Elia Cellini

11 papers A* 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A scalable flow-based approach to mitigate topological freezing. CoRR Claudio Bonanno, Andrea Bulgarelli, Elia Cellini, Alessandro Nada, Dario Panfalone, Davide Vadacchino, Lorenzo Verzichelli
2025	A*	`conf`	Multilevel Generative Samplers for Investigating Critical Phenomena. ICLR Ankur Singha, Elia Cellini, Kim Andrea Nicoli, Karl Jansen, Stefan Kühn, Shinichi Nakajima
2025	J	`jnl`	Multilevel Generative Samplers for Investigating Critical Phenomena. CoRR Ankur Singha, Elia Cellini, Kim A. Nicoli, Karl Jansen, Stefan Kühn, Shinichi Nakajima
2025	J	`jnl`	Scaling flow-based approaches for topology sampling in SU}(3) gauge theory. CoRR Claudio Bonanno, Andrea Bulgarelli, Elia Cellini, Alessandro Nada, Dario Panfalone, Davide Vadacchino, Lorenzo Verzichelli
2025	J	`jnl`	Studying Effective String Theory using deep generative models. CoRR Michele Caselle, Elia Cellini, Alessandro Nada
2024	J	`jnl`	Flow-based Sampling for Entanglement Entropy and the Machine Learning of Defects. CoRR Andrea Bulgarelli, Elia Cellini, Karl Jansen, Stefan Kühn, Alessandro Nada, Shinichi Nakajima, Kim A. Nicoli, Marco Panero
2024	J	`jnl`	Numerical determination of the width and shape of the effective string using Stochastic Normalizing Flows. CoRR Michele Caselle, Elia Cellini, Alessandro Nada
2024	J	`jnl`	Scaling of Stochastic Normalizing Flows in SU(3) lattice gauge theory. CoRR Andrea Bulgarelli, Elia Cellini, Alessandro Nada
2024	J	`jnl`	Stochastic normalizing flows for Effective String Theory. CoRR Michele Caselle, Elia Cellini, Alessandro Nada
2023	J	`jnl`	Sampling the lattice Nambu-Goto string using Continuous Normalizing Flows. CoRR Michele Caselle, Elia Cellini, Alessandro Nada
2022	J	`jnl`	Stochastic normalizing flows as non-equilibrium transformations. CoRR Michele Caselle, Elia Cellini, Alessandro Nada, Marco Panero