h-Analysis and data-parallel physics-informed neural networks

INIS

• data 100%
• neural networks 100%
• physics 100%
• machine learning 50%
• acceleration 50%
• architecture 16%
• applications 16%
• processing 16%
• range 16%
• convergence 16%
• simulation 16%
• increasing 16%
• trains 16%
• units 16%
• errors 16%
• nonlinear problems 16%

Computer Science

• Physics-Informed Neural Network 100%
• High Throughput 33%
• Training Point 33%
• Sophisticated Application 33%
• Machine Learning Scheme 33%
• Linear Operator 33%
• Generalization Error 33%
• World Simulation 33%
• Graphics Processing Unit 33%
• Machine Learning Model 33%

Keyphrases

• Parallel Physics-informed Neural Networks 100%
• Novel Protocols 33%
• Generic Scale 33%
• Highly Controllable 33%