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hep-th2026
Maximal Transcendentality of the Double-Scaled PCM
Evgeny Sobko
We prove, to all orders, maximal transcendentality of the strongly coupled large-N Principal Chiral Model in the double-scaling regime introduced in our earlier work. We also prove…
hep-th2025
Deep Learning based discovery of Integrable Systems
Shailesh Lal, Suvajit Majumder, Evgeny Sobko
We introduce a novel machine learning based framework for discovering integrable models. Our approach first employs a synchronized ensemble of neural networks to find high-precisio…