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Reconstructing the position of an interaction for any dual-phase time projection chamber (TPC) with the best precision is key to directly detecting Dark Matter.
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Choosing the summary statistics and the acceptance rate in approximate bayesian computation
Michael GB Blum · 2010
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Approximate bayesian computation: A nonparametric perspective
Michael GB Blum · 2010
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Approximate Bayesian computation (ABC) in practice
Katalin Csilléry, Michael G.B. Blum, Oscar E. Gaggiotti, and Olivier François · 2010
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Design and performance of the xenon10 dark matter experiment
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Estimation of parameters for macroparasite population evolution using approximate bayesian computation. biometrics
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Joël Akeret, Alexandre Refregier, Adam Amara, Sebastian Seehars, and Caspar Hasner · 2015
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cosmoabc: Likelihood-free inference via population monte carlo approximate bayesian computation
EEO Ishida, SDP Vitenti, M Penna-Lima, J Cisewski, RS de Souza, AMM Trindade, E Cameron, et al · 2015
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Summary statistics in approximate bayesian computation
Dennis Prangle · 2015
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Low-mass dark matter search using ionization signals in xenon100
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Bayesian optimization for likelihood-free inference of simulator-based statistical models
Michael U Gutmann and Jukka Corander · 2016
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Calibrated ultra fast image simulations for the dark energy survey
Claudio Bruderer, Chihway Chang, Alexandre Refregier, Adam Amara, Joel Bergé, and Lukas Gamper · 2016
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Elise Jennings, Rachel Wolf, and Masao Sako · 2016
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The xenon1t dark matter experiment
Elena Aprile, J Aalbers, F Agostini, M Alfonsi, FD Amaro, M Anthony, B Antunes, F Arneodo, M Balata, P Barrow, et al · 2017
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Light collection efficiency simulations of the xenon1t experiment and comparison to data
Lutz Althüser · 2017
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First dark matter search results from the xenon1t experiment
E Aprile, J Aalbers, F Agostini, M Alfonsi, FD Amaro, M Anthony, F Arneodo, P Barrow, L Baudis, Boris Bauermeister, et al · 2017
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Approximate bayesian computation in large-scale structure: constraining the galaxy–halo connection
ChangHoon Hahn, Mohammadjavad Vakili, Kilian Walsh, Andrew P Hearin, David W Hogg, and Duncan Campbell · 2017
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astroabc: An approximate bayesian computation sequential monte carlo sampler for cosmological parameter estimation
Elise Jennings and Maeve Madigan · 2017
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Fundamentals and recent developments in approximate bayesian computation
Jarno Lintusaari, Michael U Gutmann, Ritabrata Dutta, Samuel Kaski, and Jukka Corander · 2017
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Wimp dark matter candidates and searches: Current status and future prospects
Leszek Roszkowski, Enrico Maria Sessolo, and Sebastian Trojanowski · 2018
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Position reconstruction in lux
DS Akerib, S Alsum, HM Araújo, X Bai, AJ Bailey, J Balajthy, P Beltrame, EP Bernard, A Bernstein, TP Biesiadzinski, et al · 2018
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The pax data processor v6.8.0, March 2018
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Dark Matter Search Results from a One Tonne × \times Year Exposure of XENON1T
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Elfi: Engine for likelihood-free inference
Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Pekka Marttinen, Michael U Gutmann, Aki Vehtari, Jukka Corander, and Samuel Kaski · 2018
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