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SUMMARY:Rak-Kyeong Seong (Ulsan National Institute of Science and Technolo
 gy (UNIST))
DTSTART:20260508T120000Z
DTEND:20260508T130000Z
DTSTAMP:20260513T184830Z
UID:NKUA-HEP/58
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/NKUA-HEP/58/
 ">Generative AI for brane configurations and gauge theory phases in string
  theory</a>\nby Rak-Kyeong Seong (Ulsan National Institute of Science and 
 Technology (UNIST)) as part of NKUA HEP Seminars\n\n\nAbstract\nThis talk 
 concerns a family of 4d N=1 supersymmetric gauge theories associated with 
 Calabi-Yau geometries\, whose Type IIB brane realizations are encoded in t
 he shape of the mirror curve of the Calabi-Yau. We show how a generative A
 I model can be trained to learn this correspondence between geometry and g
 auge theory: taking the complex-structure moduli of the mirror curve as in
 put\, the AI model generates its shape\, from which the corresponding gaug
 e theory Lagrangian and phase can be read off. The model also tracks how t
 he brane configurations vary across gauge theory phases related by Seiberg
  duality.\n
LOCATION:https://researchseminars.org/talk/NKUA-HEP/58/
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