XDF-GAN: Mock astronomical survey generator

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Ada Coda
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XDF-GAN: Mock astronomical survey generator

Post by Ada Coda » Sun Jul 28, 2019 11:36 pm

XDF-GAN: Mock astronomical survey generator

Abstract: XDF-GAN generates mock galaxy surveys with a Spatial Generative Adversarial Network (SGAN)-like architecture. Mock galaxy surveys are generated from data that is preprocessed as little as possible (preprocessing is only a 99.99th percentile clipping). The outputs can also be tessellated together to create a very large survey, limited in size only by the RAM of the generation machine.

Credit: Smith, Michael J.

Site: https://github.com/Smith42/XDF-GAN
https://ui.adsabs.harvard.edu/abs/2019arXiv190410286S

Bibcode: 2019ascl.soft07029S

ID: ascl:1907.029

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