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.
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.
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
In silico Investigations of the Mode of Action of Novel Colchicine Derivatives Targeting β-Tubulin Isotypes: A Search for a Selective and Specific β-III Tubulin Ligand
2020 Pallante, L.; Rocca, A.; Klejborowska, G.; Huczynski, A.; Grasso, G.; Tuszynski, J. A.; Deriu, M. A.
Molecular and Coarse-Grained Modeling to Characterize and Optimize Dendrimer-Based Nanocarriers for Short Interfering RNA Delivery
2020 Stojceski, F.; Grasso, G.; Pallante, L.; Danani, A.
The impact of natural compounds on s-shaped aβ42 fibril: From molecular docking to biophysical characterization
2020 Muscat, S.; Pallante, L.; Stojceski, F.; Danani, A.; Grasso, G.; Deriu, M. A.
| 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 |
| 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 |
| 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 |
| In silico Investigations of the Mode of Action of Novel Colchicine Derivatives Targeting β-Tubulin Isotypes: A Search for a Selective and Specific β-III Tubulin Ligand / Pallante, L., Rocca, A., Klejborowska, G., Huczynski, A., Grasso, G., Tuszynski, J.A., Deriu, M.A.. - In: FRONTIERS IN CHEMISTRY. - ISSN 2296-2646. - 8:108(2020), pp. 1-8. [10.3389/fchem.2020.00108] | 1-gen-2020 | Pallante L.Tuszynski J. A.Deriu M. A. + | Pallante2020.pdf |
| Molecular and Coarse-Grained Modeling to Characterize and Optimize Dendrimer-Based Nanocarriers for Short Interfering RNA Delivery / Stojceski, F., Grasso, G., Pallante, L., Danani, A.. - In: ACS OMEGA. - ISSN 2470-1343. - 5:6(2020), pp. 2978-2986. [10.1021/acsomega.9b03908] | 1-gen-2020 | Pallante L. + | Stojceski et al. - 2020 - Molecular and Coarse-Grained Modeling to Characterize and Optimize Dendrimer-Based Nanocarriers for Short Inte.pdf |
| The impact of natural compounds on s-shaped aβ42 fibril: From molecular docking to biophysical characterization / Muscat, S., Pallante, L., Stojceski, F., Danani, A., Grasso, G., Deriu, M.A.. - In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. - ISSN 1661-6596. - 21:6(2020), p. 2017. [10.3390/ijms21062017] | 1-gen-2020 | Muscat S.Pallante L.Stojceski F.Deriu M. A. + | Muscat et al. - 2020 - The Impact of Natural Compounds on S-Shaped Aβ42 Fibril From Molecular Docking to Biophysical Characterization.pdf |