Paolo Conti

Multi-fidelity surrogate modeling using long short-term memory networks

J. Hesthaven, A. Manzoni, Mengwu Guo, 2022, ArXiv.

Multi-fidelity surrogate modeling using long short-term memory networks

J. Hesthaven, A. Manzoni, Mengwu Guo, 2022, Computer Methods in Applied Mechanics and Engineering.

Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions

A. Manzoni, A. Frangi, G. Gobat, 2022, ArXiv.

Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions

A. Manzoni, A. Frangi, G. Gobat, 2022, Computer Methods in Applied Mechanics and Engineering.

Multi-fidelity reduced-order surrogate modelling

S. Brunton, J. Kutz, N. Kutz, 2023, Proceedings of the Royal Society A.

EKF-SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics

A. Frangi, Paolo Conti, Luca Rosafalco, 2024, 2404.07536.