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Decompose Thermo Gravimetrical Analysis (TGA) curves into simpler logistic curves representing mass-change events with a chemical interpretation. All of the analysis is performed with the TensorFlow library for the creation of a NN-analogous model and optimization.
This case serves as an illustration how data science can help analytical chemistry, in-field analysis and ecology. An additional point to be stressed is the reality of the subject case. The best practice for data scientists always consists in facing difficulties present in real cases – data cleaning, preparation, analysis of the data logic, stra…
Supplementary material for the manuscript: Potential source areas for atmospheric lead reaching Ny-Ålesund from 2010 to 2018. Authors: Andrea Bazzano, Stefano Bertinetti, Francisco Ardini, David Cappelletti and Marco Grotti.