Science

All images created with DALL·E 3. Prompt: Artistic depiction of the paper {paper_name}, in an impressionist style, minimalist. Here is the abstract: {paper_abstract}

Unsupervised Machine Learning for the Classification of Astrophysical X-ray Sources 

Pérez-Díaz, V.S., Martínez-Galarza, J. R., Caicedo Dorado, A., & D’Abrusco, R. (2024). Monthly Notices of the Royal Astronomical Society. Accepted!


Paper. GitHub. Web playground. Thesis.

Enhancing Astronomical Catalog Cross-matching with Contrastive Learning

Pérez-Díaz, V. S., Ingram, J., Kashyap, V., Martínez-Galarza, J. R., & Protopapas, P. (2024). In preparation.


Work in progress.

Nuclear Physics by Learning Representations

Kitouni, O., Nolte, N., Trifinopoulos, S., Pérez-Díaz, V. S., & Williams, M. (2024). In preparation.


GitHub. Web playground. Blog.