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USQCD Collaboration, R. C. Brower, A. Hasenfratz, E. T. Neil, S. Catterall, G. Fleming, J. Giedt, E. Rinaldi, D. Schaich, E. Weinberg, and O. Witzel Eur. Phys. J. A
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1987
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2022

Flow-based density of states for complex actions

Pawlowski, Jan M., Urban, Julian M.

Understand

Emerging sampling algorithms based on normalizing flows have the potential to solve ergodicity problems in lattice calculations.

Furthermore, it has been noted that flows can be used to compute thermodynamic quantities which are difficult to access with traditional methods.
This suggests that they are also applicable to the density-of-states approach to complex action problems.
In particular, flow-based sampling may be used to compute the density directly, in contradistinction to the conventional strategy of reconstructing it via measuring and integrating the derivative of its logarithm.

Built on

USQCD Collaboration, R. C. Brower, A. Hasenfratz, E. T. Neil, S. Catterall, G. Fleming, J. Giedt, E. Rinaldi, D. Schaich, E. Weinberg, and O. Witzel Eur. Phys. J. A
Original
1904
Earlier work this paper cites.
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Original
1904
Earlier work this paper cites.
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Original
1904
Earlier work this paper cites.
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Earlier work this paper cites.
G. Bhanot, S. Black, P. Carter, and R. Salvador Phys. Lett. B
1987
Earlier work this paper cites.
G. Bhanot, K. Bitar, and R. Salvador Phys. Lett. B
1987
Earlier work this paper cites.
G. Bhanot, K. Bitar, S. Black, P. Carter, and R. Salvador Phys. Lett. B
1987
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G. Bhanot, R. Salvador, S. Black, P. Carter, and R. Toral Phys. Rev. Lett
1987
Earlier work this paper cites.
G. Bhanot, A. Gocksch, and P. Rossi Phys. Lett. B
1987
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C. Jarzynski Phys. Rev. Lett
1997
Earlier work this paper cites.

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B. Lucini, O. Francesconi, M. Holzmann, D. Lancaster, and A. Rago in 32nd IUPAP Conference on Computational Physics · 2021