6 citations · 25 across the 10 of their papers we have counts for
4 papers · 1 filter
Beyond Causal Discovery for Astronomy: Learning Meaningful Representations with Independent Component Analysis
Zehao Jin, Mario Pasquato, Benjamin L. Davis +2
We present the first steps toward applying causal representation learning to astronomy. Following up on previous work that introduced causal discovery to the field for the first ti…
Causal Discovery in Astrophysics: Unraveling Supermassive Black Hole and Galaxy Coevolution
Zehao Jin, Mario Pasquato, Benjamin L. Davis +9
Correlation does not imply causation, but patterns of statistical association between variables can be exploited to infer a causal structure (even with purely observational data) w…
Identification of Intermediate-mass Black Hole Candidates Among a Sample of Sd Galaxies
Benjamin L. Davis, Alister W. Graham, Roberto Soria +4
We analyzed images of every northern hemisphere Sd galaxy listed in the Third Reference Catalogue of Bright Galaxies (RC3) with a relatively face-on inclination (). Speci…
HELLO project: High- Evolution of Large and Luminous Objects
Stefan Waterval, Andrea V. Macciò, Tobias Buck +6
We present the High- Evolution of Large and Luminous Objects (HELLO) project, a set of high-resolution cosmological simulations aimed to study Milky Way analogues ($M…