Andrea Papini

Postdoc at Applied Mathematics and Statistics

I recently obtained my PhD at the Scuola Normale Superiore in Pisa, under the supervision of Franco Flandoli, and will join the group of Annika Lang as a postdoc.
My main research interest lies in the study of the effect of turbulence in coagulation processes such as rain and planetoid formation, with a focus on point vortex dynamics and its simulation. Investigating the role of eddy diffusion in turbulent velocity field and a link to coagulation enhancement and the formation of new structure in the fluid. For such research I employ techniques from PDE/SPDE theory and model arising from scaling limit of interacting particle systems under the action of a transport type random vector field.

Source: chalmers.se
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Showing 3 publications

2025

Improving Performance in Neural Networks by Dendrite-Activated Connection

Carlo Metta, Marco Fantozzi, Andrea Papini et al
Studies in Classification Data Analysis and Knowledge Organization, p. 133-141
Paper in proceeding
2025

Exploration and generalization in deep learning with SwitchPath activations

Antonio Di Cecco, Andrea Papini, Carlo Metta et al
Machine Learning. Vol. 114 (9)
Journal article
2024

Smoluchowski Coagulation Equation with Velocity Dependence

Franco Flandoli, Ruojun Huang, Andrea Papini
SIAM Journal on Mathematical Analysis. Vol. 56 (4), p. 5634-5677
Journal article

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Showing 1 research projects

2023–2028

Time-Evolving Stochastic Manifolds (StochMan)

Annika Lang Applied Mathematics and Statistics
Ioanna Motschan-Armen Applied Mathematics and Statistics
Stig Larsson Applied Mathematics and Statistics
David Cohen Applied Mathematics and Statistics
Erik Jansson Applied Mathematics and Statistics
Björn Gernot Müller Applied Mathematics and Statistics
Mike Pereira Automatic Control
Andrea Papini Applied Mathematics and Statistics
European Commission (EC)

6 publications exist
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