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Quesnel Maxime

Département d'astrophys., géophysique et océanographie (AGO) > PSILab

Montefiore Institute

STAR

See author's contact details
Main Referenced Co-authors
Absil, Olivier  (4)
Louppe, Gilles  (4)
Orban De Xivry, Gilles  (4)
Vanberg, P.-O. (1)
Main Referenced Keywords
Convolutional neural networks (2); Deep learning (2); focal plane wavefront sensing (2); phase retrieval (2); Adaptive optics (1);
Main Referenced Unit & Research Centers
STAR - Space sciences, Technologies and Astrophysics Research - ULiège [BE] (2)
Montefiore Institute - Montefiore Institute of Electrical Engineering and Computer Science - ULiège [BE] (1)
Main Referenced Disciplines
Space science, astronomy & astrophysics (4)
Computer science (1)

Publications (total 4)

The most downloaded
1537 downloads
Quesnel, M., Orban De Xivry, G., Louppe, G., & Absil, O. (2020). Deep learning-based focal plane wavefront sensing for classical and coronagraphic imaging. In L. Schreiber, D. Schmidt, ... E. Vernet, Adaptive Optics Systems VII (pp. 114481). Bellingham, WA, United States: SPIE. doi:10.1117/12.2562456 https://hdl.handle.net/2268/255364

The most cited

16 citations (Scopus®)

Orban De Xivry, G., Quesnel, M., Vanberg, P.-O., Absil, O., & Louppe, G. (09 June 2021). Focal plane wavefront sensing using machine learning: performance of convolutional neural networks compared to fundamental limits. Monthly Notices of the Royal Astronomical Society, 505 (4), 5702-5713. doi:10.1093/mnras/stab1634 https://hdl.handle.net/2268/262457

Quesnel, M., Orban De Xivry, G., Louppe, G., & Absil, O. (01 December 2022). A deep learning approach for focal-plane wavefront sensing using vortex phase diversity. Astronomy and Astrophysics, 668, 36. doi:10.1051/0004-6361/202143001
Peer Reviewed verified by ORBi

Quesnel, M., Orban De Xivry, G., Absil, O., & Louppe, G. (2022). A simulator-based autoencoder for focal plane wavefront sensing. In L. Schreiber, D. Schmidt, ... E. Vernet, Adaptive Optics Systems VIII (pp. 1218532). Bellingham, WA, United States: SPIE. doi:10.1117/12.2629476
Editorial reviewed

Orban De Xivry, G., Quesnel, M., Vanberg, P.-O., Absil, O., & Louppe, G. (09 June 2021). Focal plane wavefront sensing using machine learning: performance of convolutional neural networks compared to fundamental limits. Monthly Notices of the Royal Astronomical Society, 505 (4), 5702-5713. doi:10.1093/mnras/stab1634
Peer Reviewed verified by ORBi

Quesnel, M., Orban De Xivry, G., Louppe, G., & Absil, O. (2020). Deep learning-based focal plane wavefront sensing for classical and coronagraphic imaging. In L. Schreiber, D. Schmidt, ... E. Vernet, Adaptive Optics Systems VII (pp. 114481). Bellingham, WA, United States: SPIE. doi:10.1117/12.2562456

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