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SUMMARY:Machine Learning Integrability in 1D and 2D Models of Gravity - Da
 mian Mayorga Peña (University of the Witwatersrand)
DTSTART:20231109T143000Z
DTEND:20231109T153000Z
UID:TALK201814@talks.cam.ac.uk
DESCRIPTION:We construct deformed Breitenlohner-Maison linear systems to d
 emonstrate the integrability of a class of 4D solutions of gravity coupled
  to U(1) gauge fields and neutral scalars subject to a scalar potential. T
 hese solutions also admit a 1D description. We cast the problem of writing
  a Lax pair for the 1D system in an ML amenable form.&nbsp\;Consquently\, 
 we have generated numerical Lax pairs\, which hint at the existence of a L
 ax pair rewriting\, complementary to the deformed BM system.\nJoint work w
 ith G. Lopes Cardoso and S. Nampuri.&nbsp\;
LOCATION:External
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