Dr. Eric S. Harper Profile

Dr. Eric S. Harper

at AFRL

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Publications (2)

Proceedings Article | 27 May 2022 Presentation + Paper

Switchable metasurfaces from phase change materials designed with machine learning

Joshua Burrow, Andre Van Rynbach, Piyush Shah, Jonathan Thompson, Jonathan Slagle, Matthew Mills, Ray Secondo, Mulaine Shih, John Demis, Ning Cao, Eric Harper, Imad Agha

Proceedings Volume 12103, 121030A (2022) https://doi.org/10.1117/12.2618630

KEYWORDS: Mirrors, Semiconducting wafers, Deep ultraviolet, Transmittance, Crystals, Photoresist materials, Lithography, Fabrication, Machine learning, FT-IR spectroscopy

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Proceedings Article | 20 August 2020 Presentation + Paper

Bayesian optimization of neural networks for the inverse design of all-dielectric metasurfaces

Eric Harper, Matthew Mills

Proceedings Volume 11469, 1146912 (2020) https://doi.org/10.1117/12.2567754

KEYWORDS: Network architectures, Neural networks, Optimization (mathematics), Silicon, Metamaterials, Maxwell's equations, Statistical analysis, Clouds, Binary data

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