activity
20232026
most citedDisk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk-Planet Systems

1 citations · 1 across the 4 of their papers we have counts for

collaborators

5 papers

math.NT2026

Arithmetic Visibility in Polygons: Curved Sight in the Art Gallery

Malik Barrett

In the classical art gallery problem, a guard sees a target when the segment joining them lies entirely within the polygon. We explore what changes when sight may bend along regula…

astro-ph.EP2025

Adsorption of volatiles on dust grains in protoplanetary disks

Lile Wang, Feng Long, Haifeng Yang +2

The adsorption of volatile molecules onto dust grain surfaces fundamentally influences dust-related processes, including condensation of gas-phase molecules, dust coagulation, and…

astro-ph.EP2025

Neural Networks as Surrogate Solvers for Time-Dependent Accretion Disk Dynamics

Shunyuan Mao, Weiqi Wang, Sifan Wang +7

Accretion disks are ubiquitous in astrophysics, appearing in diverse environments from planet-forming systems to X-ray binaries and active galactic nuclei. Traditionally, modeling…

astro-ph.EP2024★ 1 cited

Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk-Planet Systems

Shunyuan Mao, Ruobing Dong, Kwang Moo Yi +3

We introduce Disk2Planet, a machine learning-based tool to infer key parameters in disk-planet systems from observed protoplanetary disk structures. Disk2Planet takes as input the…

astro-ph.EP2023

Formation of misaligned second-generation discs through flyby encounters

Jeremy L. Smallwood, Rebecca Nealon, Nicolás Cuello +2

Observations reveal protoplanetary discs being perturbed by flyby candidates. We simulate a scenario where an unbound perturber, i.e., a flyby, undergoes an inclined grazing encoun…