Physics-Embedded Machine Learning for Efficient Modeling of High-Frequency Circuits

Keyphrases

• Neural Network 100%
• Efficient Modeling 100%
• High Frequency Circuit 100%
• Embedded Machine Learning 100%
• Circuit Model 50%
• Eigenvalues 50%
• Training Set 50%
• Order of Accuracy 50%
• Physics Knowledge 50%
• Machine Learning Techniques 50%
• Electromagnetic Properties 50%
• Microwave Circuits 50%
• Lumped Equivalent Circuit 50%
• Traditional Neural Network 50%
• Analytical Extension 50%

Engineering

• Input Parameter 100%
• Eigenvalue 50%
• Equivalent Circuit 50%
• Electromagnetic Property 50%
• Microwave Circuit 50%
• Machine Learning Method 50%