Zero-Inertia Limit: From Particle Swarm Optimization to Consensus-Based Optimization. - Cristina Cipriani; Hui Huang; Jinniao Qiu (SIAM J. Math. Anal., 2022)

From NeurODEs to AutoencODEs: a mean-field control framework for width-varying Neural Networks. - Cristina Cipriani; Massimo Fornasier; Alessandro Scagliotti (CoRR, 2023)

A Minimax Optimal Control Approach for Robust Neural ODEs. - Cristina Cipriani; Alessandro Scagliotti; Tobias Wöhrer (ECC, 2024)

The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks. - Andrea Bonfanti; Giuseppe Bruno; Cristina Cipriani (NeurIPS, 2024)