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Giovanni M. Pavan

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2020 – today

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2024
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  - journals/corr/abs-2411-12570
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Simone Martino, Domiziano Doria, Chiara Lionello, Matteo Becchi, Giovanni M. Pavan:
A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information. CoRR abs/2411.12570 (2024)
2023
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  - journals/jcisd/EmpereurmotPCCCPSMP23
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Charly Empereur-mot, Kasper B. Pedersen, Riccardo Capelli, Martina Crippa, Cristina Caruso, Mattia Perrone, Paulo C. T. Souza, Siewert J. Marrink, Giovanni M. Pavan:
Automatic Optimization of Lipid Models in the Martini Force Field Using SwarmCG. J. Chem. Inf. Model. 63(12): 3827-3838 (2023)
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  - journals/mlst/CrippaCCCP23
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Martina Crippa, Annalisa Cardellini, Matteo Cioni, Gábor Csányi, Giovanni M. Pavan:
Machine learning of microscopic structure-dynamics relationships in complex molecular systems. Mach. Learn. Sci. Technol. 4(4): 45044 (2023)

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