Design Optimization of Magnetic Material Distribution by Using Encoder-Decoder with Additive Mixing for Design Conditions

Mathematics

• Encoder 100%
• Design 46%
• Permanent Magnet 40%
• Optimization 37%
• Circuit Design 37%
• Level Set Method 34%
• Process Optimization 33%
• Memory Term 32%
• Parameter Design 32%
• Network Structure 31%
• High Speed 30%
• Optimization Methods 26%
• Training 26%
• Neural Networks 23%
• Learning 22%
• Evaluate 19%
• Necessary 16%
• Model 8%

Engineering & Materials Science

• Magnetic materials 94%
• Gradient methods 22%
• Magnetic circuits 22%
• Long short-term memory 21%
• Convolutional neural networks 17%
• Deep learning 16%
• Permanent magnets 16%
• Set theory 12%