most citedPGNets: Planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary disks

14 citations · 14 across the 1 of their papers we have counts for

collaborators

1 paper

astro-ph.EP2021★ 14 cited

PGNets: Planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary disks

Shangjia Zhang, Zhaohuan Zhu, Mingon Kang

We developed Convolutional Neural Networks (CNNs) to rapidly and directly infer the planet mass from radio dust continuum images. Substructures induced by young planets in protopla…