Keyphrases
Substrate Specificity
100%
Machine Learning Techniques
100%
Protein Engineering
100%
2-Deoxy-D-ribose-5-phosphate Aldolase
100%
Engineering Learning
100%
Protein Machines
100%
Acetaldehyde
30%
Aldolase
30%
Formaldehyde
20%
Escherichia Coli
20%
Active Sites
10%
Novel Machine
10%
Aldehydes
10%
Substrate Preference
10%
Machine Learning Models
10%
Complex Structure
10%
Mutagenesis
10%
Engineering Approach
10%
3D Complex
10%
Amino Acid Substitution
10%
Specific Activity
10%
Glyceraldehyde-3-phosphate
10%
Improved Activity
10%
Donor Substrate
10%
Amino Acid Position
10%
Aldol Reaction
10%
Gaussian Feature Learning
10%
Donor Molecules
10%
Gaussian Process Learning
10%
Promiscuous Enzymes
10%
Addition Reaction
10%
Synthetic Utility
10%
INIS
substrates
100%
machine learning
100%
specificity
100%
aldolase
100%
phosphates
100%
protein engineering
100%
ribose
100%
acetaldehyde
25%
amino acids
16%
mutations
16%
formaldehyde
16%
enzymes
8%
molecules
8%
learning
8%
mutants
8%
escherichia coli
8%
utilities
8%
mutagenesis
8%
aldehydes
8%
gaussian processes
8%
deoxyribose
8%
aldolases
8%
Biochemistry, Genetics and Molecular Biology
Aldolase
100%
Ribose 5-Phosphate
100%
Enzyme Specificity
100%
Fructose-Bisphosphate Aldolase
100%
Protein Engineering
100%
Wild Type
16%
Amino Acids
16%
Escherichia coli
16%
Active Site
8%
Glyceraldehyde 3-Phosphate
8%
Mutagenesis
8%
Aldol Reaction
8%
Gaussian Distribution
8%
Enzyme
8%
Addition Reaction
8%
Deoxyribose
8%
Agricultural and Biological Sciences
Substrate Specificity
100%
Fructose-Bisphosphate Aldolase
100%
Protein Engineering
100%
Ribose
100%
Escherichia coli
16%
Glyceraldehyde 3-Phosphate
8%
Mutagenesis
8%
Chemistry
Substrate Specificity
100%
2-Deoxy-D-Ribose 5-Phosphate
100%
Donor
33%
Amino Acid
22%
5-Deoxyribose Phosphate
11%
Addition Reaction
11%
Gaussian Distribution
11%
Aldol Reaction
11%
Glyceraldehyde 3-Phosphate
11%
Aldehyde
11%