108 /l put
Encoding 110 /n put
Encoding 111 /o put
Encoding 112 /p put
Encoding 114 /r put
Encoding 116 /t put
Encoding 120 /x put
/CharStrings 30 dict dup begin
/.notdef 0 def
/space 1 def
/zero 2 def
/period 3 def
/nine 4 def
/one 5 def
/two 6 def
/three 7 def
/four 8 def
/five 9 def
/i 10 def
/n 11 def
/t 12 def
/e 13 def
/g 14 def
/r 15 def
/a 16 def
/l 17 def
/o 18 def
/f 19 def
/h 20 def
/hyphen 21 def
/p 22 def
/slash 23 def
/Z 24 def
/F 25 def
/C 26 def
/I 27 def
/x 28 def
/d 29 def
end readonly def
/sfnts [
<0001000000090080000300106376742000691d39000011c8000001fe6670676d7134766a0000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>
] def
/f-0-0 currentdict end definefont pop
%%EndResource
%%EndSetup
%%Page: 1 1
%%BeginPageSetup
%%PageBoundingBox: 0 0 360 216
%%EndPageSetup
q 4 2 349 207 rectclip q
0 g
0.25 w
0 J
0 j
[] 0.0 d
3.8 M q 1 0 0 -1 0 216 cm
48.051 186.75 m 51.75 186.75 l S Q
q 1 0 0 -1 0 216 cm
345.148 186.75 m 341.449 186.75 l S Q
BT
8 0 0 8 22.570312 26.25 Tm
/f-0-0 1 Tf
( 0.09)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 157.398 m 51.75 157.398 l S Q
q 1 0 0 -1 0 216 cm
345.148 157.398 m 341.449 157.398 l S Q
BT
8 0 0 8 27.660156 55.597656 Tm
/f-0-0 1 Tf
( 0.1)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 128.102 m 51.75 128.102 l S Q
q 1 0 0 -1 0 216 cm
345.148 128.102 m 341.449 128.102 l S Q
BT
8 0 0 8 22.570312 84.898438 Tm
/f-0-0 1 Tf
( 0.11)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 98.75 m 51.75 98.75 l S Q
q 1 0 0 -1 0 216 cm
345.148 98.75 m 341.449 98.75 l S Q
BT
8 0 0 8 22.570312 114.25 Tm
/f-0-0 1 Tf
( 0.12)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 69.398 m 51.75 69.398 l S Q
q 1 0 0 -1 0 216 cm
345.148 69.398 m 341.449 69.398 l S Q
BT
8 0 0 8 22.570312 143.597656 Tm
/f-0-0 1 Tf
( 0.13)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 40.102 m 51.75 40.102 l S Q
q 1 0 0 -1 0 216 cm
345.148 40.102 m 341.449 40.102 l S Q
BT
8 0 0 8 22.570312 172.898438 Tm
/f-0-0 1 Tf
( 0.14)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 10.75 m 51.75 10.75 l S Q
q 1 0 0 -1 0 216 cm
345.148 10.75 m 341.449 10.75 l S Q
BT
8 0 0 8 22.570312 202.25 Tm
/f-0-0 1 Tf
( 0.15)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 186.75 m 48.051 183.051 l S Q
q 1 0 0 -1 0 216 cm
48.051 10.75 m 48.051 14.449 l S Q
BT
8 0 0 8 37.847656 16.949219 Tm
/f-0-0 1 Tf
( 0.15)Tj
ET
q 1 0 0 -1 0 216 cm
90.5 186.75 m 90.5 183.051 l S Q
q 1 0 0 -1 0 216 cm
90.5 10.75 m 90.5 14.449 l S Q
BT
8 0 0 8 82.84375 16.949219 Tm
/f-0-0 1 Tf
( 0.2)Tj
ET
q 1 0 0 -1 0 216 cm
132.949 186.75 m 132.949 183.051 l S Q
q 1 0 0 -1 0 216 cm
132.949 10.75 m 132.949 14.449 l S Q
BT
8 0 0 8 122.746094 16.949219 Tm
/f-0-0 1 Tf
( 0.25)Tj
ET
q 1 0 0 -1 0 216 cm
175.398 186.75 m 175.398 183.051 l S Q
q 1 0 0 -1 0 216 cm
175.398 10.75 m 175.398 14.449 l S Q
BT
8 0 0 8 167.742188 16.949219 Tm
/f-0-0 1 Tf
( 0.3)Tj
ET
q 1 0 0 -1 0 216 cm
217.801 186.75 m 217.801 183.051 l S Q
q 1 0 0 -1 0 216 cm
217.801 10.75 m 217.801 14.449 l S Q
BT
8 0 0 8 207.597656 16.949219 Tm
/f-0-0 1 Tf
( 0.35)Tj
ET
q 1 0 0 -1 0 216 cm
260.25 186.75 m 260.25 183.051 l S Q
q 1 0 0 -1 0 216 cm
260.25 10.75 m 260.25 14.449 l S Q
BT
8 0 0 8 252.59375 16.949219 Tm
/f-0-0 1 Tf
( 0.4)Tj
ET
q 1 0 0 -1 0 216 cm
302.699 186.75 m 302.699 183.051 l S Q
q 1 0 0 -1 0 216 cm
302.699 10.75 m 302.699 14.449 l S Q
BT
8 0 0 8 292.496094 16.949219 Tm
/f-0-0 1 Tf
( 0.45)Tj
ET
q 1 0 0 -1 0 216 cm
345.148 186.75 m 345.148 183.051 l S Q
q 1 0 0 -1 0 216 cm
345.148 10.75 m 345.148 14.449 l S Q
BT
8 0 0 8 337.492188 16.949219 Tm
/f-0-0 1 Tf
( 0.5)Tj
ET
q 1 0 0 -1 0 216 cm
48.051 10.75 297.098 176 re S Q
BT
0 8 -8 0 10.699219 74.636719 Tm
/f-0-0 1 Tf
(integral of the on-top)Tj
8 0 0 8 189.941406 3 Tm
(1/Z)Tj
2.63916 23.862305 Td
[(FCI e)18(xtrapolated on-top)]TJ
ET
0.580392 0 0.827451 rg
q 1 0 0 -1 0 216 cm
310.852 19.102 m 334.949 19.102 l S Q
q 1 0 0 -1 0 216 cm
345.148 179.699 m 203.648 169.301 l 132.949 161.75 l 90.5 157.449 l 62.199
154.648 l S Q
q 1 0 0 -1 0 216 cm
342.148 179.699 m 348.148 179.699 l S Q
q 1 0 0 -1 0 216 cm
345.148 176.699 m 345.148 182.699 l S Q
q 1 0 0 -1 0 216 cm
200.648 169.301 m 206.648 169.301 l S Q
q 1 0 0 -1 0 216 cm
203.648 166.301 m 203.648 172.301 l S Q
q 1 0 0 -1 0 216 cm
129.949 161.75 m 135.949 161.75 l S Q
q 1 0 0 -1 0 216 cm
132.949 158.75 m 132.949 164.75 l S Q
q 1 0 0 -1 0 216 cm
87.5 157.449 m 93.5 157.449 l S Q
q 1 0 0 -1 0 216 cm
90.5 154.449 m 90.5 160.449 l S Q
q 1 0 0 -1 0 216 cm
59.199 154.648 m 65.199 154.648 l S Q
q 1 0 0 -1 0 216 cm
62.199 151.648 m 62.199 157.648 l S Q
q 1 0 0 -1 0 216 cm
319.898 19.102 m 325.898 19.102 l S Q
q 1 0 0 -1 0 216 cm
322.898 16.102 m 322.898 22.102 l S Q
0 g
BT
8 0 0 8 264.675781 184.597656 Tm
/f-0-0 1 Tf
(FCI on-top)Tj
ET
0 0.619608 0.45098 rg
q 1 0 0 -1 0 216 cm
310.852 28.398 m 334.949 28.398 l S Q
q 1 0 0 -1 0 216 cm
345.148 22.75 m 203.648 64.25 l 132.949 85.398 l 90.5 97.25 l 62.199 104.699
l S Q
q 1 0 0 -1 0 216 cm
342.148 19.75 m 348.148 25.75 l S Q
q 1 0 0 -1 0 216 cm
342.148 25.75 m 348.148 19.75 l S Q
q 1 0 0 -1 0 216 cm
200.648 61.25 m 206.648 67.25 l S Q
q 1 0 0 -1 0 216 cm
200.648 67.25 m 206.648 61.25 l S Q
q 1 0 0 -1 0 216 cm
129.949 82.398 m 135.949 88.398 l S Q
q 1 0 0 -1 0 216 cm
129.949 88.398 m 135.949 82.398 l S Q
q 1 0 0 -1 0 216 cm
87.5 94.25 m 93.5 100.25 l S Q
q 1 0 0 -1 0 216 cm
87.5 100.25 m 93.5 94.25 l S Q
q 1 0 0 -1 0 216 cm
59.199 101.699 m 65.199 107.699 l S Q
q 1 0 0 -1 0 216 cm
59.199 107.699 m 65.199 101.699 l S Q
q 1 0 0 -1 0 216 cm
319.898 25.398 m 325.898 31.398 l S Q
q 1 0 0 -1 0 216 cm
319.898 31.398 m 325.898 25.398 l S Q
0 g
q 1 0 0 -1 0 216 cm
48.051 10.75 297.098 176 re S Q
Q Q
showpage
%%Trailer
end restore
%%EOF