Stefano Mariani

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 22

Top Topics

Health Monitoring

Statistical Pattern Recognition

Decomposition Method

Top Venues

Adv. Model. Simul. Eng. Sci.

Microelectron. Reliab.

Publications

Matteo Torzoni, Andrea Manzoni, Stefano Mariani
Enhancing Bayesian model updating in structural health monitoring via learnable mappings. CoRR (2024)
Nicky Andre Prabatama, Mai Lan Nguyen, Pierre Hornych, Stefano Mariani, Jean-Marc Laheurte
Pavement Monitoring with a Wireless Sensor Network of MEMS Accelerometers. M&N (2024)
Luca Rosafalco, Paolo Conti, Andrea Manzoni, Stefano Mariani, Attilio Frangi
EKF-SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics. CoRR (2024)
Matteo Torzoni, Marco Tezzele, Stefano Mariani, Andrea Manzoni, Karen E. Willcox
A digital twin framework for civil engineering structures. CoRR (2023)
Pooyan Kazemi, Aldo Ghisi, Stefano Mariani
Classification of the Structural Behavior of Tall Buildings with a Diagrid Structure: A Machine Learning-Based Approach. Algorithms 15 (10) (2022)
Alireza Entezami, Stefano Mariani, Hashem Shariatmadar
Damage Detection in Largely Unobserved Structures under Varying Environmental Conditions: An AutoRegressive Spectrum and Multi-Level Machine Learning Methodology. Sensors 22 (4) (2022)
Alireza Entezami, Hassan Sarmadi, Behshid Behkamal, Stefano Mariani
Health Monitoring of Large-Scale Civil Structures: An Approach Based on Data Partitioning and Classical Multidimensional Scaling. Sensors 21 (5) (2021)
Mohammad Sadegh Es-haghi, Mohsen Abbaspour, Hamidreza Abbasianjahromi, Stefano Mariani
Machine Learning-Based Prediction of the Seismic Bearing Capacity of a Shallow Strip Footing over a Void in Heterogeneous Soils. Algorithms 14 (10) (2021)
José Pablo Quesada-Molina, Stefano Mariani
A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction. ICCS (5) (2021)
Luca Rosafalco, Matteo Torzoni, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
Online structural health monitoring by model order reduction and deep learning algorithms. CoRR (2021)
Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
An Autoencoder-Based Deep Learning Approach for Load Identification in Structural Dynamics. Sensors 21 (12) (2021)
Alireza Entezami, Hassan Sarmadi, Behshid Behkamal, Stefano Mariani
Big Data Analytics and Structural Health Monitoring: A Statistical Pattern Recognition-Based Approach. Sensors 20 (8) (2020)
Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
Fully convolutional networks for structural health monitoring through multivariate time series classification. Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Alireza Entezami, Hashem Shariatmadar, Stefano Mariani
Early damage assessment in large-scale structures by innovative statistical pattern recognition methods based on time series modeling and novelty detection. Adv. Eng. Softw. 150 (2020)
Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
Fully convolutional networks for structural health monitoring through multivariate time series classification. CoRR (2020)
Aldo Ghisi, Stefano Mariani
Effect of Imperfections Due to Material Heterogeneity on the Offset of Polysilicon MEMS Structures. Sensors 19 (15) (2019)
Giovanni Capellari, Eleni N. Chatzi, Stefano Mariani
Cost-Benefit Optimization of Structural Health Monitoring Sensor Networks. Sensors 18 (7) (2018)
Ramin Mirzazadeh, Saeed Eftekhar Azam, Stefano Mariani
Mechanical Characterization of Polysilicon MEMS: A Hybrid TMCMC/POD-Kriging Approach. Sensors 18 (4) (2018)
Giovanni Capellari, Francesco Caimmi, Matteo Bruggi, Stefano Mariani
A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures. Sensors 17 (7) (2017)
Giovanni Capellari, Saeed Eftekhar Azam, Stefano Mariani
Damage Detection in Flexible Plates through Reduced-Order Modeling and Hybrid Particle-Kalman Filtering. Sensors 16 (1) (2016)
Ramin Mirzazadeh, Saeed Eftekhar Azam, Stefano Mariani
Micromechanical Characterization of Polysilicon Films through On-Chip Tests. Sensors 16 (8) (2016)
Alberto Corigliano, Federica Confalonieri, Martino Dossi, Stefano Mariani
Coupled domain decomposition-proper orthogonal decomposition methods for the simulation of quasi-brittle fracture processes. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
M. Bagherinia, Matteo Bruggi, Alberto Corigliano, Stefano Mariani, Ernesto Lasalandra
Geometry optimization of a Lorentz force, resonating MEMS magnetometer. Microelectron. Reliab. 54 (6-7) (2014)
Aldo Ghisi, Stefano Mariani, Alberto Corigliano, Giorgio Allegato, Laura Oggioni
A three-scale approach to the numerical simulation of metallic bonding for MEMS packaging. Microelectron. Reliab. 54 (9-10) (2014)
Stefano Mariani, Alberto Corigliano, Francesco Caimmi, Matteo Bruggi, Paolo Bendiscioli, Marco De Fazio
MEMS-based surface mounted health monitoring system for composite laminates. Microelectron. J. 44 (7) (2013)
Aldo Ghisi, Stefano Mariani, Alberto Corigliano, Sarah Zerbini
Physically-Based Reduced Order Modelling of a Uni-Axial Polysilicon MEMS Accelerometer. Sensors 12 (10) (2012)
Stefano Mariani, Aldo Ghisi, Alberto Corigliano, Roberto Martini, Barbara Simoni
Two-Scale Simulation of Drop-Induced Failure of Polysilicon MEMS Sensors. Sensors 11 (5) (2011)
Stefano Mariani, Aldo Ghisi, Alberto Corigliano, Sarah Zerbini
Modeling Impact-induced Failure of Polysilicon MEMS: A Multi-scale Approach. Sensors 9 (1) (2009)
Aldo Ghisi, Fabio Fachin, Stefano Mariani, Sarah Zerbini
Multi-scale analysis of polysilicon MEMS sensors subject to accidental drops: Effect of packaging. Microelectron. Reliab. 49 (3) (2009)
Stefano Mariani, Roberto Martini, Aldo Ghisi
A Finite Element Flux-Corrected Transport Method for Wave Propagation in Heterogeneous Solids. Algorithms 2 (1) (2009)
Stefano Mariani
Failure Assessment of Layered Composites Subject to Impact Loadings: a Finite Element, Sigma-Point Kalman Filter Approach. Algorithms 2 (2) (2009)