Andrea Papini

Postdoc, Scuola Normale Superiore, Chalmers University of Technology

Joined

July 2025

Names

Andrea Papini (Preferred)

Emails

****@chalmers.se (Confirmed)

Personal Links

Career & Education History

Postdoc

Scuola Normale Superiore, Chalmers University of Technology (chalmers.se)

2024 – 2027

PhD student

School of Education Pisa (sns.it)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Physics informed neural network

2024 – 2025

Neural network approximation properties

2022 – 2024

Stochastic gradient descent algorithms

2018 – 2022

Publications

SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics
Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton
- DS (1) 2024
- Readers: Everyone
Achieving Predictive Precision: Leveraging LSTM and Pseudo Labeling for Volvo's Discovery Challenge at ECML-PKDD 2024
Carlo Metta, Marco Gregnanin, Andrea Papini, Silvia Giulia Galfrè, Andrea Fois, Francesco Morandin, Marco Fantozzi, Maurizio Parton
- CoRR 2024
- Readers: Everyone
Increasing biases can be more efficient than increasing weights
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
- WACV 2024
- Readers: Everyone
Smoluchowski Coagulation Equation with Velocity Dependence
Franco Flandoli, Ruojun Huang, Andrea Papini
- SIAM J. Math. Anal. 2024
- Readers: Everyone
Improving Performance in Neural Networks by Dendrites-Activated Connections
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
- 2023 (modified: 24 Jan 2023)
- CoRR 2023
- Readers: Everyone

Co-Authors