GOMEZ VARGAS, ISIDRO

Publicaciones ORCID

2026

Modeling Doppler shifts in radial-velocity data with deep learning toward Earth-mass exoplanet detection Astronomy & Astrophysics

Data-driven modeling of rotation curves with artificial neural networks Physics of the Dark Universe

Evidence for evolving dark energy from DESI DR2 BAO and Pantheon$^+$, DES-Dovekie, and Union3 Eur.Phys.J.C

Variational autoencoder for generating realistic N-body simulations for dark matter halos Phys.Rev.D

2025

SpeckleNet: a large-scale PSF subtraction deep learning model for exoplanetdetection and characterization in high contrast imaging

 Deep Learning strategies for detecting Earth-size exoplanets in HARPS-N stellar spectra

The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics Phys.Dark Univ.

Equivalence of dark energy models: A theoretical and Bayesian perspective Phys.Dark Univ.

2024

Dark energy reconstruction analysis with artificial neural networks: Application on simulated Supernova Ia data from Rubin Observatory Physics of the Dark Universe

Deep learning and genetic algorithms for cosmological Bayesian inference speed-up Physical Review D