Bulletin of the American Physical Society
6th Joint Meeting of the APS Division of Nuclear Physics and the Physical Society of Japan
Sunday–Friday, November 26–December 1 2023; Hawaii, the Big Island
Session C08: Minisymposium: Applications of Advanced Statistics and Machine Learning Methods in Nuclear Physics I
7:00 PM–9:30 PM,
Tuesday, November 28, 2023
Hilton Waikoloa Village
Room: Kohala 1
Chair: Michelle Kuchera, Davidson College
Abstract: C08.00003 : Optimizing Fermionic Neural Networks with Decision Geometry*
7:45 PM–8:00 PM
Presenter:
Mehdi Drissi
(TRIUMF)
Authors:
Mehdi Drissi
(TRIUMF)
James W Keeble
(University of Surrey)
Arnau Rios
(Universitat de Barcelona)
[2] D. Pfau, J. S. Spencer, A. G. Matthews, and W. M. C. Foulkes. Phys. Rev. Res., 2(3):033429, 2020.
[3] A. Lovato, C. Adams, G. Carleo, and N. Rocco. Phys. Rev. Res., 4(4):043178, 2022.
[4] J. Martens and R. Grosse. In International conference on machine learning, pages 2408–2417. PMLR, 2015.
[5] A. P. Dawid. Ann. Inst. Stat. Math., 59:77–93, 2007.
*This work is supported by TRIUMF which receives federal funding via a contribution agreement with the National Research Council of Canada; by the “Ramon y Cajal” grant RYC2018-026072 funded by MCIN/AEI /10.13039/501100011033 and FSE “El FSE invierte en tu futuro”; by the “Unit of Excellence Maria de Maeztu 2020-2023” award to the Institute of Cosmos Sciences, Grant CEX2019-000918-M funded by MCIN/AEI/10.13039/501100011033; by grant PID2020-118758GB-I00 funded by MCIN/AEI/10.13039/501100011033; and by STFC, through Grants Nos ST/L005743/1 and ST/P005314/1.
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