Front Matter -- Introduction to AI-Based Regression and Classification. Introduction to Neural Networks / Isha Garg, Kaushik Roy -- Overview of Recent Advancements in Deep Learning and Artificial Intelligence / Vijaykrishnan Narayanan, Yu Cao, Priyadarshini Panda, Nagadastagiri Reddy Challapalle, Xiaocong Du, Youngeun Kim, Gokul Krishnan, Chonghan Lee, Yuhang Li, Jingbo Sun, Yeshwanth Venkatesha, Zhenyu Wang, Yi Zheng -- Advancing Electromagnetic Inverse Design with Machine Learning. Breaking the Curse of Dimensionality in Electromagnetics Design Through Optimization Empowered by Machine Learning / N Anselmi, G Oliveri, L Poli, A Polo, P Rocca, M Salucci, A Massa -- Artificial Neural Networks for Parametric Electromagnetic Modeling and Optimization / Feng Feng, Weicong Na, Jing Jin, Qi-Jun Zhang -- Advanced Neural Networks for Electromagnetic Modeling and Design / Bing-Zhong Wang, Li-Ye Xiao, Wei Shao -- Deep Learning for Metasurface Design. Generative Machine Learning for Photonic Design / Dayu Zhu, Zhaocheng Liu, Wenshan Cai -- Machine Learning Advances in Computational Electromagnetics / Robert Lupoiu, Jonathan A Fan -- Design of Nanofabrication-Robust Metasurfaces Through Deep Learning-Augmented Multiobjective Optimization / Ronald P Jenkins, Sawyer D Campbell, Douglas H Werner -- Machine Learning for Metasurfaces Design and Their Applications / Kumar Vijay Mishra, Ahmet M Elbir, Amir I Zaghloul -- RF, Antenna, Inverse-Scattering, and Other EM Applications of Deep Learning. Deep Learning for Metasurfaces and Metasurfaces for Deep Learning / Clayton Fowler, Sensong An, Bowen Zheng, Hualiang Zhang -- Forward and Inverse Design of Artificial Electromagnetic Materials / Jordan M Malof, Simiao Ren, Willie J Padilla -- Machine Learning-Assisted Optimization and Its Application to Antenna and Array Designs / Qi Wu, Haiming Wang, Wei Hong -- Analysis of Uniform and Non-uniform Antenna Arrays Using Kernel Methods / Manel Martínez-Ramón, José Luis Rojo Álvarez, Arjun Gupta, Christos Christodoulou -- Knowledge-Based Globalized Optimization of High-Frequency Structures Using Inverse Surrogates / Anna Pietrenko-Dabrowska, Slawomir Koziel -- Deep Learning for High Contrast Inverse Scattering of Electrically Large Structures / Qing Liu, Li-Ye Xiao, Rong-Han Hong, Hao-Jie Hu -- Radar Target Classification Using Deep Learning / Youngwook Kim -- Koopman Autoencoders for Reduced-Order Modeling of Kinetic Plasmas / Indranil Nayak, Mrinal Kumar, Fernando L Teixeira -- Index -- IEEE PRESS SERIES ON ELECTROMAGNETIC WAVE THEORY