Prof. Mario Martin Profile

Prof. Mario Martin

at Univ. Politècnica de Catalunya

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Author

Publications (3)

Proceedings Article | 25 July 2024 Presentation + Paper

Integrating deep neural networks with COSMIC for real-time control

B. Pou, F. Ferreira, E. Quinones, M. Martin, D. Gratadour

Proceedings Volume 13101, 131010P (2024) https://doi.org/10.1117/12.3019710

KEYWORDS: Neural networks, Adaptive optics, Wavefront sensors, Machine learning, Tunable filters, Simulations, Real-time computing

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Proceedings Article | 30 August 2022 Presentation + Paper

Model-free reinforcement learning with a non-linear reconstructor for closed-loop adaptive optics control with a pyramid wavefront sensor

B. Pou, J. Smith, E. Quinones, M. Martin, D. Gratadour

Proceedings Volume 12185, 121852U (2022) https://doi.org/10.1117/12.2627849

KEYWORDS: Adaptive optics, Wavefront sensors, Neural networks, Telescopes, Machine learning

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Proceedings Article | 13 December 2020 Poster + Paper

Denoising wavefront sensor images with deep neural networks

B. Pou, E. Quiñones, D. Gratadour, M. Martin

Proceedings Volume 11448, 114484J (2020) https://doi.org/10.1117/12.2576242

KEYWORDS: Adaptive optics, Adaptive control, Wavefront sensors, Telescopes, Nonlinear control, Mirrors, Device simulation, Deformable mirrors, Atmospheric turbulence, Astronomy

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