Giovanni Doni

University of Applied Sciences and Arts of Southern Switzerland — Switzerland

Biochemistry, Genetics and Molecular Biology · Life Sciences

8h-index295citations29works0.02yr avg
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Research Topics

Protein Structure and Dynamics(7), Lipid Membrane Structure and Behavior(7), Polymer composites and self-healing(6), Metabolomics and Mass Spectrometry Studies(6), Supramolecular Self-Assembly in Materials(6)

Publications29 total

Classifying soft self-assembled materials via unsupervised machine learning of defects
Communications Chemistry·2022· 37 citedOpen Access
Research data supporting: "Classifying soft self-assembled materials via unsupervised machine learning of defects"
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Research data supporting: "Classifying soft self-assembled materials via unsupervised machine learning of defects"
2022Open Access
Automatic multi-objective optimization of coarse-grained lipid force fields using <i>SwarmCG</i>
The Journal of Chemical Physics·2022· 16 citedOpen Access
Classifying soft self-assembled materials via unsupervised machine learning of defects
arXiv (Cornell University)·2021Open Access
Research data supporting: "A Data-Driven Dimensionality Reduction Approach to Compare and Classify Lipid Force Fields"
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Research data supporting: "A Data-Driven Dimensionality Reduction Approach to Compare and Classify Lipid Force Fields"
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Controlling Exchange Pathways in Dynamic Supramolecular Polymers by Controlling Defects
ACS Nano·2021· 35 citedOpen Access
Research Data Supporting "Controlling Exchange Pathways in Dynamic Supramolecular Polymers by Controlling Defects"
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Research Data Supporting "Controlling Exchange Pathways in Dynamic Supramolecular Polymers by Controlling Defects"
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
A Data-Driven Dimensionality Reduction Approach to Compare and Classify Lipid Force Fields
The Journal of Physical Chemistry B·2021· 30 citedOpen Access
Automatic Middle-Out Optimisation of Coarse-Grained Lipid Force Fields
arXiv (Cornell University)·2021Open Access
A Data-Driven Dimensionality Reduction Approach to Compare and Classify Lipid Force Fields
2021· 1 citedOpen Access
A Data-Driven Dimensionality Reduction Approach to Compare and Classify Lipid Force Fields
2021· 1 citedOpen Access
A Data-Driven Dimensionality Reduction Approach to Compare and Classify Lipid Force Fields
2021· 1 citedOpen Access
A Data-Driven Dimensionality Reduction Approach to Compare and Classify Lipid Force Fields
2021· 1 citedOpen Access
Controlling Exchange Pathways in Dynamic Supramolecular Polymers by Controlling Defects
2021· 8 citedOpen Access
Controlling Exchange Pathways in Dynamic Supramolecular Polymers by Controlling Defects
2021Open Access
Controlling Exchange Pathways in Dynamic Supramolecular Polymers by Controlling Defects
2021· 2 citedOpen Access
<i>Swarm-CG</i> : Automatic Parametrization of Bonded Terms in MARTINI-Based Coarse-Grained Models of Simple to Complex Molecules <i>via</i> Fuzzy Self-Tuning Particle Swarm Optimization
ACS Omega·2020· 75 citedOpen Access
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Frequent Co-authors

Giovanni M. Pavan(25), Andrea Gardin(17), Charly Empereur‐mot(10), Riccardo Capelli(10), Davide Bochicchio(7), Anna Lucia de Marco(6), Claudio Perego(5), Alessandro De Vita(4), Andrea Danani(2), Alan E. Enciso(2), Riccardo Nifosı̀(2), Ferruccio Palazzesi(2), Roberto González-Rodríguez(2), Jeffery L. Coffer(2), Amy V. Walker(2), Ahmed A. Mohamed(2), Eric E. Simanek(2), Pietro Parisse(2), Loredana Casalis(2), Mattia Perrone(2)