publication . Article . Preprint . 2019

Convolutional Neural Networks for Direct Detection of Dark Matter

Charanjit K Khosa; Lucy Mars; Joel Richards; Veronica Sanz;
Open Access
  • Published: 20 Nov 2019 Journal: Journal of Physics G: Nuclear and Particle Physics, volume 47, page 95,201 (issn: 0954-3899, eissn: 1361-6471, Copyright policy)
  • Publisher: IOP Publishing
Abstract
Comment: 17 figures, 4 tables (matches the published version)
Subjects
free text keywords: Nuclear and High Energy Physics, High Energy Physics - Phenomenology, Astrophysics - Instrumentation and Methods for Astrophysics
34 references, page 1 of 3

[1] P. Agnes et al. [DarkSide Collaboration], Phys. Rev. D 98 (2018) no.10, 102006, [arXiv:1802.07198 [astro-ph.CO]].

[2] D. S. Akerib et al. [LUX Collaboration], Phys. Rev. Lett. 118 (2017) no.2, 021303, [arXiv:1608.07648 [astroph.CO]].

[3] X. Cui et al. [PandaX-II Collaboration], Phys. Rev. Lett. 119 (2017) no.18, 181302, [arXiv:1708.06917 [astroph.CO]].

[4] E. Aprile et al. [XENON Collaboration], Eur. Phys. J. C 77 (2017) no.12, 881, [arXiv:1708.07051 [astro-ph.IM]].

[5] G. Carleo, I. Cirac, K. Cranmer, L. Daudet, M. Schuld, N. Tishby, L. Vogt-Maranto and L. Zdeborov, arXiv:1903.10563 [physics.comp-ph].

[6] X. Zhang, Y. Wang, W. Zhang, Y. Sun, S. He, G. Contardo, F. Villaescusa-Navarro and S. Ho, arXiv:1902.05965 [astro-ph.CO].

[7] J. Fluri, T. Kacprzak, A. Lucchi, A. Refregier, A. Amara, T. Hofmann and A. Schneider, Phys. Rev. D 100 (2019) no.6, 063514, [arXiv:1906.03156 [astro-ph.CO]].

[8] C. K. Khosa, V. Sanz and M. Soughton, arXiv:1910.06058 [hep-ph].

[9] J. Brehmer, S. Mishra-Sharma, J. Hermans, G. Louppe and K. Cranmer, arXiv:1909.02005 [astro-ph.CO].

[10] S. Alexander, S. Gleyzer, E. McDonough, M. W. Toomey and E. Usai, arXiv:1909.07346 [astro-ph.CO].

[11] A. Diaz Rivero and C. Dvorkin, arXiv:1910.00015 [astroph.CO].

[12] C. Escamilla-Rivera, M. A. C. Quintero and S. Capozziello, arXiv:1910.02788 [astro-ph.CO].

[13] J. Angle et al. [XENON Collaboration], Phys. Rev. Lett. 100 (2008) 021303, [arXiv:0706.0039 [astro-ph]].

[14] E. Aprile et al. [XENON100 Collaboration], Astropart. Phys. 35 (2012) 573, [arXiv:1107.2155 [astro-ph.IM]].

[15] E. Aprile et al. [XENON Collaboration], Phys. Rev. Lett. 119 (2017) no.18, 181301, [arXiv:1705.06655 [astroph.CO]].

34 references, page 1 of 3
Abstract
Comment: 17 figures, 4 tables (matches the published version)
Subjects
free text keywords: Nuclear and High Energy Physics, High Energy Physics - Phenomenology, Astrophysics - Instrumentation and Methods for Astrophysics
34 references, page 1 of 3

[1] P. Agnes et al. [DarkSide Collaboration], Phys. Rev. D 98 (2018) no.10, 102006, [arXiv:1802.07198 [astro-ph.CO]].

[2] D. S. Akerib et al. [LUX Collaboration], Phys. Rev. Lett. 118 (2017) no.2, 021303, [arXiv:1608.07648 [astroph.CO]].

[3] X. Cui et al. [PandaX-II Collaboration], Phys. Rev. Lett. 119 (2017) no.18, 181302, [arXiv:1708.06917 [astroph.CO]].

[4] E. Aprile et al. [XENON Collaboration], Eur. Phys. J. C 77 (2017) no.12, 881, [arXiv:1708.07051 [astro-ph.IM]].

[5] G. Carleo, I. Cirac, K. Cranmer, L. Daudet, M. Schuld, N. Tishby, L. Vogt-Maranto and L. Zdeborov, arXiv:1903.10563 [physics.comp-ph].

[6] X. Zhang, Y. Wang, W. Zhang, Y. Sun, S. He, G. Contardo, F. Villaescusa-Navarro and S. Ho, arXiv:1902.05965 [astro-ph.CO].

[7] J. Fluri, T. Kacprzak, A. Lucchi, A. Refregier, A. Amara, T. Hofmann and A. Schneider, Phys. Rev. D 100 (2019) no.6, 063514, [arXiv:1906.03156 [astro-ph.CO]].

[8] C. K. Khosa, V. Sanz and M. Soughton, arXiv:1910.06058 [hep-ph].

[9] J. Brehmer, S. Mishra-Sharma, J. Hermans, G. Louppe and K. Cranmer, arXiv:1909.02005 [astro-ph.CO].

[10] S. Alexander, S. Gleyzer, E. McDonough, M. W. Toomey and E. Usai, arXiv:1909.07346 [astro-ph.CO].

[11] A. Diaz Rivero and C. Dvorkin, arXiv:1910.00015 [astroph.CO].

[12] C. Escamilla-Rivera, M. A. C. Quintero and S. Capozziello, arXiv:1910.02788 [astro-ph.CO].

[13] J. Angle et al. [XENON Collaboration], Phys. Rev. Lett. 100 (2008) 021303, [arXiv:0706.0039 [astro-ph]].

[14] E. Aprile et al. [XENON100 Collaboration], Astropart. Phys. 35 (2012) 573, [arXiv:1107.2155 [astro-ph.IM]].

[15] E. Aprile et al. [XENON Collaboration], Phys. Rev. Lett. 119 (2017) no.18, 181301, [arXiv:1705.06655 [astroph.CO]].

34 references, page 1 of 3
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