Archivio Istituzionale della RicercaMALAVOLTA, MARTA
MALAVOLTA, MARTA
Dipartimento di Ingegneria Meccanica e Aerospaziale
049946
Machine Learning Aided Molecular Modelling of Taste to Identify Food Fingerprints
2023 Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Malavolta, Marta; Lambri, Milena; Deriu, Marco
A survey on computational taste predictors
2022 Malavolta, Marta; Pallante, Lorenzo; Mavkov, Bojan; Stojceski, Filip; Grasso, Gianvito; Korfiati, Aigli; Mavroudi, Seferina; Kalogeras, Athanasios; Alexakos, Christos; Martos, Vanessa; Amoroso, Daria; Di Benedetto, Giacomo; Piga, Dario; Theofilatos, Konstantinos; Deriu, MARCO AGOSTINO
Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach
2022 Pallante, Lorenzo; Korfiati, Aigli; Androutsos, Lampros; Stojceski, Filip; Bompotas, Agorakis; Giannikos, Ioannis; Raftopoulos, Christos; Malavolta, Marta; Grasso, Gianvito; Mavroudi, Seferina; Kalogeras, Athanasios; Martos, Vanessa; Amoroso, Daria; Piga, Dario; Theofilatos, Konstantinos; Deriu, Marco A.
Cardiovascular risk prediction: from classical statistical methods to machine learning approaches
2021 Sperti, Michela; Malavolta, Marta; Staunovo Polacco, Federica; Dellavalle, Annalisa; Ruggieri, Rossella; Bergia, Sara; Fazio, Alice; Santoro, Carmine; Deriu, Marco A.
JAK Inhibitors in Immune-Mediated Rheumatic Diseases: from a Molecular Perspective to Clinical Studies
2021 Sperti, Michela; Malavolta, Marta; Ciniero, Gloria; Borrelli, Simone; Cavaglià, Marco; Muscat, Stefano; Tuszynski, JACEK ADAM; Afeltra, Antonella; Paolo Emanuele Margiotta, Domenico; Navarini, Luca
On the human taste perception: Molecular-level understanding empowered by computational methods
2021 Pallante, L.; Malavolta, M.; Grasso, G.; Korfiati, A.; Mavroudi, S.; Mavkov, B.; Kalogeras, A.; Alexakos, C.; Martos, V.; Amoroso, D.; di Benedetto, G.; Piga, D.; Theofilatos, K.; Deriu, M. A.
Scrose-driven effects on structure-function relationships in human sweet taste receptor
2021 Pallante, Lorenzo; Malavolta, Marta; Grasso, Gianvito; Deriu, MARCO AGOSTINO
Structural and Functional Analysis of Human Bitter Taste Receptors
2021 Malavolta, Marta; Pallante, Lorenzo; Deriu, Marco Agostino
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Machine Learning Aided Molecular Modelling of Taste to Identify Food Fingerprints / Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Malavolta, Marta; Lambri, Milena; Deriu, Marco. - 102:(2023). ( EFF2023 - 4th INTERNATIONAL CONFERENCE ON ENGINEERING FUTURE FOOD) [10.3303/CET23102048]. | 1-gen-2023 | Pallante, LorenzoCannariato, MarcoMalavolta, MartaDeriu, Marco + | Pallante Lorenzo et al. - 2023 - Machine Learning Aided Molecular Modelling of Tast.pdf |
| A survey on computational taste predictors / Malavolta, Marta; Pallante, Lorenzo; Mavkov, Bojan; Stojceski, Filip; Grasso, Gianvito; Korfiati, Aigli; Mavroudi, Seferina; Kalogeras, Athanasios; Alexakos, Christos; Martos, Vanessa; Amoroso, Daria; Di Benedetto, Giacomo; Piga, Dario; Theofilatos, Konstantinos; Deriu, MARCO AGOSTINO. - In: EUROPEAN FOOD RESEARCH AND TECHNOLOGY. - ISSN 1438-2377. - ELETTRONICO. - 248:(2022), pp. 2215-2235. [10.1007/s00217-022-04044-5] | 1-gen-2022 | Marta MalavoltaLorenzo PallanteMarco Agostino Deriu + | s00217-022-04044-5.pdf |
| Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach / Pallante, Lorenzo; Korfiati, Aigli; Androutsos, Lampros; Stojceski, Filip; Bompotas, Agorakis; Giannikos, Ioannis; Raftopoulos, Christos; Malavolta, Marta; Grasso, Gianvito; Mavroudi, Seferina; Kalogeras, Athanasios; Martos, Vanessa; Amoroso, Daria; Piga, Dario; Theofilatos, Konstantinos; Deriu, Marco A.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 12:1(2022). [10.1038/s41598-022-25935-3] | 1-gen-2022 | Pallante, LorenzoMalavolta, MartaDeriu, Marco A. + | s41598-022-25935-3.pdf |
| Cardiovascular risk prediction: from classical statistical methods to machine learning approaches / Sperti, Michela; Malavolta, Marta; Staunovo Polacco, Federica; Dellavalle, Annalisa; Ruggieri, Rossella; Bergia, Sara; Fazio, Alice; Santoro, Carmine; Deriu, Marco A.. - In: MINERVA CARDIOLOGY AND ANGIOLOGY. - ISSN 2724-5683. - 70:1(2021). [10.23736/S2724-5683.21.05868-3] | 1-gen-2021 | SPERTI, MichelaMALAVOLTA, MartaRUGGIERI, RossellaBERGIA, SaraFAZIO, AliceSANTORO, CarmineDERIU, Marco A. + | Post-print.pdf; Minerva Cardiol Angiol-5868_Proof in PDf.pdf |
| JAK Inhibitors in Immune-Mediated Rheumatic Diseases: from a Molecular Perspective to Clinical Studies / Sperti, Michela; Malavolta, Marta; Ciniero, Gloria; Borrelli, Simone; Cavaglià, Marco; Muscat, Stefano; Tuszynski, JACEK ADAM; Afeltra, Antonella; Paolo Emanuele Margiotta, Domenico; Navarini, Luca. - In: JOURNAL OF MOLECULAR GRAPHICS & MODELLING. - ISSN 1093-3263. - 104:(2021), p. 107789. [10.1016/j.jmgm.2020.107789] | 1-gen-2021 | Michela SpertiMarta MalavoltaGloria CinieroSimone BorrelliMarco CavagliàJacek Adam Tuszynski + | 1-s2.0-S1093326320305787-main.pdf |
| On the human taste perception: Molecular-level understanding empowered by computational methods / Pallante, L.; Malavolta, M.; Grasso, G.; Korfiati, A.; Mavroudi, S.; Mavkov, B.; Kalogeras, A.; Alexakos, C.; Martos, V.; Amoroso, D.; di Benedetto, G.; Piga, D.; Theofilatos, K.; Deriu, M. A.. - In: TRENDS IN FOOD SCIENCE & TECHNOLOGY. - ISSN 0924-2244. - 116:(2021), pp. 445-459. [10.1016/j.tifs.2021.07.013] | 1-gen-2021 | Pallante L.Malavolta M.Deriu M. A. + | 1-s2.0-S0924224421004519-main.pdf |
| Scrose-driven effects on structure-function relationships in human sweet taste receptor / Pallante, Lorenzo; Malavolta, Marta; Grasso, Gianvito; Deriu, MARCO AGOSTINO. - (2021). ( 26th Congress of the European Society of Biomechanics Milan (IT) July 11-14, 2021). | 1-gen-2021 | Lorenzo PallanteMarta MalavoltaMarco Agostino Deriu + | Pallante_01.pdf |
| Structural and Functional Analysis of Human Bitter Taste Receptors / Malavolta, Marta; Pallante, Lorenzo; Deriu, Marco Agostino. - (2021). ( 26th Congress of the European Society of Biomechanics). | 1-gen-2021 | Malavolta, MartaPallante, LorenzoDeriu, Marco Agostino | Malavolta_ESB2021.pdf |