14 citations · 18 across the 2 of their papers we have counts for
3 papers · 1 filter
DBNets2.0: simulation-based inference for planet-induced dust substructures in protoplanetary discs
A. Ruzza, G. Lodato, G. P. Rosotti +1
Dust substructures in protoplanetary discs can be signatures of embedded young planets whose detection and characterisation would provide a better understanding of planet formation…
Planet-driven spirals in protoplanetary discs: limitations of the semi-analytical theory for observations
D. Fasano, A. J. Winter, M. Benisty +7
Detecting protoplanets during their formation stage is an important but elusive goal of modern astronomy. Kinematic detections via the spiral wakes in the gaseous disc are a promis…
DBNets: A publicly available deep learning tool to measure the masses of young planets in dusty protoplanetary discs
Alessandro Ruzza, Giuseppe Lodato, Giovanni Pietro Rosotti
Current methods to characterize embedded planets in protoplanetary disc observations are severely limited either in their ability to fully account for the observed complex physics…