KEYNOTE: The Role of AI in Device Modeling and Characterization

I will begin by comparing AI with commonly used terms such as Data Science and Machine Learning and will follow that with an overview of current AI methods. This will include examples of AI usage in DC and small-signal modeling and characterization. I will also point out the increasing usage of ANN as a modeling tool in common EDA platforms such as Keysight Advanced Design System (ADS) and the use of open-source Machine Learning (ML) platforms for creating Deep Neural Network (DNN). I will conclude by providing insights into what could be happening in the future.