Size and temperature transferability of direct and local deep neural networks for atomic forces

Engineering & Materials Science

• Deep neural networks 100%
• Temperature 41%
• Deep learning 39%
• Sodium 15%
• Silicon 11%
• Aluminum 11%
• Machine learning 10%

Chemistry

• Error 77%
• Force 69%
• Sodium Atom 65%

Physics & Astronomy

• learning 48%
• temperature 30%
• scaling 20%
• performance 19%
• machine learning 18%
• sodium 13%
• aluminum 10%
• silicon 7%