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  • Code example: Wiener filter
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NIFTy-related publications#

@article{asclnifty5,
  title={NIFTy5: Numerical Information Field Theory v5},
  author={Arras, Philipp and Baltac, Mihai and Ensslin, Torsten A and Frank, Philipp and Hutschenreuter, Sebastian and Knollmueller, Jakob and Leike, Reimar and Newrzella, Max-Niklas and Platz, Lukas and Reinecke, Martin and others},
  journal={Astrophysics Source Code Library},
  year={2019}
  }
@software{nifty,
  author = {{Martin Reinecke, Theo Steininger, Marco Selig}},
  title = {NIFTy -- Numerical Information Field TheorY},
  url = {https://gitlab.mpcdf.mpg.de/ift/NIFTy},
  version = {nifty7},
  date = {2018-04-05},
  }
@article{nifty1,
  author = {{Selig}, M. and {Bell}, M.~R. and {Junklewitz}, H. and {Oppermann}, N. and {Reinecke}, M. and {Greiner}, M. and {Pachajoa}, C. and {En{ss}lin}, T.~A.},
  title = "{NIFTY - Numerical Information Field Theory. A versatile PYTHON library for signal inference}",
  journal = {aap},
  archivePrefix = "arXiv",
  eprint = {1301.4499},
  primaryClass = "astro-ph.IM",
  keywords = {methods: data analysis, methods: numerical, methods: statistical, techniques: image processing},
  year = 2013,
  month = jun,
  volume = 554,
  eid = {A26},
  pages = {A26},
  doi = {10.1051/0004-6361/201321236},
  adsurl = {http://cdsads.u-strasbg.fr/abs/2013A%26A...554A..26S},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System}
  }
@article{nifty3,
  author = {{Steininger}, T. and {Dixit}, J. and {Frank}, P. and {Greiner}, M. and {Hutschenreuter}, S. and {Knollm{"u}ller}, J. and {Leike}, R. and {Porqueres}, N. and {Pumpe}, D. and {Reinecke}, M. and {{v S}raml}, M. and {Varady}, C. and {En{ss}lin}, T.},
  title = "{NIFTy 3 - Numerical Information Field Theory - A Python framework for multicomponent signal inference on HPC clusters}",
  journal = {ArXiv e-prints},
  archivePrefix = "arXiv",
  eprint = {1708.01073},
  primaryClass = "astro-ph.IM",
  keywords = {Astrophysics - Instrumentation and Methods for Astrophysics},
  year = 2017,
  month = aug,
  adsurl = {http://cdsads.u-strasbg.fr/abs/2017arXiv170801073S},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System}
  }
@article{geovi,
  author = {Frank, Philipp and Leike, Reimar and Enßlin, Torsten A.},
  title = {Geometric Variational Inference},
  journal = {Entropy},
  volume = {23},
  year = {2021},
  number = {7},
  article-number = {853},
  url = {https://www.mdpi.com/1099-4300/23/7/853},
  issn = {1099-4300},
  doi = {10.3390/e23070853}
  }

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