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GiovanniMaria Piccini

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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99

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Scholarly Papers (3)

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1.

Protonation Dynamics of Confined Ethanol–Water Mixtures in H-ZSM-5 from Machine Learning-Driven Metadynamics

Number of pages: 29 Posted: 09 Oct 2025
Princy Jarngal, Benjamin A. Jackson, Simuck F. Yuk, Difan Zhang, Mal-Soon Lee, Maria Cristina Menziani, Vassiliki-Alexandra Glezakou, Roger Rousseau and GiovanniMaria Piccini
RWTH Aachen University, affiliation not provided to SSRN, United States Military Academy, West Point - Department of Chemical and Biological Science and Engineering, Government of the United States of America - Pacific Northwest National Laboratory, affiliation not provided to SSRN, University of Modena and Reggio Emilia - Dipartimento di Scienze Chimiche e Geologiche, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and affiliation not provided to SSRN
Downloads 63 (933,592)

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protonation equilibrium, molecular dynamics, metadynamics, machine learning potentials

2.

Nature and pH-dependent Surface Chemistry of TiN in Aqueous Environment from Ab-Initio and Machine Learning Accelerated Simulations

Number of pages: 24 Posted: 09 Mar 2026
Clara Saetta, Alessandro Bonardi, Riccardo Todisco, Ilaria Barlocco, Alberto Villa, Alessandro Morittu, GiovanniMaria Piccini and Giovanni Di Liberto
University of Milan-Bicocca, University of Milan-Bicocca, University of Milan-Bicocca, Università degli Studi di Milano, Università degli Studi di Milano, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Milan-Bicocca
Downloads 25 (1,385,945)

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Density functional theory, Titanium Nitride, Molecular dynamics, Machine Learning Interatomic Potentials

3.

Polymer-biofilm interface enables exceptional hydrovoltaic electricity generation

Number of pages: 23 Posted: 06 Apr 2026
Zhiwu Yan, Feng-Ying Cai, Tingting Chen, Yi-Ying He, Qiu−Xiang He, Christopher Rensing, GiovanniMaria Piccini, jian Lü and Shungui Zhou
Fujian Agriculture and Forestry University, Fujian Agriculture and Forestry University, Fujian Agriculture and Forestry University, Fujian Agriculture and Forestry University, Fujian Agriculture and Forestry University, Fujian Agriculture and Forestry University, affiliation not provided to SSRN, Fujian Agriculture and Forestry University and Fujian Agriculture and Forestry University
Downloads 11 (1,534,404)

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Hydrovoltaic electricity generation, Shewanella oneidensis, In situ polymerization, Polypyrrole, Charge redistribution