Neural networks in microwave circuit design?beyond black-box models (invited article)

Neural networks were developed into a computer-aided approach designing microwave circuits. Researchers replaced device models with faster neural network models in microwave design, however, other ingredients of the design process remain unchanged. Our research explored two neural network applications that extended the role of neural networks beyond being black-box models.