High-throughput screening of tribological properties of monolayer films using molecular dynamics and machine learning

INIS

• screening 100%
• molecular dynamics method 100%
• films 100%
• machine learning 100%
• simulation 40%
• design 30%
• chemistry 30%
• space 20%
• speed 20%
• data 10%
• tools 10%
• randomness 10%
• comparative evaluations 10%
• layers 10%
• molecules 10%
• learning 10%
• nanostructures 10%
• devices 10%
• trains 10%
• friction 10%
• wear 10%
• ethylene 10%
• forests 10%
• screens 10%
• libraries 10%

Material Science

• Monolayers 100%
• Film 100%
• Molecular Simulation 10%