Proximal Exploration for Model-guided Protein Sequence Design

Keyphrases

• Model-guided 100%
• Protein Sequence Design 100%
• Biological Function 33%
• In Silico 33%
• Recent Advances 33%
• Protein Engineering 33%
• Lower Order 33%
• Function Model 33%
• Protein Sequence 33%
• Design Task 33%
• Protein Landscape 33%
• Sampling Efficiency 33%
• Machine Learning 33%
• Sequence of Functions 33%
• Lab Experiment 33%
• Evolutionary Search 33%
• Sequence Design 33%
• Natural Properties 33%
• Type Sequences 33%
• Baseline Algorithm 33%
• Specialized Model 33%
• Model Driven Architecture 33%
• Mutational Effects 33%
• Exploration Algorithms 33%
• Guided Evolution 33%

Computer Science

• Amino Acid Sequence 100%
• Model Architecture 33%
• Fitness Landscape 33%
• Machine Learning 33%
• Learning System 33%

Biochemistry, Genetics and Molecular Biology

• Peptide Sequence 100%
• Biological Functions 33%
• Protein Engineering 33%
• Wild Type 33%