Leveraging implicit knowledge in neural networks for functional dissection and engineering of proteins.
Julius Upmeier zu BelzenThore BürgelStefan HolderbachFelix BubeckLukás AdamCatharina GandorMarita KleinJan MathonyPauline PfudererLukas PlatzMoritz PrzybillaMax SchwendemannDaniel HeidMareike Daniela HoffmannMichael JendruschCarolin SchmelasMax WaldhauerIrina LehmannDominik NiopekRoland EilsPublished in: Nat. Mach. Intell. (2019)
Keyphrases
- implicit knowledge
- neural network
- domain knowledge
- explicit knowledge
- protein sequences
- medical records
- organizational learning
- artificial intelligence
- knowledge integration
- engineering design
- software engineering
- protein structure
- protein families
- health care
- information systems
- information retrieval
- data sets
- amino acids
- protein protein interactions
- information technology
- machine learning
- database