Keyphrases
Interpretable Machine Learning
100%
Polymerization-induced Self-assembly
100%
Phase Prediction
100%
Training Data
60%
Phase Diagram
40%
Error Rate
40%
Surprisal
40%
Empirical Phase Diagram
40%
New Monomers
40%
Random Forest
20%
Training Model
20%
Specific Applications
20%
Data-driven Methods
20%
Publicly Available
20%
Best Model
20%
Performance Prediction
20%
Morphology-based
20%
Model Performance
20%
Evaluation Model
20%
Probabilistic Model
20%
Large Volume
20%
Phase Behavior
20%
Generalized Additive Model
20%
Error Estimates
20%
GitHub Repositories
20%
1-bit
20%
Cross-entropy Loss
20%
Low Variance
20%
Last Author
20%
Evaluation Codes
20%
In Silico Modeling
20%
Synthetic Routes
20%
Self-assembly
20%
Rule Ensemble
20%
Additive Rule
20%
Amphiphilic Block Copolymer
20%
Expected Cross Entropy
20%
Novel Monomer
20%
Self-assembly Morphologies
20%
Tree Ensembles
20%
Statistical Machine Learning Methods
20%
Variance Method
20%
Chemical Intuition
20%
Block Copolymer Self-assembly
20%
Computer Science
Training Data
100%
Prediction Phase
100%
Interpretable Machine Learning
100%
Case Study
50%
Random Decision Forest
50%
Design Experiment
50%
Performance Model
50%
Training Model
50%
Good Candidate
50%
Evaluation Models
50%
Prediction Performance
50%
Generalized Model
50%
Machine Learning
50%
Learning System
50%
Training Data Point
50%
Probabilistic Modeling
50%
Engineering
Learning System
100%
Polymerization
100%
Monomer
80%
Data Point
40%
Error Rate
40%
Random Forest
20%
Machine Learning Method
20%
Prediction Performance
20%
Design of Experiments
20%
Probabilistic Modeling
20%
Additive Model
20%
Earth and Planetary Sciences
Machine Learning
100%
Self Assembly
100%
Phase Diagrams
57%
Monomer
57%
Interpolation
14%
Design Experiment
14%
Block Copolymer
14%
Chemical Engineering
Learning System
100%
Polymerization
100%
Block Copolymer
20%
Material Science
Polymerization
100%
Self Assembly
100%
Block Copolymer
14%