State-of-the-art Microwave Device Modeling enabled by Artificial Intelligence and Machine Learning

This talk reviews some powerful and practical Artificial Intelligence and Machine Learning (AI/ML) technologies for applications in traditional RF and Microwave design and beyond. After a very brief overview of the AI/ML landscape, we focus on Artificial Neural Networks (ANNs) and provide several key examples of modern ANN applications to electronic, electro-thermal, and electro-chemical device modeling and device characterization to illustrate the substantial benefits and generality of present techniques. The talk concludes with a discussion of the potential of AI/ML technologies to address and solve future challenging and important RF and Microwave design problems, e.g., for 6G.