Data-Intensive AstroNomical Analysis [D.I.AN.A.]
I lead the D.I.AN.A group at the University of Bristol, and I co-lead the AGN Work Package in Euclid.
We use large multiwavelength datasets to understand the impact of supermassive black holes in the evolution of galaxies. We develop automated methods for creating high-fidelity multiwavelength datasets, harness machine-learning methods for object classification & physical parameter estimation, and explore the impact of AGN in galaxy evolution through the statistical analysis of large datasets.
Use the links below to learn more.
Public Codes
Star - Galaxy - QSO classification [GitHub]
Unsupervised machine-learning classification - application of HDBSCAN
classify sources using photometry
method presented in Logan & Fotopoulou 2020
Astro-PostgreSQL Docker image [GitHub]
Run a PostgreSQL deamon through docker, including the pg_sphere and pg_healpix extensions.
pg_sphere provides astronomy related definitions such as points, coordinates, etc
pg_healpix provides access to tessellation ID of sky coordinates.
AstronomicAL [GitHub]
An interactive dashboard for visualisation, integration and classification of data using Active Learning presented in Stevens et al., 2021
INSPEC-Z [GitHub]
Interactive visualisation and verification of 1D spectra with matplotlib.
Convenience functionality for managing large surveys, e.g. filtering, flag homogenisation
Simple conda installation and docker image (only for Mac OS)
Education
Dr. Rer. Nat., International Max Planck Research School (IMPRS) and Technical University of Munich (TUM), Germany [2009-2012]
M.Sc. Physics with Specialization in Astrophysics University of Athens, Greece [2007-2009]
B.Sc. Physics with Specialization in Astrophysics University of Athens, Greece [2002-2007]
Research
University of Bristol, United Kingdom
Lecturer [2023-NOW]
Vice-Chancellor’s Fellow [2019-2023]
Durham University, United kingdom
Swiss National Science Foundation Fellow [2017-2019]
University of Geneva, Switzerland
Postdoc [2013-2017]
Interested in working on a project with me?
Explore opportunities here, or get in touch.