Journal
PROGRESS OF THEORETICAL AND EXPERIMENTAL PHYSICS
Volume 2019, Issue 11, Pages -Publisher
OXFORD UNIV PRESS INC
DOI: 10.1093/ptep/ptz111
Keywords
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Funding
- Japan Society for the Promotion of Science (JSPS) [15H03663, 16K05350, 18J21251, 18K03618, 19H01898]
- Yukawa International Program for Quark-Hadron Sciences (YIPQS)
- Grants-in-Aid for Scientific Research [18J21251] Funding Source: KAKEN
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We investigate the sign problem in 0+1D quantum chromodynamics at finite chemical potential by using the path optimization method. The SU(3) link variable is complexified to the SL(3,C) link variable, and the integral path is represented by a feedforward neural network. The integral path is then optimized to weaken the sign problem. The average phase factor is enhanced to be greater than 0.99 on the optimized path. Results with and without diagonalized gauge fixing are compared and proven to be consistent. This is the first step in applying the path optimization method to gauge theories.
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