1. Peculiar transients identified by the Dark Energy Survey; Miika Pursiainen (Southampton), id. 417
2. Optimising a spectroscopic training sample for photometric classification of supernovae with machine learning; Jonathan Carrick (Lancaster), id. 186
3. PISCoLA: Python for Interactive Supernova Cosmology Light-curve Analysis; Tomás Müller (Southampton), id. 167
4. The Hunt for Planets Using Citizen Science; Nora Eisner (Oxford), id. 411
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