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Published at October 23

Leveraging Deep Learning for Time Series Extrinsic Regression in predicting photometric metallicity of Fundamental-mode RR Lyrae Stars

cs.CL

cs.AI

Released Date: October 23, 2024

Authors: Lorenzo Monti¹, Tatiana Muraveva¹, Gisella Clementini¹, Alessia Garofalo¹

Aff.: ¹INAF - Osservatorio di Astrofisica e Scienza dello Spazio di Bologna

Arxiv: https://arxiv.org/abs/2410.17906v1

Refer to caption

Layers	Hyperparameters	Parameters
input_1	…	0
gru_1	20 units	1440
dropout_1	$P_{d}$ = 0.2	0
gru_2	16 units	1824
dropout_2	$P_{d}$ = 0.2	0
gru_3	8 units	624
dropout_3	$P_{d}$ = 0.1	0
dense	…	9