Lorenzo Pallante

Polytechnic University of Turin — Italy

Nursing · Health Sciences

10h-index299citations29works3.92yr avg
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Research Topics

Biochemical Analysis and Sensing Techniques(13), Advanced Chemical Sensor Technologies(8), Protein Structure and Dynamics(5), Computational Drug Discovery Methods(5), RNA and protein synthesis mechanisms(4)

Publications29 total

Explainable machine learning and deep learning models for predicting TAS2R-bitter molecule interactions
Journal of Molecular Graphics and Modelling·2025· 1 cited
LightCPPgen: An explainable machine learning pipeline for rational design of cell penetrating peptides
International Journal of Antimicrobial Agents·2025· 3 citedOpen Access
Unravelling the human taste receptor interactome: machine learning and molecular modelling insights into protein-protein interactions
npj Science of Food·2025Open Access
Exploring TAS2R46 biomechanics through molecular dynamics and network analysis
Frontiers in Molecular Biosciences·2024· 3 citedOpen Access
Cultivated meat beyond bans: Ten remarks from the Italian case toward a reasoned decision-making process
One Earth·2024· 5 citedOpen Access
Predicting multiple taste sensations with a multiobjective machine learning method
npj Science of Food·2024· 21 citedOpen Access
Conformational Dynamics and Molecular Characterization of Alsin MORN monomer and dimeric assemblies
2024Open Access
Conformational Dynamics and Molecular Characterization of Alsin <scp>MORN</scp> Monomer and Dimeric Assemblies
Proteins Structure Function and Bioinformatics·2024· 1 citedOpen Access
Predicting Multiple Taste Sensations with a Multiobjective Machine Learning Method
2024Open Access
Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions
arXiv (Cornell University)·2024Open Access
Author response for "Conformational Dynamics and Molecular Characterization of Alsin &lt;scp&gt;MORN&lt;/scp&gt; Monomer and Dimeric Assemblies"
2024
LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides
arXiv (Cornell University)·2024· 3 citedOpen Access
Artificial intelligence-driven prediction of taste perception, molecular mechanisms, and food molecule trajectory
Science Talks·2024· 3 citedOpen Access
Machine learning approaches to predict TAS2R receptors for bitterants
Biotechnology and Bioengineering·2024· 4 citedOpen Access
VirtuousPocketome: a computational tool for screening protein–ligand complexes to identify similar binding sites
Scientific Reports·2024· 14 citedOpen Access
VirtuousPocketome: A Computational Tool for Screening Protein-ligand Complexes to Identify Similar Binding Sites
2023Open Access
Mechanical communication within the microtubule through network-based analysis of tubulin dynamics
Biomechanics and Modeling in Mechanobiology·2023· 6 citedOpen Access
Exploring TAS2R46 Biomechanics through Molecular Dynamics and Network Analysis
2023· 3 citedOpen Access
VirtuousMultiTaste: Predicting Multiple Taste Sensations with a Multi- objective ML-driven Method
2023· 1 citedOpen Access
Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach
Scientific Reports·2022· 22 citedOpen Access
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Frequent Co-authors

Marco A. Deriu(27), Gianvito Grasso(16), Marco Cannariato(12), Eric A. Zizzi(11), Giacomo Di Benedetto(10), Filip Stojceski(10), Seferina Mavroudi(9), Dario Piga(9), Konstantinos Theofilatos(9), Αθανάσιος Καλογεράς(8), Marcello Miceli(8), Lampros Androutsos(7), Agorakis Bompotas(6), Christos Alexakos(5), Vanessa Martos(4), Marta Malavolta(3), Aigli Korfiati(3), Daria Amoroso(3), Gabriele Maroni(3), Francesco Ferri(3)