The Superpolynomial for Knot Homologies. - Nathan M. Dunfield; Sergei Gukov; Jacob Rasmussen (Exp. Math., 2006)

Learning to unknot. - Sergei Gukov; James Halverson; Fabian Ruehle; Piotr Sulkowski (Mach. Learn. Sci. Technol., 2021)

Searching for ribbons with machine learning. - Sergei Gukov; James Halverson; Ciprian Manolescu; Fabian Ruehle (CoRR, 2023)

Rigor with Machine Learning from Field Theory to the Poincaré Conjecture. - Sergei Gukov; James Halverson; Fabian Ruehle (CoRR, 2024)

Learning BPS Spectra and the Gap Conjecture. - Sergei Gukov; Rak-Kyeong Seong (CoRR, 2024)

What makes math problems hard for reinforcement learning: a case study. - Ali Shehper; Anibal M. Medina-Mardones; Bartlomiej Lewandowski; Angus Gruen; Piotr Kucharski; Sergei Gukov (CoRR, 2024)