Improved Training of Physics-Informed Neural Networks with Model Ensembles

Physics

• Neural Network 100%
• Physics 77%
• Expansion 33%
• Intervals 22%
• Flexibility 22%
• Performance 11%
• Targets 11%
• Learning 11%
• Domains 11%
• Adaptation 11%
• Position (Location) 11%
• Contrast 11%
• Algorithms 11%
• Operators (Mathematics) 11%

Computer Science

• Models 100%
• Physics-Informed Neural Network 100%
• Algorithms 37%
• Computing 12%
• Domains 12%
• Initial Condition 12%
• Partial Differential Equation 12%
• Neural Network Model 12%
• Artificial Neural Networks 12%
• Neural Network Training 12%