Entanglement in Finite Spin Systems

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Entanglement in Finite Spin Systems
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)Wu$3 "=2H:<(' $=N*9N9ŠC'<#'x$3l84/qDi'P%(''q#"=4
J#"'x(<`4=%($Y#$37H=%@A7
-/'{(7
)J4<`I% " }{>V7/<W$,=8;<#'4H%G$,2
%(L.%G('@ %($3S'/N9OJ"'P$3F8;<#'4/%('C$,';Q9Ki'8R`4
#$37Hq-
4?,:'P7/q("'P?,';> C%($,I9'P7/>T("'P#<#4/=%($Y#$37H6 =%+$&%WI9:'x#7E#"'x>‘4/8;
("F4
C)'!4<#'84?&8;:=?,4($,2M';Q9Ki'8R`4
#$37He-
4/?3:'!>V7/<J("='>V:?,?*%(L.%G('@nF4FIq#".:=%l)'2/'C4$3F8;<#'4/%('PD.Lq7/='
)W"'e)'P$3F8;<#'4/%('x7/:<l%(L9%1#'@ %($,S'PD.L7/'HN
OJ"'1%G$,2P@A79I9'?9"=4H%4{I9'2/''<`4
#']2H<(7H:=I!%G#4('/N '084:F%G'7>#"$&%("'lI9'=%($Y1L@M4
#<($3Q!)W$,?3?9?,7.7/‰?,$3‰H'
4ZI'=%($Y1LM@M4(<#$YQMDi'?,7/2H$32Z(7A4!@A$3Q.'0I'=%G'@ZD?,'{(7 MN ]:]#"'{1%($,2Z@A79I9'? $,#"'C#"'<#@A79I9L.=4@A$&8
?,$3@A$3u"=4H%4g%GKi7/5`4'7/:=%%(L.@A@B'(<#LfD=<('04‰.$3=2\$,r("F4
q$3e8`"7.75%G'0%A7/'z7/>x$3#%1)]7 KF75%(%($3D=?3'k2H<(7H:=I
%G#4
#'%NFO*7q2H';{4uI9'=%($31Lu@M4
#<($3Q("=4{Di';(('<x<#'K<#'%('5#%W("'E1%G$,2q@A79I9'?*)W$3("z$3#%{D<#7/‰H'z%(L5@A@A';#<(L
)'x4/KK?,LA4E-/'<(LA)'4/‰B@M4/2/'($&8)"='?,I 4J$3q("'PKi7H%($Y#$3-H'{87/:K?,$,2BI$3<#'8;($,7/TN b 4(:<`4?,?3LA#"$&%]K=<(798;'0I9:<#'
)W$,?3?4
h '8;{#"'A<('0%G:=?Yx(7%G7H@A'EI9'2/<#''/N|.''B%('8;($,7/$FN3}Z>V7/<P4u8?375%G'<xI$,%#8;:=%#%($37Hz7>6#"$&%{K=<(7HD?3'@N OJ"='
'5`42H?3'@B'5x7/>6>V7/<#@M4
($,7/\I97.'%x7/P"F4U-/'!#"$&%PK<(7HD?,'@nb4/%P%G''[$3s"=2/:=<('$=N %NbOJ"'<#'A4<#'E4?&%(7q1)7
C
.72 0) 187% 0>K
0
e
f - z f 0 <q> 4 k >
1
1
5 spin
0.8
0.8
0.6
0.6
Entropy of Entanglement, E
Entropy of Entanglement, E
3 spin
0.4
0.2
0
−0.2
0.4
0.2
0
0
0.5
1
1.5
Magnetic field, B
2
2.5
−0.2
3
0
0.5
1
Q68V\` X,@NPL:!X
1.5
Magnetic field, B
2
2.5
Q"<?V" X,@!PL:NX
1.2
1.2
9 spin
1
1
0.8
0.8
Entropy of Entanglement, E
Entropy of Entanglement, E
7 spin
0.6
0.4
0.6
0.4
0.2
0.2
0
0
−0.2
3
0
0.5
1
1.5
Magnetic field, B
2
2.5
−0.2
3
0
0.5
1
Q"7EV # X/@!PL:!X
1.5
Magnetic field, B
Q"F?V
1.2
-
2
2.5
3
2
2.5
3
X,@!PL:NX
1.2
1
1
0.8
0.8
Entropy of Entanglement, E
Entropy of Entanglement, E
10 spin
0.6
0.4
0.6
0.4
0.2
0.2
0
0
−0.2
0
0.5
&F
1
1.5
Magnetic field, B
Q[>EVZR
X,@!PL:NX
2
2.5
3
−0.2
0
0.5
1
&F
1.5
Magnetic field, B
QYV\` 5/C=R
X,@NPL:!X
X $32H:<#' $=N,} lp65#<(7HK5L 7>M'5#4/2/?,'@A'H>V7H<k("' 1%G$,2Œ@A79I9'?>V7H<cI9$3hi'<('5[%GL9%G('@ %($3S'%NCOJ"'wI9';y
I9'2/'='<`4
($,7/y"F'?&Ig$,%B%(';Z#7 4 " }^2\1}-,H, }-,H,H, _RNg("='%('u8;:=<(-H'%Z4/?3?D:9E("'u("=<(''q?&4/%GE%GK=$3=%
7/q("'8`"=4/$3u"=4U-/'xDi''u(<`4/8'I4U)J4ULA)W"'4 84/?,8:?&4
6 ($,2Z("'P'5#<(7HK5LM7/>'5`42H?3'@B'5n.';Q8;'K9J>V7/<("='
Uyq4/=IT$y.%(K$,e8`"=4/$3F%J)W"'<#'x1)]7M%(K$3F%J"=4U-/'xDF''k‰H'K90N
e :; 6,0m;Q1+ s]
9;5
-;zW1B;Q
0
12
8
3 spin
5 spin
7
Derivative od Entropy of Entanglement, dE/dB
Derivative od Entropy of Entanglement, dE/dB
10
8
6
4
2
6
5
4
3
2
1
0
0
−2
0
0.5
1
1.5
Magnetic field, B
2
2.5
−1
3
0
0.5
1
Q68V\` X,@NPL:!X
1.5
Magnetic field, B
2
2.5
Q"<?V" X,@!PL:NX
8
8
9 spin
7
7
6
6
Derivative od Entropy of Entanglement, dE/dB
Derivative od Entropy of Entanglement, dE/dB
7 spin
5
4
3
2
1
5
4
3
2
1
0
0
−1
−1
−2
3
0
0.5
1
1.5
Magnetic field, B
2
2.5
−2
3
0
0.5
1
Q"7EV # X/@!PL:!X
1.5
Magnetic field, B
Q"F?V
-
2
2.5
3
2
2.5
3
X,@!PL:NX
12
6
10 spin
10
Derivative od Entropy of Entanglement, dE/dB
Derivative od Entropy of Entanglement, dE/dB
5
4
3
2
1
0
6
4
2
0
−1
−2
8
0
0.5
&F
1
1.5
Magnetic field, B
Q[>EVZR
X,@!PL:NX
2
2.5
−2
0
0.5
1
&F
1.5
Magnetic field, B
QYV\` 5/C=R
X,@NPL:!X
X$32H:<#'[$FN C'<($,-
4
#$3-H'W7>=#"'W'5#<(7HK5LZ7> '5#4/2/?,'@A'5>V7/<#"'W1%($32@A79I9'?9>V7/<6I9$3h '<#'5+%GL9%G('@ %($3S'%N
OJ"'AI9'Ry9I9'2H''<#4($,7/E"='?,Ic$,%P%(';x(7 4 " }M^D\G}/,H, }-,H,W, _RN z#"'%('A8;:<#-/'0%C4?,?D:9x("'E("=<(''Z?&4/%G
%(K$3F%{7Hk("='A8`"F4$,z"=4U-/'EDF''c(<`4/8;'0Iz4U)J4ULu)W"'[4 84?&8;:?&4
6#$32q("'B'5#<(7HK5L7/>+'5#4/2/?,'@A'H0nF'Q8;'K
>V7/<J#"'OUyq4/=IT$y.%(K$,e8`"=4/$3F%J)W"'<#'x1)]7M%(K$3F%J"=4U-/'PDi''‰H'K90N
I
e
f - z f 0 <q> 4 k >
100
100
4 spin
6 spin
80
Second Derivative of Entropy of Entanglement, dE/dB
Second Derivative of Entropy of Entanglement, dE/dB
80
60
40
20
0
−20
−40
−60
−80
60
40
20
0
−20
−40
−60
0
0.5
1
1.5
Magnetic field, B
Q68V
2
2.5
−80
3
0
0.5
1
1.5
Magnetic field, B
X,@NPL:!X
2
2.5
Q"<?V\U X,@!PL:NX
80
80
7 spin
8 spin
60
Second Derivative of Entropy of Entanglement, dE/dB
Second Derivative of Entropy of Entanglement, dE/dB
60
40
20
0
−20
−40
−60
−80
40
20
0
−20
−40
−60
0
0.5
1
1.5
Magnetic field, B
2
2.5
−80
3
0
0.5
1
1.5
Magnetic field, B
Q"7EV # X/@!PL:!X
Q"F?V
100
,
2
2.5
100
11 spin
Second Derivative of Entropy of Entanglement, dE/dB
80
60
40
20
0
−20
−40
−60
−80
−100
3
X,@!PL:NX
9 spin
80
Second Derivative of Entropy of Entanglement, dE/dB
3
60
40
20
0
−20
−40
−60
−80
0
0.5
1
1.5
Magnetic field, B
Q">EV
-
X/@!PL:!X
2
2.5
3
−100
0
0.5
1
1.5
Magnetic field, B
2
2.5
3
QY$VZRTRZX,@!PL:!X
X $32H:<#'$=N ].'08;7H=IrI9'<#$3-
4($,-/'k7>x("='z'5(<#7/K.Lw7/>'5#4/2/?,'@A'5A>V7/<("'z1%($,[email protected]'?l>V7H<qI9$3hi'<('5
%(L.%G('@ %G$,S'0%N5OJ"'{I9';y.I9'2/''<`4
#$37H"F'?&I$&%+%(';+#74D"m}M^D\1}-,H, }/,W,H, _RN
M#"'%('{8:<(-H'%64/?3?iD:9("='
("=<(''W?,4H%1+%(K$,=%67HE#"'l8`"=4/$3A"=4U-H'Di''A(<`4/8'IA4U)4UL)W"='84/4 ?,8:?&4
($,2x6 ("='l'5(<#7/K.L!7/>b'5#4/2/?,'@A'50n
';Q8'K9W>V7H<J("'O
yM4/=IE$
y.%(K$,e8`"F4$,=%)W"'<#'x1)]7M%(K$3F%W"=4U-/'xDi''‰H'K90N
e :; 6,0m;Q1+ s]
9;5
-;zW1B;Q
I
0.8
0.9
0.75
Entropy of Entanglement top width, ∆B
Magnetic field at entanglement maximum
0.85
1
0.8
0.7
0.6
0.5
0.4
0.7
0.65
0.6
0.55
0.5
0.45
0.3
0.4
0.2
0
5
10
15
Number of spins, n
20
25
Q[8
V C7E8H5/PLCT:C;Y(5/G!> ^ 8H]NPL^ M!^ C;Y(5/G!> >9:5/B,CT@ $
;C Y >4:5$8;: TKL>9^J>4:5&8;:!F 8;:J>]5/B$8;@?CTKO8H5/>9F74M!B/D>\Y[CTB
5/G!>A5,B/>9:NFS
0.35
3
4
5
6
7
Number of spins, n
8
9
10
11
Q"<?V.:5,B/CT@$ C;Y >9:5,8;:TKL>4^J>9:55/CT@ %&PLFN5/G Q5,GN>
PLX F!>&":!>4F < $5,GN> >9:5/B,CT@ $ C;Y 4> :5$8;:TKL> ^J>4:5G!89DPL: F!>474B,>98;X,>4F 5/C R C;Y P ,5 X ^ 8H]P ^ M!^ D;8;KLM!>EVS
%&PLFN5/G
X$32H:<#' =$ N $5OJ"'+DF'"=4U-.$37H<b7>5("'6?,7984($,7/P7>.("='6@M4
Q9$3@E:@t4/=Ix("='(7HKx7/>.("'6'5(<#7/K.Ll7>9'H`42H?3'@A'5
>V7/<lI$Yh '#< '5C%(L.%G('@ %($3S'%N
10
Spin expectations value along x, <σx>
9
8
7
6
5
4
3
2
1
0
0
0.5
1
1.5
Magnetic field, B
2
2.5
3
X$32H:<#' $FN *
Y.K$,k';Q9Ki'8R`4
#$37Hu-
4?,:' K B >V7H<lI9$Yh '<#'5l1%($3=2%GL9%G('@ %G$,S'0%N=OJ"='P%(L9%1#'@ %G$,S'$,=8;<#'4H%G'0%
D.L7/='P>V<(7H@ A%GK$,=%#7k}/,E>V<(7H@ ?,';> W(7M<#$,2/"5N
7 #"'<C-/'<#L$,5('<#'%G($,2B("=$325%W#7M7#'!4Di7/:9 "=2H:<#'l$=N %NYX$,<#%GW("'@M4Q.$,@Z:=@ yu87/
X1'08R(:=<('0Iq#7M7988;:=<
4
]("'{K"=4H%G'W#<#4/=%($Y#$37HM@B7
-H'%64U)J4UL!>V<#7/@ "m}/N.OJ"5:F%("='{8;7H
X1'8;(:<#'l$&%+7HD.-5$,7/:F%G?,L!>‘4/?,%('l>V7H< 4/=I
("='1%G$,2B@B79I9'? NFOJ"$,%W4H8R#:=4?,?3L4/2/<#''0%])W$3("u6 ("='<('0%G:?3#%J$,S& W : )W"'<#'P$Yl$&%W8;7H
X1'8;(:<#'Iq("F4
W$Yl$&%("='
I9'<($,-
4
($,-/'Hn9<#4("'<("'u#"''5`42H?3'@B'57/>*>V7H<(@M4
#$37Hq$3#%('?3>1n9("F4
C%("7/:?&IuDF'!4W4B@M4
Q9$,@Z:@ 4
W("='
+OPNY9'8;7H=I9?,LM("='@A4Q9$3@E:@ $&%W@Z:=8`"%(@A4/?3?,'<J#"=4e>V7H<J("''H#<(7HK.LM7>'5#4/2/?,'@A'50N
4E; ]; P; H; /:P;uP; ( P;Q69; ;H
90 Z;Q1
OJ"'JI9'Ki'FI9'=8']7H("='I9';y.I9'2/''<`4
#$37H "='?&IP>V7/<*("8 =']1%($3=2{@A79I9'?5)W$3("%{%GK=$3=%$&%*%("7
)W!$,O"F2/:<#'+$FN(9N
a\'+)J45T(7{K<#'%('<#-/'("='+';Q9Ki'8;('IZ%G"=4/<(KKi'4/‰ n04/=I%1#$3?,?57I9'K<#'%#%b#"'+@M4Q.$,@Z:=@ -
4/?3:'HNOJ"$&%*@A4/‰/'0%
"m}^2\1}/,W, }-,H,W4, _J4E2/7.79Iq8`"=7/$&8;'/N.u>‘4/8;#"'4/8;(:=4/?i"F4=I9?,$,2A7>#"'I9'Ry9I9'2H''<#4($,7/"F'?&Iq$&%J4
8D$3l@A7/<#'PI'4 ?,$,84
('x#"=6 4BX1:=%GW(7%G($&8`‰M(7B#"$,%l-U4/?3:='/N l=4(:<`4?,?,LqI9'Ki'FI%W7/u("='!%GL9%G('@ 1L5Ki'xy$Y>)'
"=4U-H'W7ZI9'2/'='<`4/8;LZ$3A#"'C2H<(7H:=IA%1`4
#'l7l"='?,IA$&%6=''I'IEyED:4?&%(77/B("'{.:@ZDi'<]7>T%GK=$3=%6(<`4/8'I
4U)J4UL/NX=7/<!'Q94/@AK?3'Hn$3>l)]'q"=4U-/'4u%| %($3('q%(K$,w1%G$,2z8`"=4/$3n*4FIg7/?,L[(<`4/8;'4U)J4ULc7H'q%(K$,("'T"='?&I
I0
f - z f 0 <q> 4 k >
e
0.16
Entanglement of Formation, EF
0.14
0.12
0.1
0.08
0.06
0.04
0.02
0
0
0.2
0.4
0.6
0.8
1
1.2
Magnetic Field, B
1.4
1.6
1.8
2
X$32H:<(' $FN %5p65#4/2/?,'@A'5J7>>V7/<#@M4
($,7/eDi';1)''u1)7B='4<#'%GW'$,2/".Di7/<`%]>V7/<J("='1%G$,[email protected]'?N
4Di7
-/'C$,%](7.7B%1#<(7H2PyM$YWI9'K=<('0%(%('%6("'xKF'04‰EyA4/=I " }M^D\1}-,H,W, }-,H,H,W, _]$&%]4ZDF'G#'<W8`"7/$&8;'HNHaŒ".L
("='84q)]'x$3u>‘4/8;:F%G'{("' "=<`%G-
4?,:'x7>T#"'PI9'Ry9I98 '2H''<#4($,7/=% 4 "='?&I Pq6 ("'4Di7
-/'x84/?,8:?,4($,7/=%+("='
I9';y.I9'2/'='<`4
($,7/F%P"='?&IA$,%+4?,)4UL9%%(@A4/?3?='7H:2/"B("F4
+$3+)W$,?3?F7]I'K<#'%#%("='l'5#4/2/?,'@A'H6@M4Q.$,@Z:=@eN
OJ".:=%J$3C%G"7H:?&IuDi'!4A%(4>V'8`"7/$&8;'HN
1.2
ε = 1/(10 + 100B)
ε = 1/(10 + 100B)
ε = 1/(100 + 1000B)
ε = 1/(1000 + 10000B)
ε = 1/(10000 + 100000B)
1
Entropy of Entanglement, E
0.8
0.6
0.4
0.2
0
−0.2
0
0.5
1
1.5
Magnetic field, B.
2
2.5
3
X$32H:<#'l$=N.(FOJ"='!'5(<#7/K.Lu7>'5#4/2/?,'@A'HW>V7H<{I9$3h '<#'5{I9';y.I9'2/'='<`4
($,7/F%["='?&I%NFŠl'<('!("'Z%(L9%1#'@ $,%
4e1%($32B1L.Ki')W$Y#"a%A%(K$,=%l4FI#"' "=<`%1W#"<(''x(<`4/8;'0Iu4U)J4UL/N
X7H<+#"'{>V:?3? kkt@A79I9'?i#"'x%($3(:=4($,7/q$&%I9$Yh '<#'50N.ŠC'<#'l#"'P2/<#7/:=IM%G#4('x7>b#"'x%(L9%1#'@ –&¦x:$&^H:='
¡ šz'5#4=2/?,'I \ %G''B("'A'Q5!%('8;($,7/9_;ŽTOJ"=4
$&%n #"$,%P@A79I9'?)W$3?,?"=4U-/'A4u7/9| S'<(7u'5#4/2/?,'@A'HP>V7H<
("='M2/<#7/:=I[%1`4
#'/NTOJ"'M<#'%(:?3P7/>4I9';y.I9'2/'='<`4
($,7/u"='?&I\"'<#'A$,%P7H?3Lz(7kI9'%G(<#7
Lz%(L5@A@A';#<(LHnT4/%x)'
%("=4?,?T%G''P?,4('<0N
'84:=%('+7/>=("='W<#4("'<:=9>V7/<((:F4
('<#'^5:$,<('@B'5nU("F4
64E';Q.(<`4)"F'?&IE"F4U-/'6#7PDF'l4HII9'I D.L!"=4/=
I =n
("='x<#'%(:?3#%]7/q("'P1%($32B@A79I9'? "=4U-H'l(7BDi'P^5:'0%1#$37H'I(7A%G7H@A'{'Q5#'5N9ŠC7
)]'-/'<+("'<('P4<#'P4!.:@ZDi'<
7>>‘4/8;(7H<#%J%(:2/2H'%G($,2Z#"'<#'%(:?YJ#7MDF'K?&4:F%G$,D?,'/NO*7BDi'2H$3)W$3("Tn>V7/<J("='<('2/$,7/ B )'P84%G‰.$,K
("='"F'?&Ic%($3=8'E"='<#'E)'E"F4U-/'Z=7eI9'2/''<`4
#$37HTNF >)]'AI97u("$&%{("'A<#'%(:?3{>V7H< B 6 6 $&%C" #"'M%(4/@A'B4H%
)W$3("k#"'O"='?,I N OJ"$&%C84c4/?,%(7MDF'B%G''z$,"=2H:<#'O$=N.(E)W"'<#'!#"'E8:<#-/'$&%C'0%(%(6'5($&4?,6 ?,Lu" $,=I9'KF'=I9'5x7>
)W"=' B 8 N9.'08;7/FI9?3LHn=%($3@A$,?,4/<W$3.-/'0%1#$3254
#$37H=%]>V7/<W#"'1%G$,2A@A79I9'?T)'<#'84/<(<#$3'0Iq7H:9l$,S
& `F : N=OJ"='
8<#'%(:?Y`%("6 '<('6 4/<(" 'P-/'<(L8?375%G'x#7M@B$,'HN
e 0
:;s<T< 0mLP;Q1+ +
9;5
/;szW;Q1
I7I
1.4
With de−−degenerating filed.
Without de−−degenerating field.
1.2
Entropy of Entanglement, E
1
0.8
0.6
0.4
0.2
0
0
0.5
1
1.5
Magnetic field, B
2
2.5
3
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1.5
Entropy of Entanglement, E
Spin 1 to 4 traced.
Spin 1 to 5 traced.
Spin 1 to 6 traced.
1
0.5
0
0
0.5
1
1.5
Magnetic field, B.
2
2.5
3
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1
2 spins
3 spins
4 spins
5 spins
6 spins
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0.9
0.8
Entropy of Entanglement, E
0.7
0.6
0.5
0.4
0.3
0.2
0.1
0
0
0.5
1
1.5
Magnetic field, B
2
2.5
3
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Eigenvalues
e 0
Bd
Magnetic Field
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Difference between finite XX systems and infinite systems, D(N)
5
4.5
4
3.5
3
2.5
2
1.5
1
2
3
4
5
System size, N
6
7
8
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("F4
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9;5
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Ij
1
Entanglement, E
0.8
0.6
0.4
0.2
0
0
0.5
1
1.5
2
2.5
Magnetic field, B
3
1.5
B field
2
3.5
4
4.5
X$32H:<#'G$=N,}/5HkkGk <('0%G:=?Y0nH7AI9'| I9'2/''<`4
#$37H"F'?&Ibn2Z%(K$,=%+q("$&%K?,7("'P8;7H:K?,$32B8;7H=%1`45]$&%%G'
%(7E#"=4
l)'P2/'W4AK="=4/%('x(<`4=%($Y#$37He4 " $FN
6
1
0.9
0.8
Entanglement, E
0.7
0.6
0.5
0.4
0.3
0.2
0.1
0
0
0.5
1
2.5
3
X$32H:<#'$FN3}/$5bp65(<#7/K.L7>'5#4/2/?,'@A'H$,c#"'kGkk @B79I9'?)W$Y#"g%G$3Qc%GK=$3=%4/=I[7kI9';|I9'2H''<#4($,7/
"='?,IbN j ?,?%GK=$3=%JD=:9C7/='P4/<('x#<#4H8;'Iq7/:90N
A@ 79I9'?N9 >*)'{"F4U-/'P4E%(L9%1#'@ )W$3("%E%(K$,=%W4FIM(<`4/8'$B7>*("'0%G'Hn9‰/''K$,2E%#4ULk}P4=Ia9n.)'{)W$,?3?b2H';J("='
'5`42H?3'@B'5Di';1)''q#"'%('P1)]7A4FI#"'P<('0%1W7>*("'%(L9%1#'@N9a['!84?,?i("$&%W'5`42H?3'@B'5 N9 >*)'
(<`4/8'B4/?3?D:P7H'BK=4<(($&8;?,'E)'B)W$3?,?2/'{#"'A'5#4/2/?,'@A'5PDF'1)]''c("$&%PK=4<(($&8;?,'A4=Iz("'A<#'%G x7/>+("='
%(L.%G('@ni)'E84?,?#"$&%{'5#4=2/?,'@A'5 =\ "
" < < < _RN b 7
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'5#4=2/?,'@A'5u7/>Z%G:=D=%GL9%G('@ }g)W$3("Œ#"'\<('0%1e7>("='\%(L9%1#'@>_RN).$,=8;' 4/=I
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7
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#'IbNg("='e%#4@A'"=2H:<#'("='
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)WTN b 7#'("=4W("'$3<x84/?,8:?,4($,7/=%W4/<('I97H'P>V7/< O Q " , < }4/=I
)W$3("'5#4/2/?,'@A'HW7/>*>V7H<(@M4
#$37Hu4H%J'5#4/2/?,'@A'5W@A'4H%G:<#'/n9)W"=$3?,'@A$3'!4/<('PI97H'P>V7/< OQ N,=N
a\'x"F4U-/'P4?&%G7A84/?,8:?,4('0IM("=''5#4/2/?,'@A'5JDF'1)]''u1)]7A%(K$3F%J$34A8`"=4$,u:F%G$,2E("'!87/=8:<(<#'F8;'
7>>V7H<(@M4($,7/z4FI("'E'5#4/2/?,'@A'Hx7>>V7H<(@M4
#$37HTN=aŒ"='[I7/$,2M("=$,%nF:F%G$,2#"'A84=7/$&84/?T'=%('@ED?,'
(7\2/'Z#"'eI'=%($Y1Lg@M4(<#$YQN\V$,f4\%($3@A$,?,4/<E)J4UL\4H%EI7/'e$3/
& H, _>V7H<"==$Y#'u#'@AKi'<`4
(:=<('0%n)]'u7/D9`4$,
("='[<#'%(:?3e%("7
)Ws$,N"=2H:<('s$=N,}/%=N+ >Z)'[87/@AK=4<#'u"F2/:<#'$FN3}*: )W$Y#"N"=2H:<#'$=N,}/%w)]'\%G''\%(7/@A';#"$,2
$,H#'<#'%G($,2=NJOJ"'s"=<`%1I9$,%#8;7H5($,5:=$Y1Lc\‘87/<#<('0%GKi7/FI9$3=2g(7 ("'\?3'-/'?x8<(75%(%($3=2w)W"'<#'c)'[%()W$3#8`"Œ>V<#7/@
I
f - z f 0 <q> 4 k >
e
0.35
0.3
Entropy of Entanglement, E
0.25
0.2
0.15
0.1
Result from 2 E12 = E1 + E2 − E12
Approximate result from Arnesen et al.
Their plot is done for kT = 0.1
quant−ph/0009060
0.05
0
0
0.5
1
1.5
2
2.5
Magnetic field, B
3
3.5
4
4.5
X$,2/:<#' $=N,}-* b '4<#'%G1y.'$,2/".Di7/<'5#4/2/?,'@A'HJ>V7H<J("'lkkGk @A79I9'?b)W$3("%M%(K$,=%N
0.3
0.25
Entanglement of Formation, E
F
0.2
0.15
0.1
0.05
Entanglement of Formation, kB T = 0
Entanglement of Formation, kB T = 0.1
0
Entanglement of Formation, Arnesen et al.
−0.05
0
0.5
1
1.5
2
2.5
Magnetic field, B
3
3.5
4
4.5
X$32H:<#' $FN3}-
% b '4<#'%G1y.'$,2/".Di7/<J'5`42H?3'@B'5J7/>*>V7H<(@M4($,7/u>V7/<W#"'!45($3>V'<#<#7/@M42H';#$,8kGkk Šl'$,%('9|
Di'<#2B@A79I9'?T)W$Y#"k%G$3Qu%(K$3F%N
%($32H?3'#%](7E(<#$,K?3'#% & `, _6>V7/<("N' OQ "N,B84H%G'{$,%J@E:=8`"q?&4<#2/'<6>V7H<]#"'P'5(<#7/K.LA7>*'5#4/2/?,'@A'5("=4/
3$ {$&%l>V7H<l("='Z'5`42H?3'@B: '5C7>>V7H<(@M4
#$37HTNFOJ"=$,%{$,%{%G:=<(K<#$&%G$,2q%($3F8;'>V7H< OQ " ,M)'E4<#'!I9'04?,$32u)W$Y#"
K:<#'P'=%('@ED?,'%J4=Iu7/='x)7/:=?,Iu';Q9Ki'8RJ#"'x1)]7A@A'4H%G:<#'%+(7ADi''^5:=4/? N9OJ"'@A$&%G@M4
`8`"q@A$,2/"5WDF'!I9:='
(7A%(7/@A'{'<(<#7/<]$3u'^5:=4($,7/s\$=NH_;N j @A7/<#'CK?&4:F%G$,D?,'x84:=%('C#"7/:=2/"Tn.$&%+#"=4
("='{1)7Z@A'04/%(:<('0%]4H8R#:=4?,?3L
I97!=74/2/<#''J$,M("'{)4ULE';Q9Ki'8R#'IbN j %])J4/%6I9$&%#8;:=%#%G'0IA$3u%G'08R($,7/k}HN =N $)'C4/<('lI97H$3=2Z%G7H@A';("=$32Z<#4("'<
%G(<`42H'x)W"='k)'7/K9#$3@A$,S'!7
-H'<l4/8;(:=4/?T'F%G'@ZD?,'%l87/<#<('0%GKi7/FI9$3=2E#7A("'EI9'=%($31Lu@M4
#<($3QbN=OJ"'<#'%(:?3
"'<('P7/D#4$,'0Iu%("7
)l%("F4
W("='<#'x$&%l4BK<#7/D?,'@ )W$Y#"u#"''5`42H?3'@B'5J7/>*>V7H<(@M4($,7/TN
+
5 5 L 5 OJ"'k)o @B79I9'?F$&%+("'x@A7/<#'l2/''<`4?F@B79I9'?i87/5#4/$3=$32Z1%G$,2E4/=Ikkt4/%%(KF'08;$&4? 84/%('%N/ $,%I9$&%GK=?,4ULH'I
,$ '^5:=4($,7/\1}HN d_64FIA$Y`%6K"=4H%G'{I9$,4/2/<`4@ $,%%G"=7
)WB$,"=2H:<#'}/N9NWX=7/<[, @ t}^`{#"$&%+@A79I9'?iDi'?,7/25%
(7#"'1%($3=2w˜9¡=–
”;¥`¦ £¤– œ\•;£3 ¦`¦`NOJ"$&%!@A'4/=%P("F4
E4/?3?#"'%('@A79I9'?&%"=4U-H'A("'u%(4/@B'%(';!7/>( /%(K$,
=$,K5A%GL.@A@A';#<($,'%NDX7/< #" $3W:=I9'<(2H7.'%J4E^5:=4/5(:@ K="=4/%('C#<#4/=%($Y#$37Hu4
" } & H N2X7H<("' kGk
@A79I9'?5\ " ,W_W)]'!"F4U-/'!4M?&4<#2/'< \1}_W%(L5@A@A';#<(LHn#"=4
x$,%n#"'Z@A79I9'?*$,%{$,5-
4/6 <($&45l:=I:'<{87/5($,.:7/:F%
<#7#4($,7/=%+4<#7/:=IB#"'5y.4Q9$,%N"=2H:<#'% $FN3}M(x4=I>$=N,}/qP)'{%(''W#"'CK<#'%('F8;'l7/>42H4/KMDF'1)]''M#"'l1)7
?,7
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4/?3:'0%\ ("='I9'2H''<#4H8;L2_x4=Ic("'M<#'%GP>V7/<#"'M1%($32@A79I9'?NOJ"$&%P2H4/K[$&%K<#'%('50n
D:9!2H';`%!%G@M4/?3?,'<0ni>V7/<Z4/?3? I97
)W\#7a,e)W"'<('M$3ZI9$&%(4/KKi'4<`%N >W8;7H:<`%G'B)]'84\7!<#'4/?3?,L#4/?3‰[7>J4
(<#:'254Kk%G$,=8'P("$&%l@A79I9'?$,%5"F$Y#'Z%($3S'/nD:C)]'!84'4H%G$,?,Lq$,@A4/2/$,'"7
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e w
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I
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#'%{("='B?,'-H'?8;<#7H%#%($325%
4<#'%G''e$3e#"'lkGkk 84H%G'HNOJ"'%('P?3'-/'?T8<(75%(%($,2H%7988:<l4?,<('04/I9LA>V7H<C%(@A4/?3? \ "=$3('_W%GL9%G('@A%NOJ".:=%J)'
"=4U-H'x4B@A';#"79I#7AI';('08Rl$3>4E@A79I9'?T$&%J@M4/%#%G?,'%#%7/<J7/J:F%G$,2A'5#4/2/?,'@A'HW7H>"=$3('!%(L9%1#'@M%Ž9 >*)'
"=4U-H'AI$,%#8;7HH#$3.:$3($,'%P$,\("'M'5#4=2/?,'@A'5P("$&%@A'4/=%P?,'-/'?+8;<#7H%#%($325%{4/=I\"'F8;'4e@M4/%#%G?,'%#%PK"=4H%G'HN
>+8;7H:<`%G'!4%(@A7.7("z8:<#-/'ZI97.'0%l7/{2/:F4<`45(''P4@A4H%(%($,-/'!K"F4/%('/n=D=:9x4I$,%#8;7HH#$3.:7H:=%W7H'ZI97.'%C("='
7/K=KF75%G$3('HNQ&x$,-/'M("$&%)]'x84/K<#'I9$&8R("'P%(K$3u%GL9%G('@M%8;7H=%G$&I9'<('0IM"'<#'{4/?3?iD:9("='{1%($3=2Z:$,-/'<#%#4?,$31L
8;?&4/%#%(7ADi'@M4/%#%G?,'%#%N
0
−1
10 Lowest lying Eigen values
−2
−3
−4
−5
−6
−7
−8
0
0.2
0.4
0.6
0.8
Magnetic Field, B
1
1.2
1.4
X$32H:<#' $FN3}M(OJ"'A}-,E?,7
)'%G1y5?,L.$3=2E'$32H'.-
4?,:'%]>V7/<J#"'lkGkm@A79I9'? N
0
−1
10 Lowest lying Eigen values
−2
−3
−4
−5
−6
−7
−8
−9
0
0.2
0.4
0.6
0.8
Magnetic Field, B
1
1.2
1.4
X$,2/:<#' $=N,}/q
9OJ"'M}-,B?37
)'%G1y.?3L.$,2Z'$32H'.-
4?,:'%>V7H<J("'1%($3=2B@A79I9'? N
+
5
e("$&%l%('8;($,7/e)]'%G(:=I9Lq("'lkGolrc@A79I9'?N=OJ"$&%J$,%C4E@A79I9'?T)W$Y#"e("'!Š{4@A$3?3(7H$&4
!#" . . . . . . <
4
4
OJ"'J7/Ki'<`4
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(7H<#%n0)W"$,8`"E"7
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$&I9'<#'I"='<#'-_RNbOJ"'A%($32H=% vI9'"=='Z#"' j XZ' 4/=IXZ' @B79I9'?<('0%GKi'8;($,-/'?,L/Nia\'E"=4U-H'
8;7H@AK:9('0I#"'x'5(<#7/K.LM7>*'5#4/2/?,'@A'5J$3u("='{:=%(:=4/?i)J4UL4FIM("='x'5#4=2/?,'@A'5]7/>>V7H<(@M4
#$37H:=%($3=2
("='u'0^H:F4
($,7/F%EI9'<($,-/'0Ig$,f%('8R#$37HR=N z>V7/<E("$&%E>‘4@A$3?,Lg7>x%GL9%G('@M%NOJ"='u<#'%(:?3#%B4<#'u%("7
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f - z f 0 <q> 4 k >
e
$=N`,
yd$FN HN9OJ"'Z%($3S'7>("='Z%GL9%G('@A%{4<#'P("'E%(4/@B'!4/=Ie("='!K=4<(($3($,7/=$32M$&%CI7/@A'!$,("'Z%#4@A')J4ULq$,
("=$,%x%G'08R#$37HTni4/=I$,u$=N %4FI$=N.(.NF {$&%{%("7
)Wk$,"=2/:=<('O$FN3}-FN=OJ".:=%C>V7/<C("'E'5(<#7/K.Le7>6'H`42H?3'@A'5
)'{84/?,8:?&4
('{("='{'H`42H?3'@A'5]Di';1)''("='x%(K$,=%x}{4FI !4/=IM#"'x<('0%1J7>b#"'%GL9%G('@n5)W"$,?3'{>V7/<("='
'5`42H?3'@B'5J7/>*>V7H<(@M4($,7/=%)'P84?&8;:?&4
#'x("''H`42H?3'@A'5WDF'1)]''k%GK=$3\}!4=Ia9N
E
EF
1
2
3
4
5
6
Traced
Keept
Entanglement of Formation, EF
X*$,2/:=<(' $=N,}/F59OJ"'K=4<(($3($,7/=$32A:=%('Iu$,u#"$&%l4=Iq("='';Q.W1)7A%('8;($,7/=%N
Entropy of Entanglement, EE
1.5
1.4
1.3
1
1.2
0.4
0.3
0.2
0.1
0
−0.1
1.5
1.1
1
1
0.5
1.5
1.5
0.5
1
∆
0.5
Γ
1
0
0.5
Γ
0
Q[8V .
:5,B/CT@$C;Y . :5,8;:TKL>4^J>9:5
Q"<?V
0
0
∆
:5,8;:TKL>4^J>4:5(C;Y CTB,^ 8H5/PLCT:
X$32H:<#'h$FN H,
bp65`42H?3'@B'5x$,\("'%(K$,.yi}M^`>XZ' k)oOr @B79I9'?)W$Y#" %uKF4<(($&8;?,'%4FI$e(<`4/8'I\4U)4ULHN
b 7/('P#"'!I9$3hi'<('HW$,k%(84?,'%J7/u("=*' 5
y94
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.'-/'<`4?i-/'<(LA$,5('<#'%G($,2Z("$,2H%W84uDF'%(''q>V<(7H@d("'0%G'x<#'%(:?Y`%N.a\'P)W$3?,? KF7H$35W7/:9W%(7/@A'{7/>#"'@
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%(K$39y57/='e84/%('%NOJ"='e'5(<#7/K.Lg7>x'5#4/2/?,'@A'5M"=4H%E'Q4/8R#?3Lw("'k%#4@A'e^5:=4/?3$3#4($,-/'Di'"=4U-.$,7/<B$3 ("='
%(K$39yi}^HB4=Ik%(K$,.yi}XZ' @A79I9'?N j ?,%(7M#"'Z'H`42H?3'@A'5l7>>V7/<#@M4
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)'-/'<
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%(K$39yi}84H%G'0%])W"='<#'4/%J$3CI9'08;<#'4/%('%]$,u#"'!%(K$39yi}^HZ84/%('/N
+
!
OJ"$&%W@A79I9'?b$&%lI9'0%(8<($,DF'0IqD.L
5
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4 6 7
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