Machine learning accelerated likelihood-free event reconstruction in dark matter direct detection

U. Simola, B. Pelssers, D. Barge, J. Conrad, J. Corander

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Originalspråkengelska
Artikelnummer03004
TidskriftJournal of Instrumentation
Volym14
Antal sidor28
ISSN1748-0221
DOI
StatusPublicerad - 6 mar 2019
MoE-publikationstypA1 Tidskriftsartikel-refererad

Vetenskapsgrenar

  • 111 Matematik

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title = "Machine learning accelerated likelihood-free event reconstruction in dark matter direct detection",
keywords = "Analysis and statistical methods, Dark Matter detectors (WIMPs, axions, etc.), Simulation methods and programs, Time projection Chambers (TPC), APPROXIMATE BAYESIAN COMPUTATION, SEQUENTIAL MONTE-CARLO, PARAMETER, EVOLUTION, INFERENCE, 111 Mathematics",
author = "U. Simola and B. Pelssers and D. Barge and J. Conrad and J. Corander",
year = "2019",
month = "3",
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Machine learning accelerated likelihood-free event reconstruction in dark matter direct detection. / Simola, U.; Pelssers, B.; Barge, D.; Conrad, J.; Corander, J.

I: Journal of Instrumentation, Vol. 14, 03004, 06.03.2019.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

TY - JOUR

T1 - Machine learning accelerated likelihood-free event reconstruction in dark matter direct detection

AU - Simola, U.

AU - Pelssers, B.

AU - Barge, D.

AU - Conrad, J.

AU - Corander, J.

PY - 2019/3/6

Y1 - 2019/3/6

KW - Analysis and statistical methods

KW - Dark Matter detectors (WIMPs, axions, etc.)

KW - Simulation methods and programs

KW - Time projection Chambers (TPC)

KW - APPROXIMATE BAYESIAN COMPUTATION

KW - SEQUENTIAL MONTE-CARLO

KW - PARAMETER

KW - EVOLUTION

KW - INFERENCE

KW - 111 Mathematics

U2 - 10.1088/1748-0221/14/03/P03004

DO - 10.1088/1748-0221/14/03/P03004

M3 - Article

VL - 14

JO - Journal of Instrumentation

JF - Journal of Instrumentation

SN - 1748-0221

M1 - 03004

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