14–18 Jul 2025
Leibniz Institute for Astrophysics Potsdam (AIP)
Europe/Berlin timezone

The interaction between stars and the ISM on “cloud scales” unveiled by machine learning

Not scheduled
20m
Conference Room, Maria-Margaretha-Kirch building (Leibniz Institute for Astrophysics Potsdam (AIP))

Conference Room, Maria-Margaretha-Kirch building

Leibniz Institute for Astrophysics Potsdam (AIP)

An der Sternwarte 16 14482 Potsdam, Germany
Talk Supernova feedback & ISM

Speaker

Francesco Belfiore (INAF - Arcetri Astrophysical Observatory)

Description

HII regions are fundamental units of the matter cycle in galaxies and their optical emission serves as the main lens through which we study star formation and chemical enrichment across the Universe. They are the sites where ionising radiation and stellar winds have their main impact, turbulence is injected, and heavy elements are dispersed into the interstellar medium. The sizes and internal structure of HII regions are therefore critical observables to quantify the relative role of different possible pre-supernova feedback mechanisms and provide constraints on the overall stellar feedback energetics to simulations.

In this talk I will present recent results showcasing the spatially resolved structure of HII regions, leveraging the multi-wavelength archive of data of nearby galaxies from the PHANGS survey and observations of Local Group galaxies like M33. I will demonstrate how we are using machine learning to analyse large integral field spectroscopy datasets to detect and classify nebulae. I will then discuss the links between nebulae and their stellar feedback sources. In particular, I will show how the combination of photoionisation modelling and the study of the properties of the ionising stellar sources will enable direct measurements of the escape fraction of ionising photons on cloud scales.

Primary author

Francesco Belfiore (INAF - Arcetri Astrophysical Observatory)

Presentation materials

There are no materials yet.