Mr. Felipe Guzmán Profile

Felipe Guzmán

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Publications (2)

Proceedings Article | 30 August 2022 Poster + Paper

Exploration of convolutional neural networks to handle non-linearity estimation issues in pyramid wavefront sensors.

Camilo Weinberger, Felipe Guzmán, Jorge Tapia, Benoît Neichel, Esteban Vera

Proceedings Volume 12185, 1218588 (2022) https://doi.org/10.1117/12.2630099

KEYWORDS: Wavefront sensors, Telescopes, Convolutional neural networks, Neural networks, Adaptive optics

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Proceedings Article | 13 December 2020 Poster + Paper

Improved training for the deep learning wavefront sensor

Camilo Weinberger, Felipe Guzmán, Esteban Vera

Proceedings Volume 11448, 114484G (2020) https://doi.org/10.1117/12.2564199

KEYWORDS: Wavefront sensors, Point spread functions, Wavefronts, Facial recognition systems, Inverse optics, Modulation, Shape analysis, Inverse problems, Machine learning, Convolutional neural networks

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