Multiscale Stamps for Real-time Classification of Alert Streams by Ignacio Reyes-Jainaga, Francisco Förster, Alejandra M. Muñoz Arancibia, Guillermo Cabrera-Vives, Amelia Bayo, Franz E. Bauer, Javier Arredondo, Esteban Reyes, Giuliano Pignata, A. M. Mourão, Javier Silva-Farfán, Lluís Galbany, Alex Álvarez, Nicolás Astorga, Pablo Castellanos, Pedro Gallardo, Alberto Moya, Diego Rodríguez

Subjects: “…Astroinformatics…”
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TransformerPayne: Enhancing Spectral Emulation Accuracy and Data Efficiency by Capturing Long-range Correlations by Tomasz Różański, Yuan-Sen Ting, Maja Jabłońska

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Astronomy in the Big Data Era by Yanxia Zhang, Yongheng Zhao

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Big data and paradigm shift for astronomy in the 21^stcentury by Yanxia ZHANG, Chenzhou CUI, Yongheng ZHAO

Subjects: “…astronomical big data;astroinformatics;astrostatistics;survey…”
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Photometric Redshifts With Machine Learning, Lights and Shadows on a Complex Data Science Use Case by Massimo Brescia, Stefano Cavuoti, Stefano Cavuoti, Oleksandra Razim, Valeria Amaro, Giuseppe Riccio, Giuseppe Longo

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Pluto’s Surface Mapping Using Unsupervised Learning from Near-infrared Observations of LEISA/Ralph by A. Emran, C. M. Dalle Ore, C. J. Ahrens, M. K. H. Khan, V. F. Chevrier, D. P. Cruikshank

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The Solar System Notification Alert Processing System (SNAPS): Asteroid Population Outlier Detection by Michael Gowanlock, David E. Trilling, Daniel Kramer, Maria Chernyavskaya, Andrew McNeill

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Asteroid Period Solutions from Combined Dense and Sparse Photometry by Michael Gowanlock, David E. Trilling, Andrew McNeill, Daniel Kramer, Maria Chernyavskaya

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Exploiting Machine Learning and Disequilibrium in Galaxy Clusters to Obtain a Mass Profile by Mark J. Henriksen, Prajwal Panda

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Galaxy Image Classification Based on Citizen Science Data: A Comparative Study by Manuel Jimenez, Mercedes Torres Torres, Robert John, Isaac Triguero

Subjects: “…Astroinformatics…”
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Metallicity and α-abundance for 48 Million Stars in Low-extinction Regions in the Milky Way by Kohei Hattori

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Deep Attention-based Supernovae Classification of Multiband Light Curves by Óscar Pimentel, Pablo A. Estévez, Francisco Förster

Subjects: “…Astroinformatics…”
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Finding r-II Sibling Stars in the Milky Way with the Greedy Optimistic Clustering Algorithm by Kohei Hattori, Akifumi Okuno, Ian U. Roederer

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Transition from Small-scale to Large-scale Dynamo in a Supernova-driven, Multiphase Medium by Frederick A. Gent, Mordecai-Mark Mac Low, Maarit J. Korpi-Lagg

Subjects: “…Astroinformatics…”
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