Ms. Hannah Pinson Profile

Hannah Pinson

at Vrije Univ Brussel

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Publications (2)

Proceedings Article | 3 March 2022 Presentation + Paper

A physics-inspired approach to overcome oscillatory loss landscapes in the inverse design of optical components

Joeri Lenaerts, Hannah Pinson, Vincent Ginis

Proceedings Volume 12019, 120190O (2022) https://doi.org/10.1117/12.2609922

KEYWORDS: Neural networks, Optical design, Resonators, Reflectors, Optical components, Fourier transforms, Refraction, Optimization (mathematics), Nanophotonics

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Proceedings Article | 20 August 2020 Presentation

Deep learning the design of optical components

Joeri Lenaerts, Hannah Pinson, Vincent Ginis

Proceedings Volume 11469, 1146909 (2020) https://doi.org/10.1117/12.2568664

KEYWORDS: Optical components, Optical design, Neural networks, Scattering, Nanophotonics, Finite difference methods, Light scattering, Artificial neural networks, Refractive index, Network architectures

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