ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering.
Yiqing ShenOutongyi LvHouying ZhuYu Guang WangPublished in: AIME (1) (2024)
Keyphrases
- domain knowledge
- engineering design
- protein structure
- software engineering
- domain ontology
- artificial intelligence
- molecular dynamics
- computer science
- background knowledge
- protein sequences
- subcellular localization
- biological knowledge
- electrical engineering
- protein structure prediction
- drug discovery
- personal information
- knowledge sources
- design process
- domain theory
- amino acids
- protein folding
- engineering problems
- explicit knowledge
- domain experts
- predicting protein
- protein interaction data
- mass spectrometry data
- learning algorithm