Alon develops computational methods for studying collective tissue dynamics during early zebrafish morphogenesis. His research focuses on data-driven early prediction of tissue rigidity phase transitions, asking whether upcoming changes in tissue mechanical state can be detected from local cellular neighborhoods. More broadly, his work aims to identify interpretable cell-scale signatures that reveal how tissue organization changes over developmental time.