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L

Lorenzo Pallante

department of mechanical and aerospace engineering

10H指数
29论文数
308被引数
收录论文 16
发表时间
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Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions可解释机器学习与深度学习模型在预测TAS2R-苦味分子相互作用中的应用
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
err分享
err收藏
LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating PeptidesLightCPPgen：一种用于细胞穿膜肽理性设计的可解释机器学习流水线
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
err分享
err收藏
Unravelling the human taste receptor interactome: machine learning and molecular modelling insights into protein-protein interactions解析人类味觉受体互作组：机器学习和分子建模对蛋白质-蛋白质相互作用的见解
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
err分享
err收藏
Exploring TAS2R46 biomechanics through molecular dynamics and network analysis通过分子动力学和网络分析探索TAS2R46生物力学
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
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
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.
err分享
err收藏
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.
err分享
err收藏
A survey on computational taste predictors关于计算味觉预测器的调查
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
err分享
err收藏
Informed classification of sweeteners/bitterants compounds via explainable machine learning通过可解释的机器学习对甜味剂/苦味剂化合物进行知情分类
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
err分享
err收藏
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.
err分享
err收藏
Noncovalent Interactions with PAMAM and PPI Dendrimers Promote the Cellular Uptake and Photodynamic Activity of Rose Bengal: The Role of the Dendrimer Structure与PAMAM和PPI树枝状聚合物的非共价相互作用促进了玫瑰红的细胞摄取和光动力活性: 树枝状聚合物结构的作用
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
err分享
err收藏
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在计算机上研究靶向 β-微管蛋白同种型的新型秋水仙碱衍生物的作用方式: 寻找选择性和特异性的 β-iii微管蛋白配体
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.
err分享
err收藏
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
err分享
err收藏

研究方向

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合作学者
合作期刊
J
Jack A. Tuszyński
H 指数: 64 · 论文数: 920
B
Barbara Klajnert‐Maculewicz
H 指数: 50 · 论文数: 199
C
Catarina Pinto Reis
H 指数: 42 · 论文数: 247
A
Adam Huczyński
H 指数: 33 · 论文数: 296
D
Dario Piga
H 指数: 31 · 论文数: 251
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