61 citations · 101 across the 8 of their papers we have counts for
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cs.LG2021★ 1 cited
SpectroscopyNet: Learning to pre-process Spectroscopy Signals without clean data
Juan Castorena, Diane Oyen
In this work we propose a deep learning approach to clean spectroscopy signals using only uncleaned data. Cleaning signals from spectroscopy instrument noise is challenging as nois…
cs.LG2020★ 61 cited
Deep Spectral CNN for Laser Induced Breakdown Spectroscopy
Juan Castorena, Diane Oyen, Ann Ollila +2
This work proposes a spectral convolutional neural network (CNN) operating on laser induced breakdown spectroscopy (LIBS) signals to learn to (1) disentangle spectral signals from…