Discovery of New Plasmonic Metals via High-Throughput Machine Learning

Keyphrases

• Optical Properties 100%
• High-throughput 100%
• Density Functional Theory 100%
• Plasmonics 100%
• Machine Learning 100%
• Plasmonic Metal 100%
• First-principles Method 50%
• Electronic Structure 50%
• Optical Field 50%
• Training Set 50%
• Intraband Transition 50%
• Material Selection 50%
• Interband 50%
• High Computational Cost 50%
• Low Loss 50%
• Computational Data 50%
• Collective Oscillations 50%
• Selection Problem 50%
• Drude Model 50%
• Online Database 50%
• Chemical Formula 50%
• Dmitri Mendeleev 50%
• Random Forest Regressor 50%
• Materials Project 50%

Engineering

• Plasmonics 100%
• Learning System 100%
• Q Factor 50%
• Nanoscale 25%
• Computational Cost 25%
• Optical Field 25%
• Random Forest 25%
• Regressors 25%
• Chemical Formula 25%
• Material Selection Problem 25%
• Electronic State 25%

Material Science

• Density 100%
• Optical Property 100%
• First Principle Simulation 50%
• Material Selection 50%