Charles Le Losq

IPGP

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.

news

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

selected publications

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

Bib HTML

@article{Le Losq_Baldoni_2023,
  title = {Machine learning modeling of the atomic structure and physical properties of alkali and alkaline-earth aluminosilicate glasses and melts},
  volume = {617},
  url = {https://www.sciencedirect.com/science/article/pii/S0022309323003472?dgcid=author},
  journal = {Journal of Non-Crystalline Solids},
  author = {Le Losq, Charles and Baldoni, Barbara},
  year = {2023},
}

Frontiers

Atomic structure and physical properties of peridotite glasses at 1 bar

Charles Le Losq, and Paolo A. Sossi

Frontiers in Earth Science 2023

Bib HTML

@article{Le Losq_Sossi_2023,
  title = {Atomic structure and physical properties of peridotite glasses at 1 bar},
  volume = {11},
  issn = {2296-6463},
  url = {https://www.frontiersin.org/articles/10.3389/feart.2023.1040750},
  journal = {Frontiers in Earth Science},
  author = {Le Losq, Charles and Sossi, Paolo A.},
  year = {2023},
}

CRG

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

Bib HTML

@article{Le Losq_Mysen_Cody_2022,
  title = {Water solution mechanism in calcium aluminosilicate glasses and melts: insights from in and ex situ Raman and 29 NMR spectroscopy},
  volume = {354},
  issn = {1778-7025},
  doi = {10.5802/crgeos.127},
  number = {S1},
  journal = {Comptes Rendus. Géoscience},
  author = {Le Losq, C. and Mysen, Bjorn O. and Cody, George D.},
  year = {2022},
  pages = {1–27},
}

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

Bib

@article{Miller_ONeill_Berry_Le Losq_2022,
  title = {Fractional crystallisation of eclogite during the birth of a Hawaiian Volcano},
  volume = {13},
  rights = {2022 The Author(s)},
  issn = {2041-1723},
  doi = {10.1038/s41467-022-30108-x},
  number = {11},
  journal = {Nature Communications},
  publisher = {Nature Publishing Group},
  author = {Miller, Laura A. and O’Neill, Hugh St C. and Berry, Andrew J. and Le Losq, Charles},
  year = {2022},
  month = may,
  pages = {2946},
  language = {en}
}

GCA

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

Bib HTML

@article{Le Losq_Valentine_Mysen_Neuville_2021,
  title = {Structure and properties of alkali aluminosilicate glasses and melts: Insights from deep learning},
  volume = {314},
  issn = {0016-7037},
  doi = {10.1016/j.gca.2021.08.023},
  journal = {Geochimica et Cosmochimica Acta},
  author = {Le Losq, C. and Valentine, Andrew P. and Mysen, Bjorn O. and Neuville, Daniel R.},
  year = {2021},
  month = dec,
  pages = {27–54},
  language = {en}
}