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SUMMARY:Nobuo Sato Gonzalez (Theory Department\, Jefferson Laboratory)
DTSTART:20210409T120000Z
DTEND:20210409T130000Z
DTSTAMP:20260423T024656Z
UID:CFQI/2
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/CFQI/2/">GAN
  based MC event generators</a>\nby Nobuo Sato Gonzalez (Theory Department\
 , Jefferson Laboratory) as part of Computer Physics and Quantum Informatic
 s Seminar\n\n\nAbstract\nMC event generators (MCEG) are crucial for studie
 s in high energy particle reactions. At present\, the state-of-the-art  MC
 EG such as Pythia\, Herwig  involves a mix of theory input and models to d
 escribe the complex simulation of particle production of scattering experi
 ments. In this talk I will describe a novel use of GANs to build a pure AI
  driven MCEG in order to mitigate potential biases from theory input and  
 modeling which are needed for  the exploration of hadron structure at exis
 ting experimental facilities such as Jefferson Lab\, COMPASS at CERN\, and
  the future Electron Ion collider.\n
LOCATION:https://researchseminars.org/talk/CFQI/2/
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