Franco Pellegrini

12 papers A* 3A 1Journal 8

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow. ICML Zhonglin Cao, Mario Geiger, Allan dos Santos Costa, Danny Reidenbach, Karsten Kreis, Tomas Geffner, Franco Pellegrini, Guoqing Zhou, Emine Küçükbenli
2025	J	`jnl`	Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow. CoRR Zhonglin Cao, Mario Geiger, Allan dos Santos Costa, Danny Reidenbach, Karsten Kreis, Tomas Geffner, Franco Pellegrini, Guoqing Zhou, Emine Küçükbenli
2025	A	`conf`	Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE. HPDC Jesun Sahariar Firoz, Franco Pellegrini, Mario Geiger, Darren Hsu, Jenna A. Bilbrey, Han-Yi Chou, Maximilian Stadler, Markus Höhnerbach, Tingyu Wang, Dejun Lin, Emine Küçükbenli, Henry W. Sprueill, Ilyes Batatia, Sotiris S. Xantheas, MalSoon Lee, Christopher J. Mundy, Gábor Csányi, Justin S. Smith, Ponnuswamy Sadayappan, Sutanay Choudhury
2025	J	`jnl`	Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE. CoRR Jesun Firoz, Franco Pellegrini, Mario Geiger, Darren Hsu, Jenna A. Bilbrey, Han-Yi Chou, Maximilian Stadler, Markus Hoehnerbach, Tingyu Wang, Dejun Lin, Emine Küçükbenli, Henry W. Sprueill, Ilyes Batatia, Sotiris S. Xantheas, MalSoon Lee, Chris Mundy, Gábor Csányi, Justin S. Smith, Ponnuswamy Sadayappan, Sutanay Choudhury
2024	J	`jnl`	EquiJump: Protein Dynamics Simulation via SO(3)-Equivariant Stochastic Interpolants. CoRR Allan dos Santos Costa, Ilan Mitnikov, Franco Pellegrini, Ameya Daigavane, Mario Geiger, Zhonglin Cao, Karsten Kreis, Tess E. Smidt, Emine Küçükbenli, Joseph Jacobson
2024	J	`jnl`	LATTE: an atomic environment descriptor based on Cartesian tensor contractions. CoRR Franco Pellegrini, Stefano de Gironcoli, Emine Küçükbenli
2023	J	`jnl`	PANNA 2.0: Efficient neural network interatomic potentials and new architectures. CoRR Franco Pellegrini, Ruggero Lot, Yusuf Shaidu, Emine Küçükbenli
2022	A*	`conf`	Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks. ICML Franco Pellegrini, Giulio Biroli
2021	J	`jnl`	Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? CoRR Franco Pellegrini, Giulio Biroli
2020	A*	`conf`	An analytic theory of shallow networks dynamics for hinge loss classification. NeurIPS Franco Pellegrini, Giulio Biroli
2020	J	`jnl`	An analytic theory of shallow networks dynamics for hinge loss classification. CoRR Franco Pellegrini, Giulio Biroli
2020	J	`jnl`	PANNA: Properties from Artificial Neural Network Architectures. Comput. Phys. Commun. Ruggero Lot, Franco Pellegrini, Yusuf Shaidu, Emine Küçükbenli