Shailesh Lal (BIMSA)

Shailesh Lal (BIMSA)
20 March 2024

"Neural Network solvers for the Yang-Baxter Equation"

We develop a novel neural network architecture that learns solutions to the Yang Baxter equation for R matrices of difference form. This method already enables us to learn all solution classes of the 2d Yang Baxter equation. We propose and test paradigms for exploring the landscape of Yang Baxter equation solution space aided by these methods. Further, we shall also comment on the application of these methods to generating new solutions of the Yang Baxter equation. The talk is based on joint work with Suvajit Majumder and Evgeny Sobko available in part in arXiv:2304.07247.

Slides for this talk are available at:
https://kasprzyk.work/seminars/pdf/La...

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https://kasprzyk.work/seminars/ml.html