CORDIS Project
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This project aims to advance time-domain astronomy by developing image classification techniques to identify rare astronomical events. It will utilize data from upcoming telescopes to explore phenomena like superluminous supernovae and neutron star mergers, enhancing our understanding of stellar evolution.
Time-domain astronomy will soon be transformed by powerful instrumentation: the Large Synoptic Survey Telescope (LSST) and upgraded gravitational wave detectors.
We will finally be able to build large samples of rare and multi-messenger transients, allowing new scientific breakthroughs.
But to do so, we must overcome the substantial difficulty of identifying the important events among an expected sea of contaminants. I will solve this problem by developing novel image classification techniques b…
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