% Correct Bibtex entries are best obtained by cut-and-paste from
% Spires or Inspire.
% - They might still need some editing of Latex symbols in
% the titles.
% - Page ranges should in many cases be shortened to just
% having the start page.
% - Collaborations might need to be added or indeed just the word
% "collaboration" put after them.
%
% This file is intentionally empty. Use it for your own references. Standard references are in LHCb-CONF.bib LHCb-DP.bib LHCb-PAPER.bib LHCb-TDR.bib standard.bib
% PyTorch
@article{paszke2017automatic,
title={Automatic differentiation in PyTorch},
author={Paszke, Adam and Gross, Sam and Chintala, Soumith and Chanan, Gregory and Yang, Edward and DeVito, Zachary and Lin, Zeming and Desmaison, Alban and Antiga, Luca and Lerer, Adam},
year={2017}
}
@misc{tensorflow2015-whitepaper,
title={{TensorFlow}: Large-Scale Machine Learning on Heterogeneous Systems},
url={http://tensorflow.org/},
note={Software available from tensorflow.org},
author={
Mart\'{\i}n~Abadi and
Ashish~Agarwal and
Paul~Barham and
Eugene~Brevdo and
Zhifeng~Chen and
Craig~Citro and
Greg~S.~Corrado and
Andy~Davis and
Jeffrey~Dean and
Matthieu~Devin and
Sanjay~Ghemawat and
Ian~Goodfellow and
Andrew~Harp and
Geoffrey~Irving and
Michael~Isard and
Yangqing Jia and
Rafal~Jozefowicz and
Lukasz~Kaiser and
Manjunath~Kudlur and
Josh~Levenberg and
Dan~Man\'{e} and
Rajat~Monga and
Sherry~Moore and
Derek~Murray and
Chris~Olah and
Mike~Schuster and
Jonathon~Shlens and
Benoit~Steiner and
Ilya~Sutskever and
Kunal~Talwar and
Paul~Tucker and
Vincent~Vanhoucke and
Vijay~Vasudevan and
Fernanda~Vi\'{e}gas and
Oriol~Vinyals and
Pete~Warden and
Martin~Wattenberg and
Martin~Wicke and
Yuan~Yu and
Xiaoqiang~Zheng},
year={2015},
}
% TensorFlow Probability
@article{DBLP:journals/corr/abs-1711-10604,
author = {Joshua V. Dillon and
Ian Langmore and
Dustin Tran and
Eugene Brevdo and
Srinivas Vasudevan and
Dave Moore and
Brian Patton and
Alex Alemi and
Matthew D. Hoffman and
Rif A. Saurous},
title = {TensorFlow Distributions},
journal = {CoRR},
volume = {abs/1711.10604},
year = {2017},
url = {http://arxiv.org/abs/1711.10604},
archivePrefix = {arXiv},
eprint = {1711.10604},
timestamp = {Mon, 13 Aug 2018 16:48:50 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1711-10604},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Verkerke:2003ir,
author = "Verkerke, Wouter and Kirkby, David P.",
title = "{The RooFit toolkit for data modeling}",
booktitle = "{Statistical Problems in Particle Physics, Astrophysics
and Cosmology (PHYSTAT 05): Proceedings, Oxford, UK,
September 12-15, 2005}",
journal = "eConf",
volume = "C0303241",
year = "2003",
pages = "MOLT007",
note = "[,186(2003)]",
eprint = "physics/0306116",
archivePrefix = "arXiv",
primaryClass = "physics",
reportNumber = "CHEP-2003-MOLT007",
SLACcitation = "%%CITATION = PHYSICS/0306116;%%"
}
@misc{software:probfit,
author = {Piti Ongmongkolkul and
Christoph Deil and
Chih-hsiang Cheng and
Alex Pearce and
Eduardo Rodrigues and
Henry Schreiner and
Matthieu Marinangeli and
Lukas Geiger and
Hans Dembinski},
title = {scikit-hep/probfit: 1.1.0},
month = nov,
year = 2018,
doi = {10.5281/zenodo.1477853},
url = {https://doi.org/10.5281/zenodo.1477853}
}
@misc{software:pyhf,
author = {Lukas and
Matthew Feickert and
Giordon Stark and
Ruggero Turra and
J Forde},
title = {diana-hep/pyhf v0.0.15},
month = oct,
year = 2018,
doi = {10.5281/zenodo.1464139},
url = {https://doi.org/10.5281/zenodo.1464139}
}
@ARTICLE{software:scipy,
author={T. E. {Oliphant}},
journal={Computing in Science Engineering},
title={Python for Scientific Computing},
year={2007},
volume={9},
number={3},
pages={10-20},
keywords={high level languages;Python;scientific computing;steering language;scientific codes;high-level language;Scientific computing;High level languages;Libraries;Writing;Application software;Embedded software;Software standards;Standards development;Internet;Prototypes;Python;computer languages;scientific programming;scientific computing},
doi={10.1109/MCSE.2007.58},
ISSN={1521-9615},
month={May},
}
@misc{software:lmfit,
author = {Matt Newville and
Renee Otten and
Andrew Nelson and
Antonino Ingargiola and
Till Stensitzki and
Dan Allan and
Austin Fox and
Faustin Carter and
Michał and
Dima Pustakhod and
Glenn and
Yoav Ram and
MerlinSmiles and
Christoph Deil and
Stuermer and
Alexandre Beelen and
Oliver Frost and
gpasquev and
Allan L. R. Hansen and
Alexander Stark and
Tim Spillane and
Shane Caldwell and
Anthony Polloreno and
andrewhannum and
Jose Borreguero and
Jonathan Fraine and
deep-42-thought and
Benjamin F. Maier and
Ben Gamari and
Anthony Almarza},
title = {lmfit/lmfit-py 0.9.13},
month = apr,
year = 2019,
doi = {10.5281/zenodo.2620617},
url = {https://doi.org/10.5281/zenodo.2620617}
}
@misc{software:lauztat,
author = {Matthieu Marinangeli},
title = {marinang/lauztat: v1.1.2},
month = apr,
year = 2019,
doi = {10.5281/zenodo.2648147},
url = {https://doi.org/10.5281/zenodo.2648147}
}
@article{James:1968gu,
author = "James, F.",
title = "{Monte-Carlo phase space}",
year = "1968",
reportNumber = "CERN-68-15",
SLACcitation = "%%CITATION = CERN-68-15;%%"
}
@article{DBLP:journals/corr/abs-1804-07612,
author = {Dominic Masters and
Carlo Luschi},
title = {Revisiting Small Batch Training for Deep Neural Networks},
journal = {CoRR},
volume = {abs/1804.07612},
year = {2018},
url = {http://arxiv.org/abs/1804.07612},
archivePrefix = {arXiv},
eprint = {1804.07612},
timestamp = {Mon, 13 Aug 2018 16:48:13 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1804-07612},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{PhysRevLett.103.211801,
title = {Measurement of ${D}^{0}\mathrm{\text{\ensuremath{-}}}{\overline{D}}^{0}$ Mixing from a Time-Dependent Amplitude Analysis of ${D}^{0}\ensuremath{\rightarrow}{K}^{+}{\ensuremath{\pi}}^{\ensuremath{-}}{\ensuremath{\pi}}^{0}$ Decays},
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J. and Lund, P. and Mandelkern, M. and Martin, E. C. and Stoker, D. P. and Abachi, S. and Buchanan, C. and Gary, J. W. and Liu, F. and Long, O. and Shen, B. C. and Vitug, G. M. and Yasin, Z. and Zhang, L. and Sharma, V. and Campagnari, C. and Hong, T. M. and Kovalskyi, D. and Mazur, M. A. and Richman, J. D. and Beck, T. W. and Eisner, A. M. and Flacco, C. J. and Heusch, C. A. and Kroseberg, J. and Lockman, W. S. and Schalk, T. and Schumm, B. A. and Seiden, A. and Wang, L. and Wilson, M. G. and Winstrom, L. O. and Cheng, C. H. and Doll, D. A. and Echenard, B. and Fang, F. and Hitlin, D. G. and Narsky, I. and Piatenko, T. and Porter, F. C. and Andreassen, R. and Mancinelli, G. and Meadows, B. T. and Mishra, K. and Sokoloff, M. D. and Bloom, P. C. and Ford, W. T. and Gaz, A. and Hirschauer, J. F. and Nagel, M. and Nauenberg, U. and Smith, J. G. and Ulmer, K. A. and Wagner, S. R. and Ayad, R. and Soffer, A. and Toki, W. H. and Wilson, R. J. and Altenburg, D. D. and Feltresi, E. and Hauke, A. and Jasper, H. and Karbach, M. and Merkel, J. and Petzold, A. and Spaan, B. and Wacker, K. and Kobel, M. J. and Mader, W. F. and Nogowski, R. and Schubert, K. R. and Schwierz, R. and Sundermann, J. E. and Volk, A. and Bernard, D. and Bonneaud, G. R. and Latour, E. and Thiebaux, Ch. and Verderi, M. and Clark, P. J. and Gradl, W. and Playfer, S. and Watson, J. E. and Andreotti, M. and Bettoni, D. and Bozzi, C. and Calabrese, R. and Cecchi, A. and Cibinetto, G. and Franchini, P. and Luppi, E. and Negrini, M. and Petrella, A. and Piemontese, L. and Santoro, V. and Baldini-Ferroli, R. and Calcaterra, A. and de Sangro, R. and Finocchiaro, G. and Pacetti, S. and Patteri, P. and Peruzzi, I. M. and Piccolo, M. and Rama, M. and Zallo, A. and Buzzo, A. and Contri, R. and Lo Vetere, M. and Macri, M. M. and Monge, M. R. and Passaggio, S. and Patrignani, C. and Robutti, E. and Santroni, A. and Tosi, S. and Chaisanguanthum, K. 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year = {2009},
month = {Nov},
publisher = {American Physical Society},
doi = {10.1103/PhysRevLett.103.211801},
url = {https://link.aps.org/doi/10.1103/PhysRevLett.103.211801}
}
@misc{software:uproot,
author = {Jim Pivarski and
Pratyush Das and
Dmitri Smirnov and
Chris Burr and
Matthew Feickert and
Noah Biederbeck and
Jonas Rembser and
Henry Schreiner and
Hans Dembinski and
benkrikler and
Marcel R. and
Daniel Marley and
Ruggero Turra and
Nicholas Smith and
Michele Peresano and
Chao Gu},
title = {scikit-hep/uproot: 3.6.3},
month = jun,
year = 2019,
doi = {10.5281/zenodo.3239529},
url = {https://doi.org/10.5281/zenodo.3239529}
}
@Book{mckinney-proc-scipy-2010,
author = { Wes McKinney },
title = { Data Structures for Statistical Computing in Python },
booktitle = { Proceedings of the 9th Python in Science Conference },
pages = { 51 - 56 },
year = { 2010 },
editor = { St\'efan van der Walt and Jarrod Millman }
}
@Misc{software:numpy,
author = {Travis Oliphant},
title = {{NumPy}: A guide to {NumPy}},
year = {2006--},
howpublished = {USA: Trelgol Publishing},
url = "http://www.numpy.org/",
note = {[Online; accessed <today>]}
}
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SLACcitation = "%%CITATION = CPHCB,10,343;%%"
}
@misc{kingma2014adam,
title={Adam: A Method for Stochastic Optimization},
author={Diederik P. Kingma and Jimmy Ba},
year={2014},
eprint={1412.6980},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
@misc{hep_survey_jim,
title={Non-fork repositories of GitHub users who forked CMSSW/AliPhysics},
author={Jim Pivarski},
year={2019},
publisher={GitHub},
journal = {GitHub repository},
howpublished={\url{https://github.com/jpivarski/2019-06-10-usatlas-argonne-python/blob/master/01-why-python-in-hep.ipynb}}
commit = {e0020a5354b5d624f9e7a3b647e5db4d11f3a805}
}
@misc{tensorflow_analysis,
title={TensorFlow Analysis},
author={Anton Poluektov},
year={2017},
publisher={GitLab CERN},
journal = {GitLab repository},
howpublished={\url{https://gitlab.cern.ch/poluekt/TensorFlowAnalysis/}}
commit = {0026fc9fd21cd831cc26e3c64f94cec4bcdb1be7}
}
@misc{higgsanalysis_combinedlimit,
title={HiggsAnalysis-CombinedLimit},
author={Josh Bendavid},
year={2016},
publisher={GitLab CERN},
journal = {GitLab repository},
howpublished={\url{https://github.com/bendavid/HiggsAnalysis-CombinedLimit/tree/tensorflowfit}}
commit = {ff1fe04bb7a69d119f75176a596d65437a692c8a}
}
@article{Aaij:2015oid,
author = "Aaij, Roel and others",
title = "{Angular analysis of the $B^{0} \to K^{*0} \mu^{+}
\mu^{-}$ decay using 3 fb$^{-1}$ of integrated
luminosity}",
collaboration = "LHCb",
journal = "JHEP",
volume = "02",
year = "2016",
pages = "104",
doi = "10.1007/JHEP02(2016)104",
eprint = "1512.04442",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CERN-PH-EP-2015-314, LHCB-PAPER-2015-051",
SLACcitation = "%%CITATION = ARXIV:1512.04442;%%"
}
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Dragicevic, Marko and Erö, Janos and Flechl, Martin and
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Liko, Dietrich and Matsushita, Takashi and Mikulec, Ivan
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Herbert and Schieck, Jochen and Schöfbeck, Robert and
Strauss, Josef and Treberer-Treberspurg, Wolfgang and
Waltenberger, Wolfgang and Wulz, Claudia-Elisabeth and
Mossolov, Vladimir and Shumeiko, Nikolai and Suarez
Gonzalez, Juan and Alderweireldt, Sara and Cornelis, Tom
and De Wolf, Eddi A and Janssen, Xavier and Knutsson,
Albert and Lauwers, Jasper and Luyckx, Sten and Ochesanu,
Silvia and Rougny, Romain and Van De Klundert, Merijn and
Van Haevermaet, Hans and Van Mechelen, Pierre and Van
Remortel, Nick and Van Spilbeeck, Alex and Abu Zeid, Shimaa
and Blekman, Freya and D'Hondt, Jorgen and Daci, Nadir and
De Bruyn, Isabelle and Deroover, Kevin and Heracleous,
Natalie and Keaveney, James and Lowette, Steven and
Moreels, Lieselotte and Olbrechts, Annik and Python,
Quentin and Strom, Derek and Tavernier, Stefaan and Van
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Gerrit Patrick and Van Parijs, Isis and Barria, Patrizia
and Caillol, Cécile and Clerbaux, Barbara and De
Lentdecker, Gilles and Delannoy, Hugo and Fasanella,
Giuseppe and Favart, Laurent and Gay, Arnaud and Grebenyuk,
Anastasia and Karapostoli, Georgia and Lenzi, Thomas and
Léonard, Alexandre and Maerschalk, Thierry and Marinov,
Andrey and Perniè, Luca and Randle-conde, Aidan and Reis,
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and Mueller, Ryan and Osipenkov, Ilya and Pakhotin, Yuriy
and Patel, Rishi and Perloff, Alexx and Roe, Jeffrey and
Rose, Anthony and Safonov, Alexei and Tatarinov, Aysen and
Ulmer, Keith and Akchurin, Nural and Cowden, Christopher
and Damgov, Jordan and Dragoiu, Cosmin and Dudero, Phillip
Russell and Faulkner, James and Kunori, Shuichi and
Lamichhane, Kamal and Lee, Sung Won and Libeiro, Terence
and Undleeb, Sonaina and Volobouev, Igor and Appelt, Eric
and Delannoy, Andrés G and Greene, Senta and Gurrola,
Alfredo and Janjam, Ravi and Johns, Willard and Maguire,
Charles and Mao, Yaxian and Melo, Andrew and Ni, Hong and
Sheldon, Paul and Snook, Benjamin and Tuo, Shengquan and
Velkovska, Julia and Xu, Qiao and Arenton, Michael Wayne
and Boutle, Sarah and Cox, Bradley and Francis, Brian and
Goodell, Joseph and Hirosky, Robert and Ledovskoy,
Alexander and Li, Hengne and Lin, Chuanzhe and Neu,
Christopher and Wolfe, Evan and Wood, John and Xia, Fan and
Clarke, Christopher and Harr, Robert and Karchin, Paul
Edmund and Kottachchi Kankanamge Don, Chamath and
Lamichhane, Pramod and Sturdy, Jared and Belknap, Donald
and Carlsmith, Duncan and Cepeda, Maria and Christian,
Allison and Dasu, Sridhara and Dodd, Laura and Duric, Senka
and Friis, Evan and Gomber, Bhawna and Hall-Wilton, Richard
and Herndon, Matthew and Hervé, Alain and Klabbers, Pamela
and Lanaro, Armando and Levine, Aaron and Long, Kenneth and
Loveless, Richard and Mohapatra, Ajit and Ojalvo, Isabel
and Perry, Thomas and Pierro, Giuseppe Antonio and Polese,
Giovanni and Ross, Ian and Ruggles, Tyler and Sarangi,
Tapas and Savin, Alexander and Sharma, Archana and Smith,
Nicholas and Smith, Wesley H and Taylor, Devin and Woods,
Nathaniel",
title = "{Angular analysis of the decay $ \mathrm{ B^0 \to K^{*0}
\mu^{+} \mu^{-} }$ from pp collisions at $\sqrt{s}= $ 8
TeV}",
journal = "Phys. Lett. B",
collaboration = "CMS Collaboration",
number = "CMS-BPH-13-010. CMS-BPH-13-010. CERN-PH-EP-2015-178",
volume = "753",
pages = "424. 25 p",
month = "Jul",
year = "2015",
reportNumber = "CMS-BPH-13-010",
url = "https://cds.cern.ch/record/2038750",
note = "Replaced with published version. Added journal reference",
doi = "10.1016/j.physletb.2015.12.020",
}
