University of Louisiana at Lafayette

Generative Latent Space Modeling of Stamping Sound for Anomaly Detection and Predictive Maintenance

Abstract Operational condition monitoring for predictive maintenance is crucial to enable early detection of abnormal behavior and prevention of costly downtime. In industry settings, normal operation data are abundant, whereas abnormal or failure data are rarely available, limit...

Reticulated adaptive radiation and phylogenomic diversity loss in the Hawaiian honeycreepers

The Hawaiian honeycreepers, one of the world’s most iconic adaptive radiations, are facing a human-mediated extinction crisis. More than 60 Hawaiian honeycreepers (Fringillidae: Carduelinae: Drepanidini) evolved from a single rosefinch-like ancestor that colonized the Hawaiian Is...