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L

Lorenzo Pallante

department of mechanical and aerospace engineering

10H-index
29Paper Count
308Citation Count
Published Papers 16
Publication Date
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Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions
errJournal of Molecular Graphics and Modelling
IF3
err2025-10-08
err0
errOAAI
errFrancesco Ferri; Marco Cannariato; Lorenzo Pallante; Eric A. Zizzi; Marcello Miceli; Marco A. Deriu
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LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides
errInternational Journal of Antimicrobial Agents
IF4.6
err2025-09-08
err0
errOAAI
errGabriele Maroni; Filip Stojceski; Lorenzo Pallante; Marco A. Deriu; Dario Piga; Gianvito Grasso
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errSave
Unravelling the human taste receptor interactome: machine learning and molecular modelling insights into protein-protein interactions
errnpj Science of Food
IF7.8
err2025-07-01
err0
errOAAI
errHarry Zaverdas; Filip Stojceski; Rocío Romero-Zaliz; Lampros Androutsos; Pantelis Makrygiannis; Lorenzo Pallante; Vanessa Martos; Gianvito Grasso; Marco A. Deriu; Konstantinos Theofilatos; Seferina Mavroudi
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Exploring TAS2R46 biomechanics through molecular dynamics and network analysis
errFRONTIERS IN MOLECULAR BIOSCIENCES
IF4
err2024-12-02
err1
errOAAI
errCannariato, Marco; Fanunza, Riccardo; Zizzi, Eric A.; Miceli, Marcello; Di Benedetto, Giacomo; Deriu, Marco A.; Pallante, Lorenzo
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Predicting multiple taste sensations with a multiobjective machine learning method
errNPJ SCIENCE OF FOOD
IF7.8
err2024-07-25
err3
errOAAI
errAndroutsos, 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
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Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric Assemblies
errPROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS
IF2.8
err2024-07-18
err0
PREAI
errMiceli, Marcello; Cannariato, Marco; Tortarolo, Riccardo; Pallante, Lorenzo; Zizzi, Eric A.; Deriu, Marco A.
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Machine learning approaches to predict TAS2R receptors for bitterants
errBIOTECHNOLOGY AND BIOENGINEERING
IF3.6
err2024-04-08
err0
PREAI
errFerri, Francesco; Cannariato, Marco; Deriu, Marco Agostino; Pallante, Lorenzo
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errSave
VirtuousPocketome: a computational tool for screening protein-ligand complexes to identify similar binding sites
errSCIENTIFIC REPORTS
IF3.9
err2024-03-15
err4
errOAAI
errPallante, 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.
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Mechanical communication within the microtubule through network-based analysis of tubulin dynamics
errBIOMECHANICS AND MODELING IN MECHANOBIOLOGY
IF2.7
err2023-12-07
err4
errOAAI
errCannariato, Marco; Zizzi, Eric A.; Pallante, Lorenzo; Miceli, Marcello; Deriu, Marco A.
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errSave
Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach
errSCIENTIFIC REPORTS
IF3.9
err2022-12-16
err10
errOAAI
errPallante, 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.
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A survey on computational taste predictors
errEUROPEAN FOOD RESEARCH AND TECHNOLOGY
IF3.2
err2022-05-26
err19
errOAAI
errMalavolta, 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
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Informed classification of sweeteners/bitterants compounds via explainable machine learning
errCURRENT RESEARCH IN FOOD SCIENCE
IF7
err2022-01-01
err14
errOAAI
errMaroni, Gabriele; Pallante, Lorenzo; Di Benedetto, Giacomo; Deriu, Marco A.; Piga, Dario; Grasso, Gianvito
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errSave
On the human taste perception: Molecular-level understanding empowered by computational methods
errTRENDS IN FOOD SCIENCE & TECHNOLOGY
IF15.4
err2021-10-01
err29
errOAAI
errPallante, Lorenzo; Malavolta, Marta; Grasso, Gianvito; Korfiati, Aigli; Mavroudi, Seferina; Mavkov, Bojan; Kalogeras, Athanasios; Alexakos, Christos; Martos, Vanessa; Amoroso, Daria; di Benedetto, Giacomo; Piga, Dario; Theofilatos, Konstantinos; Deriu, Marco A.
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Noncovalent Interactions with PAMAM and PPI Dendrimers Promote the Cellular Uptake and Photodynamic Activity of Rose Bengal: The Role of the Dendrimer Structure
errJOURNAL OF MEDICINAL CHEMISTRY
IF6.8
err2021-09-21
err13
errOAAI
errSztandera, Krzysztof; Gorzkiewicz, Michal; Martins, Ana Sofia Dias; Pallante, Lorenzo; Zizzi, Eric Adriano; Miceli, Marcello; Batal, Mateusz; Reis, Catarina Pinto; Deriu, Marco A.; Klajnert-Maculewicz, Barbara
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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
errFRONTIERS IN CHEMISTRY
IF4.2
err2020-02-21
err15
errOAAI
errPallante, Lorenzo; Rocca, Antonio; Klejborowska, Greta; Huczynski, Adam; Grasso, Gianvito; Tuszynski, Jack A.; Deriu, Marco A.
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Molecular and Coarse-Grained Modeling to Characterize and Optimize Dendrimer-Based Nanocarriers for Short Interfering RNA Delivery
errACS OMEGA
IF4.3
err2020-02-07
err11
errOAAI
errStojceski, Filip; Grasso, Gianvito; Pallante, Lorenzo; Danani, Andrea
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jack A. Tuszyński
H-index: 64 · Papers: 919
B
Barbara Klajnert‐Maculewicz
H-index: 50 · Papers: 199
C
Catarina Pinto Reis
H-index: 42 · Papers: 247
A
Adam Huczyński
H-index: 33 · Papers: 294
D
Dario Piga
H-index: 31 · Papers: 249
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