Elia Cellini

According to our database, Elia Cellini authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

A scalable flow-based approach to mitigate topological freezing.

Claudio Bonanno, Andrea Bulgarelli, Elia Cellini, Alessandro Nada, Dario Panfalone, Davide Vadacchino, Lorenzo Verzichelli

CoRR, January, 2026

2025

Scaling flow-based approaches for topology sampling in SU}(3) gauge theory.

Claudio Bonanno, Andrea Bulgarelli, Elia Cellini, Alessandro Nada, Dario Panfalone, Davide Vadacchino, Lorenzo Verzichelli

CoRR, October, 2025

Studying Effective String Theory using deep generative models.

Michele Caselle, Elia Cellini, Alessandro Nada

CoRR, August, 2025

Multilevel Generative Samplers for Investigating Critical Phenomena.

Ankur Singha, Elia Cellini, Kim Andrea Nicoli, Karl Jansen, Stefan Kühn, Shinichi Nakajima

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Stochastic normalizing flows for Effective String Theory.

Michele Caselle, Elia Cellini, Alessandro Nada

CoRR, 2024

Scaling of Stochastic Normalizing Flows in SU(3) lattice gauge theory.

Andrea Bulgarelli, Elia Cellini, Alessandro Nada

CoRR, 2024

Flow-based Sampling for Entanglement Entropy and the Machine Learning of Defects.

Andrea Bulgarelli, Elia Cellini, Karl Jansen, Stefan Kühn, Alessandro Nada, Shinichi Nakajima, Kim A. Nicoli, Marco Panero

CoRR, 2024

Numerical determination of the width and shape of the effective string using Stochastic Normalizing Flows.

Michele Caselle, Elia Cellini, Alessandro Nada

CoRR, 2024

2023

Sampling the lattice Nambu-Goto string using Continuous Normalizing Flows.

Michele Caselle, Elia Cellini, Alessandro Nada

CoRR, 2023

2022

Stochastic normalizing flows as non-equilibrium transformations.

Michele Caselle, Elia Cellini, Alessandro Nada, Marco Panero

CoRR, 2022