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> 7* !8- **@ ! D , )@. ! )@7F +> -7 + 8**7 + @*- 7F G@*7F .!85 )-.7 , @> .**) !- G7HC !-67 7* @7 @7H 7 + !- ,7H * S! 7-FS 8 G* *F 7,8 + 8 H +C + @7H @-F *P*7F !8 FE*, **@ 7 )@. 7* @- !6 >D +7.-!F .!87 !8 8*C .8 > 7* 8*- ! -6) A 86 - )*!87>* !-D **77>* @> @7 ) @ @ !87> 7 P )*!87> 8**7> + YZ[L\ T;9U ]NJ^ab[ T;#U 7* +- -7 !86H @ -*8 86 7P 8*D7 !8F ]NJ^ab[ A *78 7 7 @*- 7* )8F W 8 !=** 7* @ @-C ! -6 7* ) -F- !86 .*!86 !- G7H !88 @*-* + @*8*8 5*!! *+!85 .!85 7* YZ[L\C ! H .**@6C ) *@7)7.*7 @-F @*- 7F @*8*8 !- G7 , 7!85C !A -6)*> ! 8*-67> ?!**78C @7 C 7* -H.*8 *7) @*- 7F !@ 8 F@*C 8G* ! @*G8 !E*!8*77>* PD *-)5 ?-*8 +787> 5*!! !*>! ?7*+F Q.*8 ?==*8 7@A/ *7.A+@-R 8 +* D>- *P*7 !8 86 + @*- 7F G@*7F .!85 .**) ?-6! 77H * 7 !7 * +> YZ[L\C @=A 5 ** 8 D) C .8 D> @ -*8 86 8*D 7F !8 FE*, **@ 7 )@. -*@*8 8*886C .8 * 8 + C .8 @77F + R P )*!87 **7 7 ! 8*-67> @77> DR ) -F*8 @ !88 .7 @ D7 !86 !- G7H !88 @*-*A , ?-6! 77 , *> !E*!8-F*8 *!6 5*!! !-*G7F !A @ .**) ?8 !88C 7 8G* R P @ *78 7C **8 @ !88 .7 )8>, 78*=*,! @-F -H.*7F -6) 8*-6! @-*, -*7F 5*!! @*- A 7FC +R @ !87 ! @7> @C .8 ) -F*8 @ !88 .7 -*+ @=A 5 86 !PF86 + ! 8*8!8 ! 7*87> 7G@ -6) 8*-F D>- 8*.*7 >P*C 7 8*D - !6 @=5 86 .!86 A
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
)! !8 8 ?7*+C .*!8* +*7*8 F@*7 + ) @*,!8F !-*G7 F@*7 + !@ YZ[L\ G*8 D>86 ! -6) 7 @7 ) @ +B YnZa^n[ - g_Kb[ D* ?8 +> !A !.87> 7 @*- 7* 7- 7AF@*7 + ) @*,!8F 7* + @7> @-F @*- 7F F@ AF@*7 + ) @*,!8FC 8 * 7 7* D @ * 8 + C ! -6 7 8*D*8!F @*- 7* F@*7 + ) @*,A !8F @ !88 .7 >! ?7*+F Q@ &9 /?RC > 8*- ! -6) 86 HA-D ! **77H @*-6 F@*7 + ) @*,!8FC 8*.HEH ! A **77> *@!8-*7F 5*!! @77 , ?7*+*8.*! , D-!8 .*!8* 8 , @*- D>- >D7 @*-6 F@ AF@*7 + ) @*,!8F eY^MZ\ T::C :"U 8*8!8HE, +*7*8 F@*7 + ) @*,!8F D>)F8 ) +7 + @ ]NJ^ab[ > ! )@- +7>, 78*=*,!C ) -FHE, ! -6) 86 eY^MZ\ .*!8* +*7*8 F@*7 + ) @*,!8F @-F D-!8 >! ?7*A +, @*- 7 F@*7 + !@ YZ[L\ eY^MZ\ 7* *7A ?7*+F 7G* I9 ?o7- 7C ?8 78*=*,!7>, @-6 !A -6)*8 YnZa^n[ ?7*+ 7-*8HE*, .!85> p I9 ?o7- 7 eY^MZ\ !8-67> !-.F / F@ ! -6) 7F +*7*8 F@*7 A + ) @*,!8F @*- 7 F@*7 + !@ --H!8 7
1# !2- 0 +- 0,+ -2 , - 0
7 ! #; -*@*8 8*886C .8 YnZa^n[ 7*@*87 !>*8 ) A @*,!8* F@* 8FG*-**C .* A.!85> @7 8* F@ ! ?7*+*, *7** I9 ?o7- 7 7* D)H8!F 7P !.*8 ! -6) 7 *-A !8.7> 5,C -FHE 5*!! =+*785 F@* eY^MZ\ * eY^MZ\ ! !8 *8 ]NJ^ab[ -H.*7> @+* +*7*8 > F@ AF@*7 + ) @*,!8FB qZLK^C ncrfC ^sOa__C crfMZ\ )@7A 7>, 78*=*,! eY^MZ\ < YZ[L\ ) -F*8 7 87 !8*-67 -*+ **,A 8 ! -6) 7H -HD + ) ?8 +*7*8 F@*7 + ) @*,!8F ! )@77 +7 -*!* * )*7> +*7*8 F@*7 + ) @*,!8FC 7* D @ D>- )A *786 ! -6)*>* YZ[L\ !5 !*.*7, F@*7 + ) A @*,!8F ?7*+FC *>PHE I9 ?o7- 7 > 7* +- )F86 !5C ! -6)*>* ]NJ^ab[C ! -6 7 !.87> 8 -6 7 -*+* P*7 8 LC NC [t -F ?8 , 5*- D>- *@*7 !7*A 7* @ !87> 7 7*!-67> Q8 *!86 + @7> @-F P , D-!8 ?7*+, )-.7> !! 7-*8HE*, .!85> P*7R !5, !*.*7, F@*7 + ) @*,!8F ! ##Q < +R )7> )-.7>* !5 !*.*7, F@*7 + ) @*,!8FB
&R eY^MZ\ ) *8 ]NJ^ab[C ;R Mum9 A @*-6 G*!8 , !=*> T:(UC #R Mum& A @*-6 F+ , !=*> ! !! , !5*, F@*7 , - 8A 7 !8 T:$UC :R Mum; A @*-6 F+ , !=*> ! * a !5*, F@*7 , - 87 A !8 T:$UC @-F )-.7> ?7*+, !! 7-*8HE*, .!85> )! !8 8 !!> P*7 > >D- !5H Mum;C 8 F -.P* @+ ! +-!A *8!F ! !*.*7F eY^MZ\ @-F -*+ P*7*,
σ 3 / 3
σ 3 / 4
45
4/5
3.5
2.5
3 2 2.5 1.5
2
1
1.5 Atarg
0.5 0 σ 3 / 4
1
50 100 150 200
Atarg 0
σ 3 / 6
4-5
3.5
50 100 150 200
4+5
5
3 4 2.5 3
2 1.5
2
1
Atarg 0
Atarg
1
50 100 150 200
0
50 100 150 200
2 6 !! 6 0 0,70,+ -2 , - 0 - 2-
8 ,0 2 6# + !- 9" 6 :; 453 1 4/53 ( 4-5 .!-F*8!F 7 7*7 *7 , !*8* @ -* 8 .7 , ?7*A + QC RC @) 7* 8 C )!FE*, 8 )@77 + 7G7*+ ?7*A +*8.*! + + @*- 7F ?-*8 +787> 5*!! C @ & *8 >D*8!F 8 D) C .8 D> D*!*.86 8 .7 !86 78* -F5 *GA @ )- F@ @*!F8> @ -*, 5*78 .7 !86 78*+ 7F >.!-*7 78*+-67> !*.*7, ! !8-F*8 *-.7 8 + G* F@
@-67*,P*C @*- 7 ?-*8 +787> 5*!! 7* A 8 , *G8 .7 , ?7*+ 7G7>* =75 >.!-FH8!F 78* -F5A *, ! 8*8!8HE 8D-5 *)-688> !.*8 =75,
C E ! )@77> 5*@ *@!8-*7> 7 ! #"QC DR 78*+-67>* !*.*7F @F8!F Sb(v)
Sp(u)
45
1
0.8
0.8
0.6
0.6
7 7 7 7 7 7 7
0.4
0.2
0
0
4/5
1
0.25
0.5
MG MG
MG FG FG
FG G
0.75 v 1
7 7 7 7 7 7 7
0.4
0.2
0
0
0.2
MG MG
MG FG FG
FG G
0.4
u
N !, 0 , - 6 + ,0 !
- 2+ 27 6 0 7 45 /2- 0 ! 7 4/53 -6 ! J K +, ,0 - ! 2 6 + !- 6 6
7 ! #: PD 78* -F5 5*7-!6 !-*@HE D) B @-F )-.7> *G8 .7> ?7*+, !*.*7F >.!-F-!6 @F ! ! D < 78* -FA 5*, !8 *77> 8D-5 F> >.!-*7* !*.*7F @-F @77 , ?7*+ = - +@- ! #(QC DR @8!F !*@*-*7* PD 78* -F5C -.*77> 8 D) @-F &999 8 .*C !*A @*-*77> 7 *7 D-!8 *.7> ?7*+, 8 &99 ? @ & /? D-!8 @ -*, 8 .7 , ?7*+ 8 9 @ & *@7*@8.7F PD !*@*-*7H ! !8- @-F D 5*!! !-67F PDA
N(ε)
N(ε)
10 3
45
10 3
10 2
10 2
10
10
1
1 -0.02 -0.01
0
0.01 0.02 -0.02-0.01 ε
4/5
0
0.01 0.02 ε
!, 8 / !0 ! -6 6 !
- 7 2+ 26 0 7 45 /2- 0 ! 7 4/5 .8 / -6 0 ,0
63 - !,# - /
MG * G ! !- 6 + * ! , - 6 +
B @-F 8 )7 + )-.*7F @-F 5*!! D) 7F ) !7*7F !*.*7, +@- !*.*7, YZ[L\ D>- >D7> 8 . ** @ Q?7*+F 8 , !*.*7F !87 F8!F @ !88 .7 D-)R 8 !*.*7, +@- !*.*7F YZ[L\ /** @ 7 !*.*7F YZ[L\ !E*A !8-F*8!F ?7*+ 7G* ;" ? @-F 5*!! 8 )7 + )-.*7F &99 ? @-F 5*!! D) 7F ! #$ *@*7> !*@7* !@7>* >* -7*, 8 *.7 A + ?-*8 7 = 8 7 ! ?7*+*, & ? !75*C -.*77>* ! E6H !77 , >P* +>C 7- +.7>* @77>* ) D 8 T:%C "9C "&U )-.F !*@7* 7* *>PH8 (v D-!8 >! ?7*+, > *- !7*7* ! *)-688 ! @7A 7> D 8 T";C "#U ! #I *@!8-*7> !*@7* !@7>* >*
Ne(E > Emin)
Ne(E > Emin) 45
4/5
1
1
-1
-1
10
0
10
2.5
5
7.5
10
0
O3
2.5
5
7.5
10
O3
1, , - - - 45 J 4/5 + MG =8 @ -, * 8 6 @ + 6 !7 + ! @ - 0 , KG - - @ -, * + 6 , / P 3 3 Q
!75* 8 *.7 + = 8 7 ! ?7*+*, &9C &99 &999 ? G7, ?7*A +*8.*!, + @*- 7F ! !8-F- *-.7 G7 8*886 @ !88 .7 P** ! +-!* *)-688 Q !*@7* *@*- &9vR D 8* T":U ?!**78-67 ).- !6 8**7 * )8* ?-*8 A +787> !@ ?-6! 77> * )-.7> 8 *> DA -.-!6 ?-*8 77> . ! ?7*+*, "9C &99 #99 ?C -.*>A 7 ! 8*-* gL[_ ! #% )7 !7*7* !*@7 !@7> >C *@!8-*77> T":U -.*77> E 7P*, +> @*- 7F /*@!8-*7> !@7>* >* + )-.7> @A ! Q;"C "9 &99 R @-F ?-6! 77> * @ 8 Q[ < @*7@586 9" ! !75 > -!87C )@*-*77> -*7 F@*7 , ?-6!X O < @A @586 .*8>* 9;" ! !75 >* -!87>C )@*-*77>* -*7 F@*7 , ?-6!R ?7*+ ?-*8 7 < #99 ? / !8 *7 >C .A
Ne(E > Emin) 10 2
10
1
-1
10
0
5
10
15
20
25
30
35
40
O3 1, , - - - J + FG * @ 3
FG * -, G * + R @ !+ ! @ - 0 , ¿¼ =8 26 * 8 63 ! * , / P3 Q
8>-!6 8 -6 ?-*8 77>* 8*C 8- 7FHE*!F 8 7-*7F . 7* D -**C .* 7 *)-688> !.*8 7 @F8!F P* ! +-! ! ?!**78-67> @77>B )-.F !*@7* 7* *>PH8 Iv #/ 6 ! 4
D>- 8*.*7 >P*C 8 8 + C F 7= 5F D@*8 ! 7*7 *A )-688* @*- 7F G@*7F .!85 .**) *C )!8 + )A @.C @-F *P*7F 8 > 7 D@*8 *7C 8G* *!!>C 8 >* 8*DH8!F @-F ** 7*7F ! @F ) *HE!F *!! C > >DA - @-F ! 7*7F 8H 7= 5HC 8 F ) -- D> 7 *P86 )@. *@*-*7F ?==*87 !8 *+!85 .!85 ** !A -67>, + D-) 7*, )@. *)-688 D 8> +> F-F*8!F D7 !!!8*77> ! D>8,
Ne(r < r0)
Ne(r < r0)
45
4/5
10
10
1
1
-1
-1
10
10
-2
-2
10
0
10 2
4
6
0
O3 ST
2
4
6
O3 ST
1, , - - +# 2 6# , - 43
5 +
MG - # # ! L 45 ) 4/5 =87 @ * , / PQ ,0 -#+ 0 ,-# ! 3 ! @ * - -3 ,0 @+ 0 1!8 8 #- - * - -9" , 8 # 6-
-F G@ + ! D>8F D7* ! 7F*8!F R ' (X DR ' ( ) X R ' ( ' ( -H.*8 !*DF *8> *.7 , .!85> Q8C 7.-67>* @78> )7.*7F 7*78 -6! *.7 , .A !85>RC 8G* @ ! D>8FC ) -FHE, *@*-86C ) P- - )A @*,!8* ** *' ( ) -H.*8 !*DF *8> 8 .7> .!85C @P!F F@*7> ) @*,!8F ** .*!8* ' ( ! 7FH8!F @78> )FG*77> .!85 !* 78**!HE 7! QD@* 7)>86 .!88*-67>R !- A F *> / ?8 C @-F 8 + C .8 D> *76P86 DV* 7> @77>C ! 7FH8!F 8 -6 @78> .!85C ?7*+F 8 > 7* *7** C !A - G*77> *@*- + @! ! 5*78 8 .* G@*7F
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
#1 &
'()*+, 00-
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
8 .7>, .*8 !88> @-*, *>X S!*@7*7*S 8* *7 @-*, *> Q*.7>,C P*77>,C
!*,!*RX S!*@7*7*S 8G* @-F *7*+ - *8 Ne
Ne
600 500
45
400
4/5
300 100 90 80 70
200
60
100 90 80 70 60 50
50 40 30
40 30
20 20 4
4.5
5
5.5
6
8
O3
10
12
O3
1, , - - @ $%&'()U J7 + FG3 !,9"+ - 45 !, + 4/5 V@ * 6 6 - 3 + * W , W -# 6 , 6 -#+ 3 -, * W , W @ ,0 -#+
@7 C .8 S!*@7*7*S *7*+ - *8 @8 !E*!8*77 A )*7*7H = > !@7 , , 7G7* - *8* *>C 8 *FC S!*@7*7*S *7*, .!8 *> Q@ 7.- *7*+ - A *8R 7* @8 D -6P !G*7F 38 G7 DVF!786 !*5=A .*! , !88 , *7*+ - *8C +@* & !- !75 )@*-*7> D -6P < I )) C ) -7*77> *E*!8 - , - 87 !8 C .8 )8* !@ 8 , !-67 7* @7 @7 , !*@* !E*!8*77 !A G*8!F
D) C 7 P- !6 ! -6) 86 8 .7H !88 *7*+ 7G7*+ - *8 S !*@7*7*S *7 8* @-*, 7* @8 !E*!8*77 ! *7H !.*8 C ! -6 !7 7 * )8* !@ ! @8 7G7*, .!8 *>
! #&& *@*7 !7*7* !*@7 !@7> > + )A -.7> @! 8 *8-67 @HE*+ 7 * 8 7 ! ?7*+*, &
? 8* 7G7 .!8F 7G7*+ - *8 Q+@* ! @8 *+!8A 5F ! D>8,R !@7>* >* !8 *7> )-.7> ?7*+*8.*! + !-*G7F .!85 < B &99 ?C & ?C &9 ? . )A @*,!8F 8 7 7 @8!F * * + !- F *> @7 C .8 A 7G*7* + 7G* & ? 7* @8 )*87 )*7*7H !@7 , , D) C 7P !.*8 !-*G7* .!85 ** ! @8 @ 8* C ?7*+F 7* !87*8 7G* w & ?
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
Ne(E > εlim, r < r0)
Ne(E > εlim, r < r0) r0 = 25 µ
r0 = 50 µ
1
10
-1
20
20.25
20.5
20.75
21
Ne(E > εlim, r < r0) 10
r0 = 100 µ
z, cm 20 20.25 20.5 Ne(E > εlim, r < r0) 60 50
20.75
21
z, cm
r0 = 300 µ
40 30 20
1 10 9 8 20
20.25
20.5
20.75
21
Ne(E > εlim, r < r0)
z, cm 20 20.25 20.5 Ne(E > εlim, r < r0)
r0 = 500 µ
100 90 80 70 60 50
20.75
21
z, cm
r0 = 1.5 mm
40 30
10 2
20 20
20.25
20.5
20.75
21
z, cm
20
20.25
20.5
20.75
21
z, cm
1, , - ¼ - +# 2 6# , ¼ - !,9"+ ! + FG - # @ # 6 0# @+ $%&'()U V - ! ! # 26 0# @+ 7 + 6 + !+
G 7 @ 3 KG 7 -,3 KG 7 +
N(ΣEγ)
N(ΣEγ)
25
25 fixed thr X
E
KG
E
20
20
15
15
10
10
5
5
0
fixed thr =
500 MeV
0
0
2
4
N(ΣEγ)
ΣEγ3 FG 0 N(ΣEγ)
25
2
4
ΣEγ3 FG
25 fixed thr X
E
fixed thr X
MG
E
20
20
15
15
10
10
5
5
0
MG
0 0
2
4
!, !
ΣEγ3 FG
0
2
4
ΣEγ3 FG
! 2 6# 26 0# !+
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D) C @-F 8 + C .8 D> *@*-86 ?==*87 !86 *+!85 .!85 ** *86 ) G7 !86 *!8 * = 8 *8.*! + *8 @ *@*-*7F ?7*+ *.7 , .!85>C 7* D @ D>- ! )@86 5*@ DD 8 D7 !!!8*77> ! D>8,C ! ) @FEH ?!A **78-67H 5*@ *@*-*7F 8*7*7, !- F *78+*7 ! , -*7
-F G@ + ! D>8F G@ + .!88*-67 + !- F ! )@77F 5*A @ DD 8 -H.*8 # !7 7> ?8B &R ( /*>, ?8 ** @ 8 *HE!F D7* @77> @78 )FG*77> .!85 8*7*7HC *+!8* = 8 *8 !- * *78+*7 ! , -*7C )-H.*8!F !-*@HE* @87 * -* ! !8 7 , 5*78 8 .* A G@*7F @ -G*7F 8* *.7 , .!85> .**) !!8*>, !- , @*-8!F 7 F.*, )* G@ , F.*,* >.!-F*8!F - 87 !86 )FG*77> .!85 ! -6) -!6 !-*@HEF !F)6 - 87 A !8 )FG*77> .!885 8.*! + 8*7*7FC F-FHEF!F !A
5*, @77> -D .7 + ?!**78 7 ! 8*-* T""UB
Q#;R
@*!6 C ! / ! -6 G@F *78+*7 !F -*7 -H.*8 !*DF @ !- F *78+*A 7 ! , ?-6! Q7 *7*, 7G7*, !8 7RC 8 - -67 * 8*7*7* @-F 8 , -*7 >.!-F- !6 !-*@HE D) B Q##R +@*
Q#:R
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
1# , - 0 !
-6 0 ! 0 - +- !
@78> 5*78 8FG*!8 F87 + - *+ *785 Q! ! #RB
!"! )@*!6
< @78> 5*78C < )7.*7* 8*7*7F @-F #A , F.*, 8A 5>C < .!- F.** 85>
38 )7.*7F ! -6)H8!F .*!8* 7.-67 + D-G*7F @-F - A G*7F *785 @*- @=+> = 8 *8 -** *8 @ !! @78 *@*-F*8!F 8 * - G*7* *785F @*- @=+A >C .8 D> 8*7*7*C >.!-*77 * ** *@*-C D>- !-67 ! #&: @8!F * 85> - -67> 8*7*7, *)-688 )5 7 7F @*- @=+> 7 7*,
2.5 2 1.5 1 0.5 0 0.04 0.02 0 -0.02 -0.04
0 -0.04-0.02
0.02 0.04
# ! 2 !2 - 0 , 7 J+ 1- -, 06 3 #,0" 0 - !,# , , J+ J
/ !-* ?8 + C ! -6)F -.*77>* @78> 5*78 +- *785 @*- @=+> = 8 *8C 7 85* - -67> 8*7*7, >.!-FA *8!F 7.8*-67 * )7.*7* 8*7*7FB
$%
)@*!6 < .!- F.** 85> - -67> 8*7*7,C @HE *A @*-> @*- @=+> = 8 *8X < )7.*7F - -67 + 8*7*7F ?8 F.*, *)-688* 8 , DD 8 -.*8!F D7 @77>C ! @*GE, )7.*A 7F 8*7*7, @-F !* 7* D @> !- * *78+*7 ! , -*7C ! 8*8A !8HE, *HE*!F D7 !!!8*77> ! D>8, @-67*,P* @77>, D7 8*7*7, G*8 ! -6) 86!F @-F >.!-*7F ?==*87 !8 *A
+!85 .!85 ** * = 8 *8.*! + *8 @ *@*-*7F ?7*+
/ '()*+, 001 * @H8 *.7>* .!85> @8> ) @*,!8F 8 -E* !88 .7 , 8 !=*> 7@ * ,C 8 F !-.* ?!**78 JKLMNO ! !8-F*8 &9 +! 37*+*8.*!* !*8> +- >* !*@*A -*7F .!85 7 ?8 , +-D7* 8 !=** !!-*@ -!6 D 8* T"(U > ! -6)* *)-688> ?8 , D 8> @-F )@7F -67> 8*!8 .!85C @HE 7 *C @*- 7 D) C )@*!6 ?=A =*87 !86 *+!85 D@*8 !!886!F 8 -6 8*!8 !G*7F 4; 8 .!85 DE* !-.* G7 ).86 )! !86 ?==*87 !8 *+!85 .!85 8 7 G*!8 *8 C -H.HE *8> *.7 , .!85>C 8 )-.7>* 8 .7>* 8*!8C 7*C 8*C +-D7 ) @*,!8F *.7 , .!85> **C .!86 ?7*+ *.A 7 , .!85>C **@77F ?-*8 +787H Q R - )FG*77H QR 7*78> -7F 8*C @7 C *!8*!8*77 !!886 )!A !86 ?==*87 !8 8 )*F*> ?!**78* *8 7P* !-.*C .*!8* 8 *8 G7 >@*-86C 7*C !-*@HE, 7D Q! :&RB < .!86 ?7*+ *.7 , .!85>C **@77F ?-*A 8 +787H 7*78C & < )*787>, )8-67>, +-> 8*8 *.7 , .!85>C QxC `R < @78> 8* *.7 , .!85> + ) 7A 8-67 , - ! !8 Q @77 !-.* - ! !8 7G7*+ !- F *>RC ' <
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I20 ! -0
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( ) + ) )
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3 455 ! % " % +,-./0 112 !
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F/ /-
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/ E 5*@> DD 8 D7 !!!8*77> ! D>8,C !7A 7 , ##C D>- -.*7> ! 8*8!8HE* D7 8*7*7, 8* 7G7 !- F *78+*7 ! , -*7 7G7*+ - *8 *>
**6C *7FF D7 8*7*7, ?!**78-67>, 8*, 8D A
! D>8,C )-H.HE,!F 8 C .8 ! D>8* 7*8!FC *!- 8*7*A 7* 7* *7** .* @ !- F *78+*7 ! , -*7 *>P*8 + * )7.*7* C G7 -.86 )! !86 ?==*87 !8 *+!8A 5 8 ?7+*+ *.7 , .!85> * 8 + C @-F 8 + C .8 D> *!8 !7*7* ! @77> D 8> T;%UC 8D * ! D>8, ! -6) -!F @ -78*-67>, 8*, 8D!>A -!6 ! D>8F 8 > !!8 F7* 8 8 . ) @*,!8F *.7 , .A !85> ** @ > @ ) *> D>- *76P* : * @-F *.7> 8 7 F@* +*-FC ; * @-F F@* G*-*) ! :# *@!8-*7> *)-688> !.*8 ?==*87 !8 *+!85 8 7 C F@* +*-F G*-*) ?-6! 77 , ** ?!**78 JKLMNO &%%( + @ ! :: )7 ?==*87 !86 *+!85 P*77> Q)A @*,!8* *.7 , .!85> *.7 - P*77 @-* *>R - *8.*! Q) @*,!8* *.7 , .!85> *7* - 7GA 7* - *8* *>R 8 77> ! D>8, ! :"C :(C :$ !7H8!FC ! 8*8!8*77 C ?==*87 !8 *+A !85 8 7 C F@* +*-F G*-*) ?-6! 77 , ** ?!**78 JKLMNO &%%( + @C -.*77>* 7 !7 7 7P !.*8 < )P*77>* 8*+ -67 *)-688> !.*8 F 7! --*+C *8 @ C !77> &; < !8>* G !7 QR ) DG*7 ?==*87 !86 *+!8A 5 !* ! D>8,C QDR < - *8.*! ! D>8, Q 8 > 8 . )A @*,!8F *.7 , .!85> ** 7 @8!F 7G* P*77 + D- R G7 8*886 P** ! +-!* D-!8 -8 @-F 8 7 F@* +*-FB )-.F @-F -7 , ?==*87 !8 < $v &&v ! 8*8!8*77 C @-F ?==*87 !8 *+!85 - *8.*! ! D>8, < &;v $v )-A .F ?==*87 !8 *+!85 F@* G*-*) D-!8 -8 ! !8-FH8 (:v ;%v @-F -7 , ?==*87 !8 ?==*87 !8 *+!85 - A *8.*! ! D>8, ! 8*8!8*77
-F 8 + C .8 D> 7F86 .7> !E*!8*77 , )75> Q@G* D-!8 -8 R ?==*87 !8 *+!85 F@* G*-*)C -.*77 , )7> *8 A @C D>- *@*7 !7*7* 7* 8 > 8*!8 ! -6)*> A @*-*, F@*7 + ) @*,!8F QeY^MZ\ gJa\aNgRC *)-688> 8 + *@*7> - G*7 ) *@*77 + !7*7F !-*@*8C .8 DVF!786 -.*77>, *)-688 )-.* @*-*, F@*7 + ) @*,!8F 7*-6)F -*@ 8*-67 C )75 ?==*87 !8 *+!85 F@* G*-*) !F)7
εtotal 45
-1
10
-2
10
1
εcalorimeter
2
10
10
3
4
10
10
E0 3FG
0.1 0.09 0.08 0.07 0.06
4/5
0.05 0.04 0.03
0.02
0.01 1
2
10
10
3
4
10
10
E0 3FG YJJ - + !- - $%&'()U 3 -6 0 - 7 2 , - 0 * ! @ ! ! !- 6 + * 28 @
εtotal 1
-1
10
-2
10
-1
10
1
2
10
10
3
10 E0 3FG[
YJJ - + !- * @ 3 0, + 0 * -, @2 * + - $%&'()U
εtarget, εcalorimeter
-1
10
-2
10
2
10
10
3
10 E0 3FG
YJJ - + 8# * 28 @ 7 6 # * ! @ !# /
εtotal 45
-1
10
-2
10
1
εcalorimeter
2
10
10
3
4
10
10
E0 3FG
0.1 0.09 0.08 0.07 0.06
4/5
0.05 0.04 0.03
0.02
0.01 1
2
10
10
3
4
10
10
E0 3FG YJJ - + !- - $%&'()U 3 !6 7 - 8 # 6- * 28 + , 0! # 6- * ! @ 45 * !0 JJ - 3 4/5 * JJ - + 67
# /
εtotal 45
1
-1
10
-2
10
10
εcalorimeter
2
10
3
4
10
10
E0 3FG 4/5
1
-1
10
-2
10
-3
10
10
2
10
3
4
10
10
E0 3FG YJJ - + 0, + 0 - $%&'()U ./26 0 7 @3 !,,"
εtotal 45
1
-1
10
-2
10
10
εcalorimeter
2
3
10
10
4
10
E0 3FG
1
4/5
-1
10
-2
10
10
2
3
10
10
4
10
E0 3FG YJJ - + 0, @2 - $%&'()U ./26 0 @3 !,,"
! )-.F *8 @ @*- 7F !@ **
D) C G7 8*886 8!8!8* )! !8 5*7 ?==*A 87 !8 *+!85 8 7 F@* +*-F ?-6! 77 , * , ?!*A *78 JKLMNO &%%( + @ 8 @*- F@*7 + ) @*,!8F @*8-*, !.*8 ?-*8 77 A= 8 77> !@ C 8G* !E*!8*77 * -F7* )A -., *8 @ @*- 7F F@*7> !@ ** 7 5*7 ?=A =*87 !8 *+!85 F@* G*-*) ?-6! 77 , * , ?!**78 JKLMNO &%%( + @
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@ - 7) ?7*+.7> ! D>8,C 8* !> @7F ?7*+*8.*!, + !87 !8F!6 D 886 D-!8 -8 , ?==*87 !8 *A +!85 -F ?8 + C 7*C @F8 @ -78*-67>* 8* 8D 7 7.-67 , !8@ ! !-*G7F ?!**78-67> ! D>8, ?!**78* JKLMNO !8H8 !-*@HE D) 3!**7A 8-67>* ! D>8F 8DH8!F !-*GH8!F *78+*7 ! -*7 7G7*+ - *8 *>C = 8 *8H8!FC !-* .*+ @8!F 5*7 ?7*+ Q8 .7** R -** DD8>H8!F 8 -6 8* ! D>8FC 5*7*7F ?7*+F 8 > *>P*8 7* 8 * + * )7.*7* -F A * ?!**78 JKLMNO &%%( + @ ! -6)*8!F + * )7.*7* ; \zq
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