Exoplanet atmospheres
Atmospheric retrievals, transmission and emission spectroscopy, and multidimensional models.
Astrophysicist ยท University of Padua
Exploring exoplanet atmospheres.
I study distant planets and their atmospheres using space-mission observations, Bayesian inference, machine learning, and quantum computing.
70peer-reviewed papers
2,049citations on NASA ADS
24h-index
Updated 2 July 2026
Research
Understanding planets beyond our Solar System.
My work connects physical models with observations from current and future space missions.
More about my researchPlanetary systems
Photometry, radial velocities, stellar activity, and transit-timing analysis with CHEOPS, TESS, and HARPS-N.
New computational methods
Bayesian inference, deep learning, transformers, and quantum algorithms for astronomical data.
Selected publications
Recent work
Quantum Machine Intelligence
Exoplanetary atmospheres retrieval via a quantum extreme learning machine
Vetrano, M., Zingales, T., Palma, G. M., et al.
Read paperAstronomy & Astrophysics
Exoformer: Accelerating Bayesian atmospheric retrievals with transformer neural networks
Pagliaro, L., Zingales, T., Piotto, G., Giovannini, I., & Mantovan, G.
Read paperCurriculum vitae