Classification of Transient Astronomical Object Light Curves Using LSTM Neural Networks

This research evaluates bidirectional LSTM performance on transient astronomical light curves, revealing critical trade-offs between class balancing and hand...

Level: advanced

By Guilherme Grancho D. Fernandes, Marco A. Barroca, Mateus dos Santos, Rafael S. Oliveira

Category: research