Maxime SOARES CORREIA

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

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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
    TISA — Thin-section Image Segmenter and Analyzer
    Maxime Soares Correia
    2025
    Developed a pipeline to automatically quantify grains on carbonate thin sections using FastSAM.
  2. 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.