ASCL.net

Astrophysics Source Code Library

Making codes discoverable since 1999

Searching for codes credited to 'Zhang, Manxuan'

Tip: Author search checks name variants (e.g., Smith, John, Smith J). Last names are still best when results are broad.

Found 1 code.

[ascl:2507.029] PIRATES: Polarimetric Image Reconstruction AI for Tracing Evolved Structures
Lilley, Lucinda; Norris, Barnaby; Tuthill, Peter; Spalding, Eckhart; Lucas, Miles; Zhang, Manxuan; Millar-Blanchaer, Maxwell; Pinte, Christophe; Bottom, Michael; Guyon, Olivier; Lozi, Julien; Deo, Vincent; Vievard, Sébastien; Wong, Alison P; Ahn, Kyohoon; Ashcraft, Jaren
PIRATES (Polarimetric Image Reconstruction AI for Tracing Evolved Structures) uses machine learning to perform image reconstruction. It uses MCFOST (ascl:2207.023) to generate models, then uses those models to build, train, iteratively fit, and evaluate PIRATES performance.