Standard

Generalization properties of neural network approximations to frustrated magnet ground states. / Westerhout, Tom; Astrakhantsev, Nikita; Tikhonov, Konstantin S. et al.
In: Nature Communications, Vol. 11, No. 1, 1593, 27.03.2020.

Research output: Contribution to journalArticlepeer-review

Harvard

Westerhout, T, Astrakhantsev, N, Tikhonov, KS, Katsnelson, MI & Bagrov, AA 2020, 'Generalization properties of neural network approximations to frustrated magnet ground states', Nature Communications, vol. 11, no. 1, 1593. https://doi.org/10.1038/s41467-020-15402-w

APA

Westerhout, T., Astrakhantsev, N., Tikhonov, K. S., Katsnelson, M. I., & Bagrov, A. A. (2020). Generalization properties of neural network approximations to frustrated magnet ground states. Nature Communications, 11(1), [1593]. https://doi.org/10.1038/s41467-020-15402-w

Vancouver

Westerhout T, Astrakhantsev N, Tikhonov KS, Katsnelson MI, Bagrov AA. Generalization properties of neural network approximations to frustrated magnet ground states. Nature Communications. 2020 Mar 27;11(1):1593. doi: 10.1038/s41467-020-15402-w

Author

Westerhout, Tom ; Astrakhantsev, Nikita ; Tikhonov, Konstantin S. et al. / Generalization properties of neural network approximations to frustrated magnet ground states. In: Nature Communications. 2020 ; Vol. 11, No. 1.

BibTeX

@article{ecbc0ca9735a44a2be3a2f10e8021b45,
title = "Generalization properties of neural network approximations to frustrated magnet ground states",
keywords = "HEISENBERG-ANTIFERROMAGNET, WAVE-FUNCTIONS, QUANTUM",
author = "Tom Westerhout and Nikita Astrakhantsev and Tikhonov, {Konstantin S.} and Katsnelson, {Mikhail I.} and Bagrov, {Andrey A.}",
year = "2020",
month = mar,
day = "27",
doi = "10.1038/s41467-020-15402-w",
language = "English",
volume = "11",
journal = "Nature Communications",
issn = "2041-1723",
publisher = "Nature Publishing Group",
number = "1",

}

RIS

TY - JOUR

T1 - Generalization properties of neural network approximations to frustrated magnet ground states

AU - Westerhout, Tom

AU - Astrakhantsev, Nikita

AU - Tikhonov, Konstantin S.

AU - Katsnelson, Mikhail I.

AU - Bagrov, Andrey A.

PY - 2020/3/27

Y1 - 2020/3/27

KW - HEISENBERG-ANTIFERROMAGNET

KW - WAVE-FUNCTIONS

KW - QUANTUM

UR - http://www.scopus.com/inward/record.url?scp=85082530092&partnerID=8YFLogxK

UR - https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=tsmetrics&SrcApp=tsm_test&DestApp=WOS_CPL&DestLinkType=FullRecord&KeyUT=000522437900009

U2 - 10.1038/s41467-020-15402-w

DO - 10.1038/s41467-020-15402-w

M3 - Article

AN - SCOPUS:85082530092

VL - 11

JO - Nature Communications

JF - Nature Communications

SN - 2041-1723

IS - 1

M1 - 1593

ER -

ID: 12423821