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Umberto Michelucci — most-cited papers & profile · AI for Science
← authors
·
overview
Umberto Michelucci
6
papers ·
122
citations ·
15
h-index
Swiss Federal Institute of Aquatic Science and Technology · Lucerne University of Applied Sciences and Arts
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Most-cited papers
Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques
2021 · 2 citations
Shedding Light on the Ageing of Extra Virgin Olive Oil: Probing the Impact of Temperature with Fluorescence Spectroscopy and Machine Learning Techniques
2023 · 1 citations
The Infinite-Dimensional Nature of Spectroscopy and Why Models Succeed, Fail, and Mislead
2026
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil
2022
Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil
2024
Top co-authors
Francesca Venturini
· 4
Michael Baumgartner
· 2
Michela Sperti
· 2
and Marco Agostino Deriu
· 1
Arnaud Gucciardi
· 1
Arturo Jiménez
· 1
Dario Piga
· 1
Francesca Venturinia
· 1
Ivo Herzig
· 1
Josep Palau Caballero
· 1
Manas Mejari
· 1
Marco A. Deriu
· 1
Topics
Chemistry
Physics ML