Charles Le Losq

Maître de Conférences at IPGP, Université Paris Cité



1 rue Jussieu

Paris, F-75005 France

I am a geoscientist passionate about magmatism, volcanology, geochemistry, and machine learning.

Since 2019, I work as a Maître de Conférences (Assistant Professor) at IPGP in Paris, France, on various questions related to those themes.

In addition to those, I also am interested in computer programming, optimisation and machine learning, and their use to solve problems related to volcanic systems and the Earth.


Jul 10, 2023 :sparkles: New paper out in JNCS presenting i-Melt V2 :sparkles: see Publications
Jun 21, 2023 :sparkles: arXiv preprint on i-Melt V2 :sparkles: see Publications and check github
Mar 20, 2023 :sparkles: Check our paper on peridotite melt properties and magma oceans :sparkles: see Publications
Jul 30, 2022 Check our Medium post for info about i-Melt :smile:

selected publications

  1. JNCS
    Machine learning modeling of the atomic structure and physical properties of alkali and alkaline-earth aluminosilicate glasses and melts
    Charles Le Losq, and Barbara Baldoni
    Journal of Non-Crystalline Solids 2023
  2. Frontiers
    Atomic structure and physical properties of peridotite glasses at 1 bar
    Charles Le Losq, and Paolo A. Sossi
    Frontiers in Earth Science 2023
  3. Water solution mechanism in calcium aluminosilicate glasses and melts: insights from in and ex situ Raman and 29 NMR spectroscopy
    C. Le Losq, Bjorn O. Mysen, and George D. Cody
    Comptes Rendus. Géoscience 2022
  4. Nat. Com.
    Fractional crystallisation of eclogite during the birth of a Hawaiian Volcano
    Laura A. Miller, Hugh St C. O’Neill, Andrew J. Berry, and 1 more author
    Nature Communications May 2022
  5. Structure and properties of alkali aluminosilicate glasses and melts: Insights from deep learning
    C. Le Losq, Andrew P. Valentine, Bjorn O. Mysen, and 1 more author
    Geochimica et Cosmochimica Acta Dec 2021