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Title: Deep learning beyond Lefschetz thimbles

Authors:
; ; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1408268
Grant/Contract Number:  
FG02-95ER40907; FG02-93ER-40762
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Physical Review D
Additional Journal Information:
Journal Name: Physical Review D Journal Volume: 96 Journal Issue: 9; Journal ID: ISSN 2470-0010
Publisher:
American Physical Society
Country of Publication:
United States
Language:
English

Citation Formats

Alexandru, Andrei, Bedaque, Paulo F., Lamm, Henry, and Lawrence, Scott. Deep learning beyond Lefschetz thimbles. United States: N. p., 2017. Web. doi:10.1103/PhysRevD.96.094505.
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Alexandru, Andrei, Bedaque, Paulo F., Lamm, Henry, & Lawrence, Scott. Deep learning beyond Lefschetz thimbles. United States. https://doi.org/10.1103/PhysRevD.96.094505
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Alexandru, Andrei, Bedaque, Paulo F., Lamm, Henry, and Lawrence, Scott. Fri . "Deep learning beyond Lefschetz thimbles". United States. https://doi.org/10.1103/PhysRevD.96.094505.
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@article{osti_1408268,
title = {Deep learning beyond Lefschetz thimbles},
author = {Alexandru, Andrei and Bedaque, Paulo F. and Lamm, Henry and Lawrence, Scott},
abstractNote = {},
doi = {10.1103/PhysRevD.96.094505},
journal = {Physical Review D},
number = 9,
volume = 96,
place = {United States},
year = {Fri Nov 10 00:00:00 EST 2017},
month = {Fri Nov 10 00:00:00 EST 2017}
}
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Journal Article:
Free Publicly Available Full Text
Accepted Manuscript (Publisher)
Publisher's Version of Record
https://doi.org/10.1103/PhysRevD.96.094505
Copyright Statement
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Cited by: 37 works
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Works referenced in this record:

Tempered transitions between thimbles
journal, August 2017

Monte Carlo algorithm for simulating fermions on Lefschetz thimbles
journal, January 2016

Stochastic quantization at finite chemical potential
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Erratum to: Monte Carlo study of Lefschetz thimble structure in one-dimensional Thirring model at finite density
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  • Journal of High Energy Physics, Vol. 2016, Issue 9
  • DOI: 10.1007/JHEP09(2016)172

Thimble regularization at work: From toy models to chiral random matrix theories
journal, October 2015

Lefschetz-thimble analysis of the sign problem in one-site fermion model
journal, March 2016

Metropolis Monte Carlo integration on the Lefschetz thimble: Application to a one-plaquette model
journal, September 2013

Monte Carlo Study of Real Time Dynamics on the Lattice
journal, August 2016

Fast estimator of Jacobians in the Monte Carlo integration on Lefschetz thimbles
journal, May 2016

QCD thermal phase transition in the presence of a small chemical potential
journal, October 2002

Sign problem and Monte Carlo calculations beyond Lefschetz thimbles
journal, May 2016

  • Alexandru, Andrei; Basar, Gökçe; Bedaque, Paulo F.
  • Journal of High Energy Physics, Vol. 2016, Issue 5
  • DOI: 10.1007/JHEP05(2016)053

Finite density QCD with a canonical approach
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Functional Integrals for QCD at Nonzero Chemical Potential and Zero Density
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Schwinger-Keldysh formalism on the lattice: A faster algorithm and its application to field theory
journal, June 2017

An efficient method to compute the residual phase on a Lefschetz thimble
journal, June 2014

Hamilton dynamics for Lefschetz-thimble integration akin to the complex Langevin method
journal, September 2015

  • Fukushima, K.; Tanizaki, Y.
  • Progress of Theoretical and Experimental Physics, Vol. 2015, Issue 11
  • DOI: 10.1093/ptep/ptv152

New approach to the sign problem in quantum field theories: High density QCD on a Lefschetz thimble
journal, October 2012

Lattice QCD at finite density via a new canonical approach
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Fermion bag approach to fermion sign problems: New opportunities in lattice fermion field theories
journal, July 2013

Combining the complex Langevin method and the generalized Lefschetz-thimble method
journal, June 2017

  • Nishimura, Jun; Shimasaki, Shinji
  • Journal of High Energy Physics, Vol. 2017, Issue 6
  • DOI: 10.1007/JHEP06(2017)023

The chiral critical line of N f = 2+1 QCD at zero and non-zero baryon density
journal, January 2007

Monte Carlo calculations of the finite density Thirring model
journal, January 2017

Parallel tempering algorithm for integration over Lefschetz thimbles
journal, July 2017

  • Fukuma, Masafumi; Umeda, Naoya
  • Progress of Theoretical and Experimental Physics, Vol. 2017, Issue 7
  • DOI: 10.1093/ptep/ptx081

A new method to study lattice QCD at finite temperature and chemical potential
journal, May 2002

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