Title: Radiative Transfer Modeling of a Shadowed Protoplanetary Disk Assisted by a Neural Network
Short description: We train an artificial neural network on a set of radiative transfer models to enable forward modeling of near-infrared observations of the scattered light of a tilted, misaligned disk and thereby constrain the mass and orbital radius of a possible planetary perturber.
Link to paper: https://ui.adsabs.harvard.edu/abs/2025ApJ...991..176W
Title: Radiative Transfer Modeling of a Shadowed Protoplanetary Disk Assisted by a Neural Network
Short description: We train an artificial neural network on a set of radiative transfer models to enable forward modeling of near-infrared observations of the scattered light of a tilted, misaligned disk and thereby constrain the mass and orbital radius of a possible planetary perturber.
Link to paper: https://ui.adsabs.harvard.edu/abs/2025ApJ...991..176W