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

L. Martinez, F. Andrieu, F. Schmidt, M. S. Bentley

JGR Machine Learning and Computation, Aug 2026

Published under CC BY NC 4.0

Robust automatic crater detection at all latitudes on Mars with Deep-learning

L. Martinez, F. Andrieu, F. Schmidt, H. Talbot, M. S. Bentley

Planetary and Space Science, Jun 2025

More to come…

Understanding the Structure of the Regolith at the Reiner Gamma and Mare Ingenii Lunar Swirls via the Morphology of Impact Craters

M. Lemelin, L. Martinez, G. Calas, A. Lagneaux, M. Roy, V. T. Bickel, G. Belleau-Magnat, F. Diotte, D. Blewett

Planetary Science Journal, Jun 2026

A gigantic flow on Mars revealed by the Zhurong rover

Z. Zhang, F. Schmidt, A. Séjourné, A. Saintenoy, E. Brighi, V. Ciarletti, F. Costard, S. Dai, A. Le Gall, X. Gao, E. Léger, S. Liu, H. Massol, L. Martinez, N. Oudart, W. Yan, X. Zeng, Y. Su

Astronomy \& Astrophysics, 2026

Thesis

AC/DC: Automatic Crater Detection and Characterization

L. Martinez

PhD thesis, Université Paris-Saclay, 2025