Publications
You can also find my most recent articles on my Google Scholar profile.
Last updated on August 2026
Scientific Articles
Automatic Crater Classification Using a Deep-learning-based Pipeline
JGR Machine Learning and Computation, Aug 2026
DOI Full text
Cite
@Article{Martinez2026,
author = {L. Martinez and F. Andrieu and F. Schmidt and M. S. Bentley},
title = {Automatic Crater Classification Using a Deep-learning-based Pipeline},
journal = {JGR Machine Learning and Computation},
year = {2026},
month = aug,
doi = {10.1029/2025JH000737},
publisher = {Wiley},
}Published under CC BY NC 4.0
Robust automatic crater detection at all latitudes on Mars with Deep-learning
Planetary and Space Science, Jun 2025
DOI
Cite
@Article{Martinez2025,
author = {L. Martinez and F. Andrieu and F. Schmidt and H. Talbot and M. S. Bentley},
title = {Robust automatic crater detection at all latitudes on Mars with Deep-learning},
journal = {Planetary and Space Science},
year = {2025},
month = jun,
doi = {10.1016/j.pss.2025.106053},
publisher = {Elsevier},
}More to come…
Understanding the Structure of the Regolith at the Reiner Gamma and Mare Ingenii Lunar Swirls via the Morphology of Impact Craters
Planetary Science Journal, Jun 2026
Cite
@Inproceedings{Lemelin2026,
author = {M. Lemelin and L. Martinez and G. Calas and A. Lagneaux and M. Roy and V. T. Bickel and G. Belleau-Magnat and F. Diotte and D. Blewett},
title = {Understanding the Structure of the Regolith at the Reiner Gamma and Mare
Ingenii Lunar Swirls via the Morphology of Impact Craters},
journal = {Planetary Science Journal},
year = {2026},
month = jun,
}A gigantic flow on Mars revealed by the Zhurong rover
Astronomy \& Astrophysics, 2026
Cite
@Inproceedings{Zhang2026Zhurong,
author = {Z. Zhang and F. Schmidt and A. S{\'e}journ{\'e} and A. Saintenoy and E. Brighi and V. Ciarletti and F. Costard and S. Dai and A. Le Gall and X. Gao and E. L{\'e}ger and S. Liu and H. Massol and L. Martinez and N. Oudart and W. Yan and X. Zeng and Y. Su},
title = {A gigantic flow on {Mars} revealed by the {Zhurong} rover},
journal = {Astronomy \& Astrophysics},
year = {2026},
}Thesis
AC/DC: Automatic Crater Detection and Characterization
PhD thesis, Université Paris-Saclay, 2025
