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SUMMARY:Shailesh Lal (BIMSA)
DTSTART:20240320T100000Z
DTEND:20240320T110000Z
DTSTAMP:20260423T035419Z
UID:CompAlg/31
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/CompAlg/31/"
 >Neural Network solvers for the Yang-Baxter Equation</a>\nby Shailesh Lal 
 (BIMSA) as part of Machine Learning Seminar\n\n\nAbstract\nWe develop a no
 vel neural network architecture that learns solutions to the Yang Baxter e
 quation for R matrices of difference form. This method already enables us 
 to learn all solution classes of the 2d Yang Baxter equation. We propose a
 nd test paradigms for exploring the landscape of Yang Baxter equation solu
 tion space aided by these methods. Further\, we shall also comment on the 
 application of these methods to generating new solutions of the Yang Baxte
 r equation. The talk is based on joint work with Suvajit Majumder and Evge
 ny Sobko available in part in arXiv:2304.07247.\n
LOCATION:https://researchseminars.org/talk/CompAlg/31/
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