Keyphrases
Machine Learning
100%
Glass Transition Temperature
100%
Simple Machine
100%
Simplified Molecular-Input Line-Entry System
66%
Least Squares Support Vector Regression (LSSVR)
33%
K-nearest
33%
Natural Language Processing
33%
R2 Value
33%
Artificial Neural Network Model
33%
Training Time
33%
Polymer Materials
33%
Neighborhood Support
33%
XGB Model
33%
One-hot Encoding
33%
Differential Scanning Calorimetry
16%
Industrial Application
16%
Machine Learning Models
16%
Artificial Neural Network
16%
High Stability
16%
Predictive Models
16%
Model Performance
16%
Recurrent Neural Network
16%
Reliability Prediction
16%
Curse of Dimensionality
16%
Extreme Gradient Boosting(XGBoost)
16%
Encoding Method
16%
Model Accuracy
16%
Temperature Value
16%
Compound Structure
16%
Numerical Data
16%
Regression Neural Network
16%
Temperature Prediction
16%
Fast Training
16%
Model Making
16%
Conversion Method
16%
Model Generalization
16%
Model Robustness
16%
Dynamic Mechanical Analysis
16%
Polymer Properties
16%
Exceptional Mechanical Properties
16%
Short Training
16%
Operational Failure
16%
Conversion Model
16%
Improving Model
16%
Prediction Deviation
16%
Stability Training
16%
System Descriptors
16%
System Conversion
16%
Engineering
Polymer Material
100%
Natural Language Processing
100%
Artificial Neural Network Model
100%
Support Vector Machine
100%
Learning System
100%
Nearest Neighbor
100%
Dimensionality
50%
Limitations
50%
Model Parameter
50%
Industrial Applications
50%
Numerical Data
50%
Additional Feature
50%
System Input
50%
Encoding Method
50%
Artificial Neural Network
50%
Reliability Prediction
50%
Recurrent Neural Network
50%
Dynamic Mechanical Analysis
50%
INIS
glass
100%
polymers
100%
prediction
100%
transition temperature
100%
machine learning
100%
neural networks
66%
values
50%
vectors
33%
applications
33%
processing
33%
natural language
33%
comparative evaluations
16%
design
16%
dynamics
16%
stability
16%
randomness
16%
mechanical properties
16%
performance
16%
data
16%
failures
16%
efficiency
16%
optimization
16%
validation
16%
accuracy
16%
reliability
16%
conversion
16%
calorimetry
16%
numerical data
16%
Chemical Engineering
Learning System
100%
Neural Network
100%
Support Vector Machine
66%
Recurrent Neural Network
33%
Differential Scanning Calorimetry
33%
Material Science
Glass Transition Temperature
100%
Differential Scanning Calorimetry
16%
Dynamic Mechanical Analysis
16%
Polymer Property
16%