MARIANI, STEFANO
A 3D Numerical Model for the Optimization of Running Tracks Performance
2016-01-01 Andena, Luca; Aleo, S.; Caimmi, Francesco; Mariani, Stefano; BRIATICO VANGOSA, Francesco; Pavan, Andrea
A Comparative Study on Structural Displacement Prediction by Kernelized Regressors under Limited Training Data
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
A computational framework for predictive digital twins of civil engineering structures
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A computational framework for predictive digital twins of civil engineering structures
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A computational framework for predictive digital twins of civil structures using neural networks and probabilistic graphical models
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction
2021-01-01 Quesada-Molina, J. P.; Mariani, S.
A deep learning approach to metric-based damage localization in structural health monitoring
2021-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
A Deep Learning-Based Approach to Uncertainty Quantification for Polysilicon MEMS
2021-01-01 Quesada-Molina, José Pablo; Mariani, Stefano
A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM
2023-01-01 Torzoni, M; Manzoni, A; Mariani, S
A digital twin framework for civil engineering structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
A finite element flux-corrected transport method for wave propagation in heterogeneous solids
2009-01-01 Mariani, Stefano; R., Martini; Ghisi, ALDO FRANCESCO
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring
2022-01-01 Colombera, Giorgia; Rosafalco, Luca; Torzoni, Matteo; Gatti, Filippo; Mariani, Stefano; Manzoni, Andrea; Corigliano, Alberto
A Hybrid Structural Health Monitoring Approach Based on Reduced-Order Modelling and Deep Learning
2020-01-01 Rosafalco, Luca; Corigliano, Alberto; Manzoni, Andrea; Mariani, Stefano
A kernelized deep regression method to simultaneously predict and normalize displacement responses of long-span bridges via limited synthetic aperture radar images
2025-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
A Microfluidic Device Based on Standing Surface Acoustic Waves for Sorting and Trapping Microparticles
2022-01-01 Mezzanzanica, G.; Agazzi, L.; Siena, M.; Francais, O.; Mariani, S.
A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks
2023-01-01 Torzoni, M; Manzoni, A; Mariani, S
A multi-scale approach to wafer to wafer metallic bonding in MEMS
2013-01-01 Ghisi, ALDO FRANCESCO; Corigliano, Alberto; Mariani, Stefano; G., Allegato
A Multi-stage Machine Learning Methodology for Health Monitoring of Largely Unobserved Structures Under Varying Environmental Conditions
2023-01-01 Entezami, A.; Mariani, S.; Shariatmadar, H.
A multiscale approach to the smart deployment of micro-sensors over flexible plates
2016-01-01 Capellari, Giovanni; Caimmi, Francesco; Bruggi, Matteo; Mariani, Stefano