Riemann-Theta Boltzmann machine. - Daniel Krefl; Stefano Carrazza; Babak Haghighat; Jens Kahlen (Neurocomputing, 2020)

Restricted Boltzmann machine representation for the groundstate and excited states of Kitaev Honeycomb model. - Mohammadreza Noormandipour; Sun Youran; Babak Haghighat (Mach. Learn. Sci. Technol., 2022)

Phase Transitions in Large Language Models and the O(N) Model. - Youran Sun; Babak Haghighat (CoRR, 2025)