Search Results for author: Ann Ollila

Found 1 papers, 0 papers with code

Deep Spectral CNN for Laser Induced Breakdown Spectroscopy

no code implementations3 Dec 2020 Juan Castorena, Diane Oyen, Ann Ollila, Carey Legget, Nina Lanza

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 the sources of sensor uncertainty (i. e., pre-process) and (2) get qualitative and quantitative measures of chemical content of a sample given a spectral signal (i. e., calibrate).

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