Archivio Istituzionale della RicercaPALLANTE, LORENZO
PALLANTE, LORENZO
Dipartimento di Ingegneria Meccanica e Aerospaziale
059147
Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions
2026 Ferri, Francesco; Cannariato, Marco; Pallante, Lorenzo; Zizzi, Eric A.; Miceli, Marcello; Deriu, Marco A.
Artificial intelligence-driven prediction of taste perception, molecular mechanisms, and food molecule trajectory
2024 Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Lambri, Milena; Deriu, Marco A.
Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric Assemblies
2024 Miceli, Marcello; Cannariato, Marco; Tortarolo, Riccardo; Pallante, Lorenzo; Zizzi, Eric A.; Deriu, Marco A.
Cultivated meat beyond bans: Ten remarks from the Italian case toward a reasoned decision-making process
2024 Antonio Fino, Michele; Anza`, Bruna; Bairati, Lorenzo; Bertini, Ilaria; Biolatti, Bartolomeo; Biressi, Stefano; Tiziana Cannizzo, Francesca; Cavallarin, Laura; Conti, Luciano; Deriu, Marco; Gargioli, Cesare; Loera, Barbara; Lo Sapio, Luca; Marchisio, Daniele; Pallante, Lorenzo; Stano, Simona; Torri, Luisa; Bertero, Alessandro; Massai, Diana
Exploring TAS2R46 biomechanics through molecular dynamics and network analysis
2024 Cannariato, Marco; Fanunza, Riccardo; Zizzi, Eric A.; Miceli, Marcello; Di Benedetto, Giacomo; Deriu, Marco A.; Pallante, Lorenzo
Machine learning approaches to predict TAS2R receptors for bitterants
2024 Ferri, Francesco; Cannariato, Marco; Deriu, Marco Agostino; Pallante, Lorenzo
Mechanical communication within the microtubule through network‑based analysis of tubulin dynamics
2024 Cannariato, Marco; Zizzi, Eric Adriano; Pallante, Lorenzo; Miceli, Marcello; Deriu, Marco Agostino
Predicting multiple taste sensations with a multiobjective machine learning method
2024 Androutsos, Lampros; Pallante, Lorenzo; Bompotas, Agorakis; Stojceski, Filip; Grasso, Gianvito; Piga, Dario; Di Benedetto, Giacomo; Alexakos, Christos; Kalogeras, Athanasios; Theofilatos, Konstantinos; Deriu, Marco A.; Mavroudi, Seferina
VirtuousPocketome: a computational tool for screening protein–ligand complexes to identify similar binding sites
2024 Pallante, Lorenzo; Cannariato, Marco; Androutsos, Lampros; Zizzi, Eric A.; Bompotas, Agorakis; Hada, Xhesika; Grasso, Gianvito; Kalogeras, Athanasios; Mavroudi, Seferina; Di Benedetto, Giacomo; Theofilatos, Konstantinos; Deriu, Marco A.
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
Informed classification of sweeteners/bitterants compounds via explainable machine learning
2022 Maroni, Gabriele; Pallante, Lorenzo; Di Benedetto, Giacomo; Deriu, Marco A.; Piga, Dario; Grasso, Gianvito
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.
Noncovalent Interactions with PAMAM and PPI Dendrimers Promote the Cellular Uptake and Photodynamic Activity of Rose Bengal: The Role of the Dendrimer Structure
2021 Sztandera, Krzysztof; Gorzkiewicz, Michał; Sofia Dias Martins, Ana; Pallante, Lorenzo; Zizzi, ERIC ADRIANO; Miceli, Marcello; Ba̧tal, Mateusz; Pinto Reis, Catarina; Deriu, Marco A.; Klajnert-Maculewicz, Barbara
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.
PAMAM and PPI dendrimers as potential anti-cancer drug carriers: a computational investigation
2021 Zizzi, Eric A.; Pallante, Lorenzo; Miceli, Marcello; Sztandera, Krzysztof; Bątal, Mateusz; Tuszynski, Jacek A.; Deriu, Marco 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
Understanding the molecular binding mechanism of colchicine derivatives targeting bIII human tubulin isotype
2021 Pallante, Lorenzo; Zizzi, ERIC ADRIANO; Miceli, Marcello; Grasso, Gianvito; Huczynski, Adam; Tuszynski, Jack A.; Deriu, Marco A.
Computational molecular modelling as a platform for a deeper understanding of protein dynamics and rational drug design
2020 Deriu, Marco A.; Morbiducci, Umberto; Tuszynski, Jack A.; Pallante, Lorenzo; Grasso, Gianvito
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions / Ferri, F., Cannariato, M., Pallante, L., Zizzi, E.A., Miceli, M., Deriu, M.A.. - In: JOURNAL OF MOLECULAR GRAPHICS & MODELLING. - ISSN 1093-3263. - 142:(2026). [10.1016/j.jmgm.2025.109187] | 1-gen-2026 | Cannariato, MarcoPallante, LorenzoZizzi, Eric A.Miceli, MarcelloDeriu, Marco A. + | 1-s2.0-S1093326325002475-main.pdf |
| Artificial intelligence-driven prediction of taste perception, molecular mechanisms, and food molecule trajectory / Pallante, L., Cannariato, M., Vezzulli, F., Lambri, M., Deriu, M.A.. - In: SCIENCE TALKS. - ISSN 2772-5693. - (2024). [10.1016/j.sctalk.2024.100353] | 1-gen-2024 | Pallante, LorenzoCannariato, MarcoDeriu, Marco A. + | - |
| Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric Assemblies / Miceli, M., Cannariato, M., Tortarolo, R., Pallante, L., Zizzi, E.A., Deriu, M.A.. - In: PROTEINS. - ISSN 0887-3585. - (2024). [10.1002/prot.26728] | 1-gen-2024 | Miceli, MarcelloCannariato, MarcoTortarolo, RiccardoPallante, LorenzoZizzi, Eric A.Deriu, Marco A. | Proteins - 2024 - Miceli - Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric.pdf |
| Cultivated meat beyond bans: Ten remarks from the Italian case toward a reasoned decision-making process / Antonio Fino, M., Anza`, B., Bairati, L., Bertini, I., Biolatti, B., Biressi, S., Tiziana Cannizzo, F., Cavallarin, L., Conti, L., Deriu, M., Gargioli, C., Loera, B., Lo Sapio, L., Marchisio, D., Pallante, L., Stano, S., Torri, L., Bertero, A., Massai, D.. - In: ONE EARTH. - ISSN 2590-3322. - ELETTRONICO. - 7:12(2024), pp. 2108-2111. [10.1016/j.oneear.2024.11.002] | 1-gen-2024 | Bruna Anza`Marco DeriuDaniele MarchisioLorenzo PallanteDiana Massai + | 2024_Fino_CultivatedMeatBeyondBans.pdf; 2023 CC BY JPLA.pdf |
| Exploring TAS2R46 biomechanics through molecular dynamics and network analysis / Cannariato, M., Fanunza, R., Zizzi, E.A., Miceli, M., Di Benedetto, G., Deriu, M.A., Pallante, L.. - In: FRONTIERS IN MOLECULAR BIOSCIENCES. - ISSN 2296-889X. - 11:(2024). [10.3389/fmolb.2024.1473675] | 1-gen-2024 | Cannariato, MarcoZizzi, Eric A.Miceli, MarcelloDeriu, Marco A.Pallante, Lorenzo + | fmolb-1-1473675-1.pdf |
| Machine learning approaches to predict TAS2R receptors for bitterants / Ferri, F., Cannariato, M., Deriu, M.A., Pallante, L.. - In: BIOTECHNOLOGY AND BIOENGINEERING. - ISSN 0006-3592. - (2024). [10.1002/bit.28709] | 1-gen-2024 | Cannariato, MarcoDeriu, Marco AgostinoPallante, Lorenzo + | - |
| Mechanical communication within the microtubule through network‑based analysis of tubulin dynamics / Cannariato, M., Zizzi, E.A., Pallante, L., Miceli, M., Deriu, M.A.. - In: BIOMECHANICS AND MODELING IN MECHANOBIOLOGY. - ISSN 1617-7959. - ELETTRONICO. - (2024). [10.1007/s10237-023-01792-5] | 1-gen-2024 | Cannariato, MarcoZizzi, Eric AdrianoPallante, LorenzoMiceli, MarcelloDeriu, Marco Agostino | s10237-023-01792-5.pdf |
| Predicting multiple taste sensations with a multiobjective machine learning method / Androutsos, L., Pallante, L., Bompotas, A., Stojceski, F., Grasso, G., Piga, D., Di Benedetto, G., Alexakos, C., Kalogeras, A., Theofilatos, K., Deriu, M.A., Mavroudi, S.. - In: NPJ SCIENCE OF FOOD. - ISSN 2396-8370. - 8:1(2024). [10.1038/s41538-024-00287-6] | 1-gen-2024 | Pallante, LorenzoDeriu, Marco A. + | s41538-024-00287-6.pdf |
| VirtuousPocketome: a computational tool for screening protein–ligand complexes to identify similar binding sites / Pallante, L., Cannariato, M., Androutsos, L., Zizzi, E.A., Bompotas, A., Hada, X., Grasso, G., Kalogeras, A., Mavroudi, S., Di Benedetto, G., Theofilatos, K., Deriu, M.A.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:1(2024). [10.1038/s41598-024-56893-7] | 1-gen-2024 | Pallante, LorenzoCannariato, MarcoZizzi, Eric A.Deriu, Marco A. + | s41598-024-56893-7-1.pdf |
| Machine Learning Aided Molecular Modelling of Taste to Identify Food Fingerprints / Pallante, L., Cannariato, M., Vezzulli, F., Malavolta, M., Lambri, M., Deriu, M.. - 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, M., Pallante, L., Mavkov, B., Stojceski, F., Grasso, G., Korfiati, A., Mavroudi, S., Kalogeras, A., Alexakos, C., Martos, V., Amoroso, D., Di Benedetto, G., Piga, D., Theofilatos, K., Deriu, M.A.. - 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 |
| Informed classification of sweeteners/bitterants compounds via explainable machine learning / Maroni, G., Pallante, L., Di Benedetto, G., Deriu, M.A., Piga, D., Grasso, G.. - In: CURRENT RESEARCH IN FOOD SCIENCE. - ISSN 2665-9271. - 5:(2022), pp. 2270-2280. [10.1016/j.crfs.2022.11.014] | 1-gen-2022 | Lorenzo PallanteMarco A. Deriu + | 1-s2.0-S2665927122002179-main.pdf |
| Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach / Pallante, L., Korfiati, A., Androutsos, L., Stojceski, F., Bompotas, A., Giannikos, I., Raftopoulos, C., Malavolta, M., Grasso, G., Mavroudi, S., Kalogeras, A., Martos, V., Amoroso, D., Piga, D., Theofilatos, K., Deriu, M.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 |
| Noncovalent Interactions with PAMAM and PPI Dendrimers Promote the Cellular Uptake and Photodynamic Activity of Rose Bengal: The Role of the Dendrimer Structure / Sztandera, K., Gorzkiewicz, M., Sofia Dias Martins, A., Pallante, L., Zizzi, E.A., Miceli, M., Ba̧tal, M., Pinto Reis, C., Deriu, M.A., Klajnert-Maculewicz, B.. - In: JOURNAL OF MEDICINAL CHEMISTRY. - ISSN 0022-2623. - (2021). [10.1021/acs.jmedchem.1c01080] | 1-gen-2021 | Lorenzo PallanteEric Adriano ZizziMarcello MiceliMarco A. Deriu + | acs.jmedchem.1c01080.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 |
| PAMAM and PPI dendrimers as potential anti-cancer drug carriers: a computational investigation / Zizzi, E.A., Pallante, L., Miceli, M., Sztandera, K., Bątal, M., Tuszynski, J.A., Deriu, M.A.. - ELETTRONICO. - (2021). (CANCERTO - NANOSCIENCE IN CANCER IMMUNOTHERAPY March 9–11, 2021) [10.3389/978-2-88966-543-3]. | 1-gen-2021 | Eric A. ZizziLorenzo PallanteMarcello MiceliJacek A. TuszynskiMarco A. Deriu + | Zizzi_published.pdf |
| Scrose-driven effects on structure-function relationships in human sweet taste receptor / Pallante, L., Malavolta, M., Grasso, G., Deriu, M.A.. - (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, M., Pallante, L., Deriu, M.A.. - (2021). (26th Congress of the European Society of Biomechanics ). | 1-gen-2021 | Malavolta, MartaPallante, LorenzoDeriu, Marco Agostino | Malavolta_ESB2021.pdf |
| Understanding the molecular binding mechanism of colchicine derivatives targeting bIII human tubulin isotype / Pallante, L., Zizzi, E.A., Miceli, M., Grasso, G., Huczynski, A., Tuszynski, J.A., Deriu, M.A.. - (2021). (CANCERTO - NANOSCIENCE IN CANCER IMMUNOTHERAPY March 9–11, 2021) [10.3389/978-2-88966-543-3]. | 1-gen-2021 | Lorenzo PallanteEric Adriano ZizziMarcello MiceliMarco A. Deriu + | CONFERENCE-PROCEEDINGS_compressed.pdf |
| Computational molecular modelling as a platform for a deeper understanding of protein dynamics and rational drug design / Deriu, M.A., Morbiducci, U., Tuszynski, J.A., Pallante, L., Grasso, G.. - In: BIOMEDICAL SCIENCE AND ENGINEERING. - ISSN 2531-9892. - (2020). [10.4081/bse.2019.87] | 1-gen-2020 | Deriu, Marco A.Morbiducci, UmbertoPallante, Lorenzo + | Grasso et al. - 2020 - Computational molecular modelling as a platform for a deeper understanding of protein dynamics and rational drug.pdf |