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DiegoViillalba/README.md

Site LinkedIn Email UNAM

I'm a physicist at UNAM working at the intersection of machine learning and scientific computing. My research spans cosmological simulation acceleration, interpretable medical imaging, and differentiable modeling of physical systems — with emphasis on methods that are physically grounded, scalable, and generalizable.

  • 🔭🪐 I’m currently working on Machine learning applied to Cosmology

  • 🌱 I’m currently learning JAX

  • 🌎 I’m looking to collaborate on Machine Learning astrophysics projects

  • ⚡ Fun fact I love to do astrophotography and volunteering

🧑🏻‍💻 Communities

  • Microsoft Learn Student Ambassaor

"The most incomprehensible thing about the universe is that it is comprehensible."

Open to collaborations in ML for science, cosmology, and medical imaging.

diegoviillalba.github.io · [email protected]

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  1. almacenamienes-y-mineria-de-datos almacenamienes-y-mineria-de-datos Public

    Notas del curso de almacenes y minería de datos, Facultad de ciencias UNAM 2026-2

    TeX 6 1

  2. ReportCXR ReportCXR Public

    A VLM Pipeline for Chest X-ray Report Generation

    Jupyter Notebook 1

  3. Cosmo_Open_MP Cosmo_Open_MP Public

    Cosmological Simulations Using Open MP

    Makefile 2

  4. localleaf localleaf Public

    TypeScript