A Deep Learning Convolutional Neural Network for Antenna Near-Field Prediction and Surrogate Modeling
This study investigates the use of deep learning techniques for building a generalized surrogate model that can accurately and very efficiently predict antenna performance parameters.Notably, we focus on applications where a substantial amount of simulation time is required and prior data is available for deep learning use.Specifically, for these a