%%%%%%%%%%%%%%%% README %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Place the BIBTeX entry in the right category 
% 
% BIBTeX labels:  {SurnameYear}, as in Albertsson2018
% Capitalized words in titles must be placed in {...}, as in:
%                       title = {Beyond the proton drip line: {Bayesian} analysis}
% Journal abbreviations:should be done according to the ISO4 standard:
%                       https://academic-accelerator.com/Journal-Abbreviation/System
% doi - include if possible
% url - include if possible
% do not include: abstract; eprint data, report numbers  for published papers;


%%%%%%%%%%%%%%%%%  Published scientific articles  %%%%%%%%%%%%%%%%%%%


@article{Cristoforetti:2012su,
    author = "Cristoforetti, Marco and Di Renzo, Francesco and Scorzato, Luigi",
    collaboration = "AuroraScience",
    title = "{New approach to the sign problem in quantum field theories: High density QCD on a Lefschetz thimble}",
    doi = "10.1103/PhysRevD.86.074506",
    journal = "Phys. Rev. D",
    volume = "86",
    pages = "074506",
    year = "2012"
}


%%%%%%%%%%%%%%%%%  Books  %%%%%%%%%%%%%%%%%%%

@book{Goodfellow2016,
author ={Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron},
title = {Deep Learning},
publisher = {The MIT Press, Cambridge, Massachusetts},
year = {2016}
}

@book{Bishop2006,
author = {Bishop, Christopher M.},
title = {Pattern Recognition and Machine Learning},
year = {2006},
publisher = {Springer Verlag, Berlin}
}

@book{Hastie2009,
  author = {Hastie, Trevor and Tibshirani, Robert and Friedman, Jerome},
  publisher = {Springer Verlag, Berlin},
  title = {The Elements of Statistical Learning: Data Mining, Inference and Prediction},
  year = {2009}
}


@book{Murphy2012,
author = {Murphy, Kevin P.},
title = {Machine Learning: A Probabilistic Perspective},
year = {2012},
publisher = {The MIT Press, Cambdridge, Massachusetts}
}

@book{Schuld2018,
author = {Schuld, Maria and Petruccione, Francesco},
title = {Supervised Learning with Quantum Computers},
year = {2018},
publisher = {Springer Verlag, Berlin}
}


@book{Burkard2012, 
    author = {R.E. Burkard and M. Dell'Amico and S. Martello},
    title = {Assignment Problems},
    publisher = {SIAM, Philadelphia, USA},
    year = {2012}
}    

@BOOK{NAS-Models2012,
  author    = "{National Research Council}",
  title     = "Assessing the Reliability of Complex Models: Mathematical and Statistical Foundations of Verification, Validation, and Uncertainty Quantification",
  isbn      = "978-0-309-25634-6",
  doi       = "10.17226/13395",
  url       = "https://www.nap.edu/catalog/13395/assessing-the-reliability-of-complex-models-mathematical-and-statistical-foundations",
  year      = 2012,
  publisher = "The National Academies Press",
  address   = "Washington, DC"
}

%%%%%%%%%%%%%%%%%  REPORTS and THESES %%%%%%%%%%%%%%%%%%%

@techreport{Young2009,
  title = {Scientific grand challenges: forefront questions in nuclear science and the role of computing at the extreme scale},
  author = {Young, G. and Dean, D.J. and Savage, M.J.},
  year = {2009},
  address = {{Washington, D.C.}},
  institution = {U.S. Department of Energy},
  url="https://science.osti.gov/-/media/ascr/pdf/program-documents/docs/Np_report.pdf"
}



@phdthesis{Bradt2017,
author = {Bradt, Joshua William},
school = {Michigan State University},
title = {{Measurement of isobaric analogue resonances of 47Ar with the active target time projection chamber}},
URL={http://publications.nscl.msu.edu/thesis/\%20Brandt_2017_5279.pdf},
year = {2017}
}


%%%%%%%%%%%%%%%%%  Preprints %%%%%%%%%%%%%%%%%%%%%%%%%

@misc{pescia2021,
      title={Neural-Network Quantum States for Periodic Systems in Continuous Space}, 
      author={Gabriel Pescia and Jiequn Han and Alessandro Lovato and Jianfeng Lu and Giuseppe Carleo},
      year={2021},
      eprint={2112.11957},
      archivePrefix={arXiv},
      primaryClass={quant-ph}
}


%%%%%%%%%%%%%%%%%  Conference proceedings  %%%%%%%%%%%%%%%%%%%%%%%%%

@inproceedings{Chen:2021jey,
    author = "Chen, Shi-Yang and Ding, Heng-Tong and Liu, Fei-Yi and Papp, Gabor and Yang, Chun-Bin",
    title = "{Machine learning Hadron Spectral Functions in Lattice QCD}",
    eprint = "2112.00460",
    archivePrefix = "arXiv",
    primaryClass = "hep-lat",
    month = "12",
    year = "2021"
}