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QCD	
  mul(-­‐jet	
  calcula(on	
  	
  
on	
  MadGraph	
  
Yoshitaro	
  Takaesu	
  (Sokendai)	
  
In	
  collabora7on	
  with	
  K.	
  Hagiwara	
  (KEK)	
  	
  
May	
  10,	
  2011	
   1	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
What	
  is	
  MadGraph?	
  
テキ
2	
  
Automa7c	
  Amplitude	
  Generator	
  
Input	
  
Output	
  
Model	
  +	
  process	
  
Diagram	
   HELAS	
  Code	
  
MG	
  
May	
  10,	
  2011	
   2	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
MG	
  is	
  very	
  useful	
  and	
  popular	
  	
  
May	
  10,	
  2011	
   Y.Takaesu	
  -­‐	
  PHENO	
  2011	
   3	
  
BUT	
  …	
  	
  
Current	
  Limits	
  of	
  MG	
  
Generated	
  Codes	
  >	
  8MB	
  cannot	
  be	
  compiled.	
  	
  
8	
  MB	
  
10
0
10
1
10
2
10
3
104
105
2 3 4 5 6
log10
FileSize(KB)
# of Final State Particles
gg > ng
ug > ug ng
uu > uu ng
gg → 5g
qg → q5g
qq → qq4g
May	
  10,	
  2011	
   4	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
The	
  file	
  size	
  of	
  codes	
  for	
  QCD	
  processes	
  
What	
  makes	
  the	
  codes	
  to	
  be	
  
LARGE	
  ?	
  
May	
  10,	
  2011	
   Y.Takaesu	
  -­‐	
  PHENO	
  2011	
   5	
  
The	
  structure	
  of	
  the	
  code	
  
May	
  10,	
  2011	
   6	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
Color	
  Matrix	
  
Dual	
  Amp.	
  
M =

i
CiAi
Color	
  Factor	
   dual	
  amp.	
  
ex) Tr[Ta
Tb
Tc
Td
]
The	
  size	
  of	
  Color	
  Matrix	
  	
  and	
  	
  
Dual	
  Amps	
  get	
  Large	
  	
  
as	
  #	
  of	
  final	
  par7cles	
  grows.	
  

color
|M|2
=

ij
Ai(

color
CiC∗
j )A∗
j
 Overcome	
  the	
  limit	
  
May	
  10,	
  2011	
   7	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
Dual	
  Amp.	
  
Color	
  Matrix	
  
 Overcome	
  the	
  limit	
  
May	
  10,	
  2011	
   8	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
Dual	
  Amp.	
  
Remove	
  Color	
  Matrix	
  	
  
Calculate	
  it	
  on	
  the	
  fly	
  	
  
 Overcome	
  the	
  limit	
  
May	
  10,	
  2011	
   9	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
Divide	
  the	
  subrou7ne	
  	
  
part	
  into	
  small	
  pieces	
  
	
  (1	
  Source	
  file	
  for	
  1	
  Dual	
  Amp)	
  	
  	
  
Remove	
  Color	
  Matrix	
  	
  
Calculate	
  it	
  on	
  the	
  fly	
  	
  
 Overcome	
  the	
  limit	
  
May	
  10,	
  2011	
   10	
  Y.Takaesu	
  -­‐	
  PHENO	
  2011	
  
Divide	
  the	
  subrou7ne	
  	
  
part	
  into	
  small	
  pieces	
  
	
  (1	
  Source	
  file	
  for	
  1	
  Dual	
  Amp)	
  	
  	
  
Remove	
  Color	
  Matrix	
  	
  
Calculate	
  it	
  on	
  the	
  fly	
  	
  
Compile	
  those	
  files	
  
Making	
  the	
  new	
  Code	
  
•  Modified	
  MG	
  to	
  generate	
  small	
  codes	
  for	
  each	
  
Dual	
  Amp.	
  	
  	
  	
  
•  Implemented	
  the	
  subrou7ne	
  which	
  calculate	
  the	
  
color	
  matrix	
  from	
  the	
  informa7on	
  of	
  Dual	
  Amps	
  
•  Evaluated	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  by	
  using	
  those	
  codes	
  and	
  
	
  the	
  subrou7ne	
  	
  
May	
  10,	
  2011	
   Y.Takaesu	
  -­‐	
  PHENO	
  2011	
   11	
  

color
|M|2
May	
  10,	
  2011	
   Y.Takaesu	
  -­‐	
  PHENO	
  2011	
   12	
  
Example:	
  	
  gg	
  -­‐	
  ng	
  
Codes	
  can	
  be	
  compiled	
  
and	
  evaluated.	
  
Run7me	
  of	
  the	
  Code	
  
Preliminary	
  
0.01
0.1
1
10
100
1000
10000
100000
2 3 4 5 6 7
log10
RunTime(s)
# of Final State Particles
gg  ng
gg → 5g
gg → 6g
gg → 7g (	
  OK	
  	
  but	
  slow..)	
  
Conclusion	
  
•  	
  Generated	
  Codes	
  by	
  MG	
  for	
  mul7-­‐parton	
  QCD	
  
process	
  cannot	
  be	
  compiled	
  for	
  	
  5	
  final	
  states	
  
processes.	
  
•  	
  Proposed	
  a	
  way	
  to	
  overcome	
  the	
  limita7on	
  by	
  
dividing	
  and	
  reducing	
  a	
  code	
  into	
  small	
  files.	
  
•  	
  Calculated	
  mul7-­‐gluon	
  processes	
  (	
  5g)	
  	
  	
  	
  	
  
May	
  10,	
  2011	
   Y.	
  Takaesu	
  -­‐	
  Recursive	
  rela7ons	
  in	
  MG	
   13	
  
Future	
  works	
  
May	
  10,	
  2011	
   Y.	
  Takaesu	
  -­‐	
  Recursive	
  rela7ons	
  in	
  MG	
   14	
  
•  Apply	
  our	
  method	
  to	
  processes	
  with	
  quarks:	
  	
  
	
  	
  	
  	
  qg	
  	
  q	
  ng,	
  	
  qq	
  	
  	
  qq	
  ng	
  
•  Phase	
  space	
  integra7on	
  and	
  event	
  genera7on	
  
•  Speed	
  up	
  by	
  using	
  GPU	
  
May	
  10,	
  2011	
   Y.	
  Takaesu	
  -­‐	
  Recursive	
  rela7ons	
  in	
  MG	
   15	
  

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QCD multi-jet calculation on MadGraph

  • 1. QCD  mul(-­‐jet  calcula(on     on  MadGraph   Yoshitaro  Takaesu  (Sokendai)   In  collabora7on  with  K.  Hagiwara  (KEK)     May  10,  2011   1  Y.Takaesu  -­‐  PHENO  2011  
  • 2. What  is  MadGraph?   テキ 2   Automa7c  Amplitude  Generator   Input   Output   Model  +  process   Diagram   HELAS  Code   MG   May  10,  2011   2  Y.Takaesu  -­‐  PHENO  2011  
  • 3. MG  is  very  useful  and  popular     May  10,  2011   Y.Takaesu  -­‐  PHENO  2011   3   BUT  …    
  • 4. Current  Limits  of  MG   Generated  Codes  >  8MB  cannot  be  compiled.     8  MB   10 0 10 1 10 2 10 3 104 105 2 3 4 5 6 log10 FileSize(KB) # of Final State Particles gg > ng ug > ug ng uu > uu ng gg → 5g qg → q5g qq → qq4g May  10,  2011   4  Y.Takaesu  -­‐  PHENO  2011   The  file  size  of  codes  for  QCD  processes  
  • 5. What  makes  the  codes  to  be   LARGE  ?   May  10,  2011   Y.Takaesu  -­‐  PHENO  2011   5  
  • 6. The  structure  of  the  code   May  10,  2011   6  Y.Takaesu  -­‐  PHENO  2011   Color  Matrix   Dual  Amp.   M = i CiAi Color  Factor   dual  amp.   ex) Tr[Ta Tb Tc Td ] The  size  of  Color  Matrix    and     Dual  Amps  get  Large     as  #  of  final  par7cles  grows.   color |M|2 = ij Ai( color CiC∗ j )A∗ j
  • 7.  Overcome  the  limit   May  10,  2011   7  Y.Takaesu  -­‐  PHENO  2011   Dual  Amp.   Color  Matrix  
  • 8.  Overcome  the  limit   May  10,  2011   8  Y.Takaesu  -­‐  PHENO  2011   Dual  Amp.   Remove  Color  Matrix     Calculate  it  on  the  fly    
  • 9.  Overcome  the  limit   May  10,  2011   9  Y.Takaesu  -­‐  PHENO  2011   Divide  the  subrou7ne     part  into  small  pieces    (1  Source  file  for  1  Dual  Amp)       Remove  Color  Matrix     Calculate  it  on  the  fly    
  • 10.  Overcome  the  limit   May  10,  2011   10  Y.Takaesu  -­‐  PHENO  2011   Divide  the  subrou7ne     part  into  small  pieces    (1  Source  file  for  1  Dual  Amp)       Remove  Color  Matrix     Calculate  it  on  the  fly     Compile  those  files  
  • 11. Making  the  new  Code   •  Modified  MG  to  generate  small  codes  for  each   Dual  Amp.         •  Implemented  the  subrou7ne  which  calculate  the   color  matrix  from  the  informa7on  of  Dual  Amps   •  Evaluated                                      by  using  those  codes  and    the  subrou7ne     May  10,  2011   Y.Takaesu  -­‐  PHENO  2011   11   color |M|2
  • 12. May  10,  2011   Y.Takaesu  -­‐  PHENO  2011   12   Example:    gg  -­‐  ng   Codes  can  be  compiled   and  evaluated.   Run7me  of  the  Code   Preliminary   0.01 0.1 1 10 100 1000 10000 100000 2 3 4 5 6 7 log10 RunTime(s) # of Final State Particles gg ng gg → 5g gg → 6g gg → 7g (  OK    but  slow..)  
  • 13. Conclusion   •   Generated  Codes  by  MG  for  mul7-­‐parton  QCD   process  cannot  be  compiled  for    5  final  states   processes.   •   Proposed  a  way  to  overcome  the  limita7on  by   dividing  and  reducing  a  code  into  small  files.   •   Calculated  mul7-­‐gluon  processes  (  5g)           May  10,  2011   Y.  Takaesu  -­‐  Recursive  rela7ons  in  MG   13  
  • 14. Future  works   May  10,  2011   Y.  Takaesu  -­‐  Recursive  rela7ons  in  MG   14   •  Apply  our  method  to  processes  with  quarks:            qg    q  ng,    qq      qq  ng   •  Phase  space  integra7on  and  event  genera7on   •  Speed  up  by  using  GPU  
  • 15. May  10,  2011   Y.  Takaesu  -­‐  Recursive  rela7ons  in  MG   15