Viscosity in water from first-principles and deep-neural-network simulations

Mathematics

• Network Simulation 100%
• First-principles 78%
• Water 60%
• Neural Networks 56%
• Viscosity 56%
• Molecular Dynamics 54%
• Melting 53%
• Prediction 32%
• Shear Viscosity 31%
• Density Functional Theory 29%
• Linear Response 28%
• Imperfect 22%
• Liquid 19%
• Data analysis 18%
• Experiment 15%
• Necessary 13%
• Line 13%
• Simulation 12%

Engineering & Materials Science

• Molecular dynamics 67%
• Deep neural networks 58%
• Melting 57%
• Viscosity 48%
• Statistical Data Interpretation 45%
• Density functional theory 45%
• Viscosity of liquids 43%
• Shear viscosity 42%
• Water 32%
• Neural networks 18%
• Temperature 12%
• Experiments 10%

Chemical Compounds

• Melting 52%
• Molecular Dynamics 44%
• Cope Reaction 39%
• Simulation 38%
• Shear 27%
• Error 22%
• Density Functional Theory 18%
• Time 10%