On-the-fly Prediction of Protein Hydration Densities and Free Energies using Deep Learning.
Ahmadreza GhanbarpourAmr H. MahmoudMarkus A. LillPublished in: CoRR (2020)
Keyphrases
- deep learning
- subcellular localization
- unsupervised learning
- contact map
- unsupervised feature learning
- machine learning
- protein structure
- deep architectures
- energy function
- mental models
- higher order
- protein sequences
- natural images
- amino acids
- graph cuts
- online learning
- markov random field
- object detection
- learning algorithm