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cs.LG2025
Classification of Transient Astronomical Object Light Curves Using LSTM Neural Networks
Guilherme Grancho D. Fernandes, Marco A. Barroca, Mateus dos Santos +1
This study presents a bidirectional Long Short-Term Memory (LSTM) neural network for classifying transient astronomical object light curves from the Photometric LSST Astronomical T…
cs.LG2024
Mapping The Layers of The Ocean Floor With a Convolutional Neural Network
Guilherme G. D. Fernandes, Vitor S. P. P. Oliveira, João P. I. Astolfo
The mapping of ocean floor layers is a current challenge for the oil industry. Existing solution methods involve mapping through seismic methods and wave inversion, which are compl…