Predicting the B-H Loops of Power Magnetics with Transformer-based Encoder-Projector-Decoder Neural Network Architecture

Engineering

• Neural Network Architecture 100%
• Circuit Simulation 50%
• Hysteresis Loop 50%
• Flux Density 50%
• Magnetic Field Strength 50%
• Core Loss 50%

Keyphrases

• Transformer Encoder 66%
• Density Excitation 33%
• Transformer Neural Network 33%

Chemical Engineering

• Neural Network 100%