Leveraging implicit knowledge in neural networks for functional dissection and engineering of proteins

Julius Upmeier zu Belzen, Thore Bürgel, Stefan Holderbach, Felix Bubeck, Lukás Adam, Catharina Gandor, Marita Klein, Jan Mathony, Pauline Pfuderer, Lukas Platz, Moritz Przybilla, Max Schwendemann, Daniel Heid, Mareike Daniela Hoffmann, Michael Jendrusch, Carolin Schmelas, Max Waldhauer, Irina Lehmann, Dominik Niopek, Roland Eils. Leveraging implicit knowledge in neural networks for functional dissection and engineering of proteins. Nat. Mach. Intell., 1(5):225-235, 2019. [doi]

@article{BelzenBHBAGKMPP19,
  title = {Leveraging implicit knowledge in neural networks for functional dissection and engineering of proteins},
  author = {Julius Upmeier zu Belzen and Thore Bürgel and Stefan Holderbach and Felix Bubeck and Lukás Adam and Catharina Gandor and Marita Klein and Jan Mathony and Pauline Pfuderer and Lukas Platz and Moritz Przybilla and Max Schwendemann and Daniel Heid and Mareike Daniela Hoffmann and Michael Jendrusch and Carolin Schmelas and Max Waldhauer and Irina Lehmann and Dominik Niopek and Roland Eils},
  year = {2019},
  doi = {10.1038/s42256-019-0049-9},
  url = {https://doi.org/10.1038/s42256-019-0049-9},
  researchr = {https://researchr.org/publication/BelzenBHBAGKMPP19},
  cites = {0},
  citedby = {0},
  journal = {Nat. Mach. Intell.},
  volume = {1},
  number = {5},
  pages = {225-235},
}