Publicaciones en colaboración con investigadores/as de Durham University (19)

2022

  1. Deep learning wavefront reconstruction for collimated beams with experimental data

    Optics InfoBase Conference Papers

2020

  1. Atmospheric Tomography Using Convolutional Neural Networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Atmospheric Tomography Using Convolutional Neural Networks

    Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference: Guimarães, Portugal; November 4–6, 2020. Proceedings

  3. Wavefront prediction using artificial neural networks for open-loop adaptive optics

    Monthly Notices of the Royal Astronomical Society, Vol. 496, Núm. 1, pp. 456-464

2019

  1. Experience with artificial neural networks applied in multi-object adaptive optics

    Publications of the Astronomical Society of the Pacific, Vol. 131, Núm. 1004

  2. Projected Pupil Plane Pattern (PPPP) with artificial neural networks

    Monthly Notices of the Royal Astronomical Society, Vol. 487, Núm. 1, pp. 1480-1487

2018

  1. LGS alternative wave-front sensing: Projected Pupil Plane Pattern (PPPP)

    Proceedings of SPIE - The International Society for Optical Engineering

2017

  1. An approach using deep learning for tomographic reconstruction in solar observation

    Adaptive Optics for Extremely Large Telescopes, 2017 AO4ELT5

  2. Comparative study of neural network frameworks for the next generation of adaptive optics systems

    Sensors (Switzerland), Vol. 17, Núm. 6

2016

  1. Experience with wavefront sensor and deformable mirror interfaces for wide-field adaptive optics systems

    Monthly Notices of the Royal Astronomical Society, Vol. 459, Núm. 2, pp. 1350-1359

2014

  1. First on-sky results of a neural network based tomographic reconstructor: Carmen on Canary

    Proceedings of SPIE - The International Society for Optical Engineering

  2. Open-loop tomography with artificial neural networks on CANARY: On-sky results

    Monthly Notices of the Royal Astronomical Society, Vol. 441, Núm. 3, pp. 2508-2514

2013

  1. Multiple object adaptive optics: Mixed NGS/LGS tomography

    3rd AO4ELT Conference - Adaptive Optics for Extremely Large Telescopes

2012

  1. Tomographic reconstructor for multi-object adaptive optics using artificial neural networks

    Proceedings of SPIE - The International Society for Optical Engineering

  2. Using artificial neural networks for open-loop tomography

    Optics Express, Vol. 20, Núm. 3, pp. 2420-2434

2011

  1. Open-loop tomography using artificial nueral networks

    AO for ELT 2011 - 2nd International Conference on Adaptive Optics for Extremely Large Telescopes

2010

  1. Deformable mirror model for open-loop adaptive optics using multivariate adaptive regression splines

    Optics Express, Vol. 18, Núm. 7, pp. 6492-6505

  2. Deformable mirror models for open-loop adaptive optics using nonparametric estimation techniques

    Proceedings of SPIE - The International Society for Optical Engineering

  3. Modeling a MEMS deformable mirror using non-parametric estimation techniques

    Optics Express, Vol. 18, Núm. 20, pp. 21356-21369