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04/12/2023
Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning
N-body simulations are the most powerful method to study the non-linear ...
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03/15/2023
From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation
We present a novel approach for the dimensionality reduction of galaxy i...
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11/29/2020
First optical reconstruction of dust in the region of SNR RX J1713.7-3946 from astrometric Gaia data
The origin of the radiation observed in the region of the supernova remn...
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10/12/2020
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients
The recent increase in volume and complexity of available astronomical d...
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05/18/2020
