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Fast Estimator of jacobians in Monte Carlo Integration on Lefschetz Thimbles

Authors :
Alexandru, Andrei
Basar, Gokce
Bedaque, Paulo F.
Ridgway, Gregory W.
Warrington, Neill C.
Source :
Phys. Rev. D 93, 094514 (2016)
Publication Year :
2016

Abstract

A solution to the sign problem is the so-called "Lefschetz thimble approach" where the domain of integration for field variables in the path integral is deformed from the real axis to a sub-manifold in the complex space. For properly chosen sub-manifolds ("thimbles") the sign problem disappears or is drastically alleviated. The parametrization of the thimble by real coordinates require the calculation of a jacobian with a computational cost of order O(V^3), where V is proportional to the spacetime volume. In this note we propose two estimators for this jacobian with a computational cost of order O(V). We discuss analytically the regimes where we expect the estimator to work and show numerical examples in two different models.<br />Comment: 10 pages, 3 figures

Subjects

Subjects :
High Energy Physics - Lattice

Details

Database :
arXiv
Journal :
Phys. Rev. D 93, 094514 (2016)
Publication Type :
Report
Accession number :
edsarx.1604.00956
Document Type :
Working Paper
Full Text :
https://doi.org/10.1103/PhysRevD.93.094514