2024
Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk-Planet Systems.
[DOI]
Shunyuan Mao
,
Ruobing Dong
,
Kwang Moo Yi
,
Lu Lu
,
Sifan Wang
,
Paris Perdikaris
CoRR, 2024

2023
PPDONet: Deep Operator Networks for Fast Prediction of Steady-State Solutions in Disk-Planet Systems.
[DOI]
Shunyuan Mao
,
Ruobing Dong
,
Lu Lu
,
Kwang Moo Yi
,
Sifan Wang
,
Paris Perdikaris
CoRR, 2023