Virtual tongue to predIct the oRganoleptic profile of mediterranean IngredienTs and their effect on hUman hOmeostasis by means of an integrated compUtational multiphysicS platform

Project Information

VIRTUOUS

Grant agreement ID: 872181

DOI 10.3030/872181

Project closed

EC signature date 28 October 2019

Start date 1 December 2019

End date 30 November 2023

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 1 108 600,00

EU contribution € 1 108 600,00

Coordinated by

POLITECNICO DI TORINO
Italy

Deliverables

Documents, reports (2)

Feedback on VIRTUOUS platform use
Organoleptic Profile Trial Scheme

The procedure to develop the trial methodology will be explained in this report eg test modality questionnaire number of people involved number and type of wines and olive oils used for organoleptic profile tests

Websites, patent fillings, videos etc. (1)

Project website

Publications

Peer reviewed articles (18)

Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques

Author(s): Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu
Published in: Foods, Issue 10/5, 2021, Page(s) 1010, ISSN 2304-8158
Publisher: MDPI AG
DOI: 10.3390/foods10051010

Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach

Author(s): Lorenzo Pallante, Aigli Korfiati, Lampros Androutsos, Filip Stojceski, Agorakis Bompotas, Ioannis Giannikos, Christos Raftopoulos, Marta Malavolta, Gianvito Grasso, Seferina Mavroudi, Athanasios Kalogeras, Vanessa Martos, Daria Amoroso, Dario Piga, Konstantinos Theofilatos, and Marco A. Deriu
Published in: Scientific Reports, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-25935-3

Remotely piloted aircraft (RPA) in agriculture: A pursuit of sustainability

Author(s): Ali Ahmad; Javier Ordoñez; Pedro Cartujo; Vanesa Martos
Published in: Agronomy, Issue 1, 2020, ISSN 2073-4395
Publisher: MDPI
DOI: 10.3390/agronomy11010007

Enseñanza del Análisis Sensorial en un Panel de Cata y su relación con las propiedades del Aceite de Oliva Virgen

Author(s): V. Martos Núñez
Published in: ReiDoCrea: Revista electrónica de investigación Docencia Creativa, 2022, ISSN 2254-5883
Publisher: Universidad de Granada
DOI: 10.30827/digibug.72479

A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification

Author(s): Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini and Marco A. Deriu
Published in: Algorithms, 2021, ISSN 1999-4893
Publisher: MDPI Open Access Publishing
DOI: 10.3390/a14110301

Combating Salinity Through Natural Plant Extracts Based Biostimulants: A Review

Author(s): Ali Ahmad; Begoña Blasco; Vanessa Martos
Published in: Frontiers in Plant sciences, Issue 1, 2022, ISSN 1664-462X
Publisher: Frontiers Media S. A.
DOI: 10.3389/fpls.2022.862034

Analizando las posibles aplicaciones de los drones y los satélites en la enseñanza de Fisiología Vegetal

Author(s): V. Martos Núñez
Published in: ReiDoCrea: Revista electrónica de investigación Docencia Creativa, 2022, ISSN 2254-5883
Publisher: Universidad de Granada
DOI: 10.30827/digibug.72480

Fungi, P-Solubilization, and Plant Nutrition

Author(s): Maria Vassileva; Gilberto Mendes; Marco Deriu; Giacomo Benedetto; Elena Flor-Peregrin; Stefano Mocali; Vanessa Martos; Nikolay Vassilev
Published in: microorganisms, 2022, ISSN 2076-2607
Publisher: mdpi
DOI: 10.3390/microorganisms10091716

A survey on computational taste predictors

Author(s): Marta Malavolta; Lorenzo Pallante; Bojan Mavkov; Filip Stojceski; Gianvito Grasso; Aigli Korfiati; Seferina Mavroudi; Athanasios Kalogeras; Christos Alexakos; Vanessa Martos; Daria Amoroso; Giacomo Di Benedetto; Dario Piga; Konstantinos Theofilatos; Marco Agostino Deriu
Published in: European Food Research and Technology, 2022, ISSN 1438-2385
Publisher: Springer
DOI: 10.1007/s00217-022-04044-5

Use of machine learning to establish limits in the classification of hyperaccumulator plants growing on serpentine, gypsum and dolomite soils

Author(s): Marina Mota-Merlo, Vanessa Martos
Published in: Mediterranean Botany, 2021, ISSN 2603-9109
Publisher: Universidad Complutense de Madrid
DOI: 10.5209/mbot.67609

Ensuring Agricultural Sustainability through Remote Sensing in the Era of Agriculture 5.0

Author(s): Vanesa Martos; Ali Ahmad; Pedro Cartujo; Javier Ordoñez
Published in: Applied Sciences, Issue 1, 2021, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app11135911

The Impact of Natural Compounds on S-Shaped Aβ42 Fibril: From Molecular Docking to Biophysical Characterization

Author(s): Stefano Muscat, Lorenzo Pallante, Filip Stojceski, Andrea Danani, Gianvito Grasso, Marco Agostino Deriu
Published in: International Journal of Molecular Sciences, Issue 21/6, 2020, Page(s) 2017, ISSN 1422-0067
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/ijms21062017

When Stiffness Matters: Mechanosensing in Heart Development and Disease

Author(s): Roberto Gaetani, Eric Adriano Zizzi, Marco Agostino Deriu, Umberto Morbiducci, Maurizio Pesce, Elisa Messina
Published in: Frontiers in Cell and Developmental Biology, Issue 8, 2020, ISSN 2296-634X
Publisher: frontiers
DOI: 10.3389/fcell.2020.00334

Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil

Author(s): Venturini, Francescaa; Sperti, Michela;Michelucci, Umberto;Gucciardi, Arnaud;Martos, Vanessa M; Deriu, Marco A.
Published in: Journal of Food Engineering, Issue 02608774, 2022, ISSN 0260-8774
Publisher: Elsevier BV
DOI: 10.1016/j.jfoodeng.2022.111198

Fragmented blind docking: a novel protein–ligand binding prediction protocol

Author(s): Gianvito Grasso, Arianna Di Gregorio, Bojan Mavkov, Dario Piga, Giuseppe Falvo D’Urso Labate, Andrea Danani and Marco A. Deriu
Published in: Journal of Biomolecular Structure and Dynamics, 2021, ISSN 0739-1102
Publisher: Adenine Press
DOI: 10.1080/07391102.2021.1988709

JAK inhibitors in immune-mediated rheumatic diseases: From a molecular perspective to clinical studies

Author(s): Michela Sperti, Marta Malavolta, GloriaCiniero, Simone Borrelli, Marco Cavaglià, Stefano Muscat, Jack Adam Tuszynski, Antonella Afeltra, Domenico Paolo Emanuele Margiotta, LucaNavarini
Published in: Journal of Molecular Graphics and Modelling, 2021, ISSN 1093-3263
Publisher: Elsevier BV
DOI: 10.1016/j.jmgm.2020.107789

On the human taste perception: Molecular-level understanding empowered by computational methods

Author(s): Lorenzo Pallante; Marta Malavolta; Gianvito Grasso; Aigli Korfiati; Seferina Mavroudi; Bojan Mavkov; Athanasios Kalogeras; Christos Alexakos; Vanessa Martos; Daria Amoroso; Giacomo di Benedetto; Dario Piga; Konstantinos Theofilatos; Marco A. Deriu
Published in: Trends in Food Science & Technology, Issue 1, 2021, ISSN 0924-2244
Publisher: Elsevier BV
DOI: 10.1016/j.tifs.2021.07.013

Informed classification of sweeteners/bitterants compounds via explainable machine learning

Author(s): Gabriele Maroni, Lorenzo Pallante, Giacomo Di Benedetto, Marco A. Deriu, Dario Piga, Gianvito Grasso
Published in: Current Research in Food Science, 2022, ISSN 2665-9271
Publisher: Elsevier
DOI: 10.1016/j.crfs.2022.11.014

Conference proceedings (1)

Machine Learning Aided Molecular Modelling of Taste to Identify Food Fingerprints

Author(s): Lorenzo Pallantea, Marco Cannariatoa, Fosca Vezzullib, Marta Malavoltac, Milena Lambrib, Marco A. Deriu
Published in: Chemical Engineering Transactions, 2023
Publisher: Chemical Engineering Transactions
DOI: 10.3303/cet23102048