Mariani, Stefano

1. Online structural health monitoring by model order reduction and deep\n learning algorithms
   2021/03/26 by Luca Rosafalco, Rosafalco, Luca, Matteo Torzoni +7 · 4 citations
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Hydraulic and Pneumatic Systems #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Structural Health Monitoring Techniques
2. Fully convolutional networks for structural health monitoring through\n multivariate time series classification
   2020/02/12 by Luca Rosafalco, Andrea Manzoni, Rosafalco, Luca +5 · 1 citation
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Structural Health Monitoring Techniques #Water Systems and Optimization #electronic engineering #information engineering
3. Online learning in bifurcating dynamic systems via SINDy and Kalman filtering
   2024/11/07 by Rosafalco, Luca, Conti, Paolo, Manzoni, Andrea +2 · 2 citations
   #Dynamical Systems (math.DS) #FOS: Mathematics
4. Enhancing Bayesian model updating in structural health monitoring via learnable mappings
   2024/05/22 by Matteo Torzoni, Andrea Manzoni, Torzoni, Matteo +3 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computational Engineering #FOS: Computer and information sciences #Fault Detection and Control Systems #Finance #Infrastructure Maintenance and Monitoring #and Science (cs.CE)