no code implementations • 10 Mar 2021 • Andreas P. Braun, Jin Chen, Babak Haghighat, Marcus Sperling, Shuhang Yang
We study circle compactifications of 6d superconformal field theories giving rise to 5d rank 1 and rank 2 Kaluza-Klein theories.
High Energy Physics - Theory
1 code implementation • 4 Jun 2020 • Jie Gu, Babak Haghighat, Albrecht Klemm, Kaiwen Sun, Xin Wang
Given the recent geometrical classification of 6d $(1, 0)$ SCFTs, a major question is how to compute for this large class their elliptic genera.
High Energy Physics - Theory Mathematical Physics Mathematical Physics
1 code implementation • 16 Mar 2020 • Mohammadreza Noormandipour, Youran Sun, Babak Haghighat
In this work, the capability of restricted Boltzmann machines (RBMs) to find solutions for the Kitaev honeycomb model with periodic boundary conditions is investigated.
Disordered Systems and Neural Networks Strongly Correlated Electrons High Energy Physics - Theory
1 code implementation • 20 Dec 2017 • Daniel Krefl, Stefano Carrazza, Babak Haghighat, Jens Kahlen
Both the Boltzmann machine and the derived feedforward neural network can be successfully trained via standard gradient- and non-gradient-based optimization techniques.
