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Xinyue Sheng

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#data science Open access Oct 2026

Machine learning applications for transient discovery facing Rubin Science

The Vera C. Rubin Observatory’s Legacy Survey of Space and Time (LSST) will revolutionise time-domain astronomy by producing millions of photometric alerts per night, requiring scalable and robust machine-learning (ML) methods for both variability characterisation and rapid transient identification. This thesis develop...

Xinyue Sheng · 0 citations

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