ROSAFALCO, LUCA
An autoencoder-based deep learning approach for load identification in structural dynamics
2021-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
EKF–SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics
2024-01-01 Rosafalco, Luca; Conti, Paolo; Manzoni, Andrea; Mariani, Stefano; Frangi, Attilio
Fully convolutional networks for structural health monitoring through multivariate time series classification
2020-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
Mastering Truss Structure Optimization With Tree Search
2025-01-01 Garayalde, Gabriel; Rosafalco, Luca; Torzoni, Matteo; Corigliano, Alberto
Multi-storey shear type buildings under earthquake loading: Adversarial learning-based prediction of the transient dynamics and damage classification
2023-01-01 Gatti, F.; Rosafalco, L.; Colombera, G.; Mariani, S.; Corigliano, A.
Online learning in bifurcating dynamic systems via SINDy and Kalman filtering
2025-01-01 Rosafalco, L; Conti, P; Manzoni, A; Mariani, S; Frangi, A
Online structural health monitoring by model order reduction and deep learning algorithms
2021-01-01 Rosafalco, L; Torzoni, M; Manzoni, A; Mariani, S; Corigliano, A
Optimised graded metamaterials for mechanical energy confinement and amplification via reinforcement learning
2023-01-01 Rosafalco, Luca; DE PONTI, JACOPO MARIA; Iorio, Luca; Ardito, Raffaele; Corigliano, Alberto
Optimization of graded arrays of resonators for energy harvesting in sensors as a Markov decision process solved via reinforcement learning
2022-01-01 Rosafalco, Luca; De Ponti, Jacopo Maria; Iorio, Luca; Ardito, Raffaele; Corigliano, Alberto
Reinforcement learning optimisation for graded metamaterial design using a physical-based constraint on the state representation and action space
2023-01-01 Rosafalco, L.; De Ponti, J. M.; Iorio, L.; Craster, R. V.; Ardito, R.; Corigliano, A.
SHM under varying environmental conditions: an approach based on model order reduction and deep learning
2022-01-01 Torzoni, Matteo; Rosafalco, Luca; Manzoni, Andrea; Mariani, Stefano; Corigliano, Alberto
System Identification via Unscented Kalman Filtering and Model Class Selection
2024-01-01 Rosafalco, L.; Eftekhar Azam, S.; Mariani, S.; Corigliano, A.