Role of Machine Learning in Rapid Modeling of RF Devices: VO2 RF Switch Modeling as a Case Study

Engineering

• Artificial Neural Network 100%
• Good Performance 33%
• Input Multi 33%
• Scattering Parameters 33%
• Design Time 33%
• Microwave Devices 33%
• Feedforward 33%
• Geometric Dimension 33%
• Demonstrates 33%
• Metrics 33%
• Machine Learning Technique 33%
• Regularization 33%
• Mean Square Error 33%
• Computer Aided Design 33%
• Behavioral Model 33%

Chemical Engineering

• Learning System 100%
• Neural Network 60%
• Scalability 20%

Keyphrases

• Bandwidth-reconfigurable 25%
• Accuracy Scalability 25%
• Real-time Design 25%