A machine learning workflow for molecular analysis: Application to melting points

Keyphrases

• Analysis Application 100%
• Analysis Workflow 50%
• Clustering Algorithm 16%
• Computational Tools 16%
• Dataset Generation 16%
• Graph-based 16%
• High Performance 16%
• Low Bias 16%
• Machine Learning Workflow 100%
• Molecular Analysis 100%
• Molecular Data 16%
• Molecular Design 33%
• Molecular Embedding 16%
• Molecular Featurization 16%
• Molecular Generation 16%
• Molecular Prediction 16%
• Molecular Property Prediction 16%
• Molecule Property Prediction 16%
• Molecule Structure 16%
• Performance Regression 16%
• Prediction Analysis 16%
• Prediction Problems 16%
• Regression Model 16%
• Selfie 16%
• Semi-supervised Variational Autoencoder 16%
• Single Molecule 16%
• Supervised Machine Learning 16%
• Uncertainty Analysis 16%
• Unsupervised Machine Learning Techniques 16%

Chemical Engineering

• Learning System 100%
• Molecular Design 100%