Browsing by Author "Van Wyk, Hans-Werner"

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Numerical Modeling of Electromagnetic Wave Scattering by Layered Random Surfaces

Ulmer, Kelsey (2020-12-01)

We present an efficient numerical method for modeling the scattering of electromagnetic fields by a multiply layered medium with random interfaces. We propose a combination of the Monte Carlo-Transformed Field Expansion ...

Understanding and Improving Computer Vision and Spatiotemporal Deep Neural Networks

Alcorn, Michael (2021-07-19)

Deep neural networks are increasingly being used to solve a wide range of machine learning tasks. In this dissertation, I discuss several research projects I have worked on at Auburn with the goal of understanding and ...