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Digital Assets for "Morphological Parameters and Associated Uncertainties for 8 Million Galaxies in the Hyper Suprime-Cam Wide Survey" - MaRDI portal

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Digital Assets for "Morphological Parameters and Associated Uncertainties for 8 Million Galaxies in the Hyper Suprime-Cam Wide Survey"

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DOI10.5281/zenodo.8067382Zenodo8067382MaRDI QIDQ6723542

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 21 June 2023

Copyright license: No records found.



Description

These are morphological catalogs and trained GaMPEN models for Hyper Suprime-Cam galaxies. Please refer tohttps://gampen.readthedocs.io/en/latest/Public_data.htmland https://arxiv.org/abs/2212.00051 for more details about this data release. Catalog Files g_0_025_preds_summary.csv-- Structural parameter catalog for z 0.25 HSC g-band galaxies r_025_050_preds_summary.csv-- Structural parameter catalog for 0.25 z 0.50HSC r-band galaxies i_050_075_preds_summary.csv-- Structural parameter catalog for 0.50 z 0.75HSC i-band galaxies Trained PyTorch Model Files g_0_025_real_data.pt -- Trained Model forz 0.25 HSC g-band galaxies r_025_050_real_data.pt -- Trained Model for 0.25 z 0.50 HSC r-band galaxies i_050_075_real_data.pt -- Trained Model for 0.50 z 0.75 HSC i-band galaxies sim_g_0_025.pt -- Trained Model for Simulated z 0.25 HSC g-band galaxies sim_r_025_050.pt-- Trained Model for Simulated 0.25 z 0.50 HSC r-band galaxies sim_i_050_075.pt-- Trained Model for Simulated 0.50 z 0.75 HSC i-band galaxies






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