Maxime SOARES CORREIA

Geology Master's Student at IPGP, Université Paris-Cité

photo_cotentin_marteau.jpg

I am a geologist passionate about volcanology, tectonics, planetology, and the application of machine learning in geosciences.

I am currently pursuing a Master’s degree in Geology at the Institut de Physique du Globe de Paris (IPGP), where I explore how computational methods and data-driven models can be used to study magmatic, tectonic, and planetary processes.

Beyond geology, I am deeply interested in computer science and programming. I regularly develop scientific tools in Python, JavaScript, and C#, focusing on automation, modeling, and visualization in Earth and planetary sciences.

My goal is to bridge the gap between Earth processes and data science, contributing to a more quantitative and interdisciplinary understanding of our planet and others.

selected publications

  1. Zenodo
    EVMS: Volumetric Inversion of Geological Radioactivity from Surface Gamma Measurements
    Maxime Soares Correia
    2026
    Scientific Python framework for volumetric inversion of geological radioactivity from surface gamma measurements, with sparse forward modeling, regularized inversion, and a Streamlit interface.
    DOI HTML Code Website
  2. Zenodo
    TISA — Thin-section Image Segmenter and Analyzer
    Maxime Soares Correia
    2025
    Developed a pipeline to automatically quantify grains on carbonate thin sections using FastSAM.
    DOI HTML
  3. Zenodo
    EasyCraterSim — Lightweight Numerical Simulation Tool for Impact Craters
    Maxime Soares Correia
    2025
    Scientific and user-friendly simulation program for studying impact-crater formation, contributing to VigieCratère.
    DOI HTML