Failure Assessment of Layered Composites Subject to Impact Loadings: a Finite Element, Sigma-Point Kalman Filter Approach. - Stefano Mariani 002 (Algorithms, 2009)

A Finite Element Flux-Corrected Transport Method for Wave Propagation in Heterogeneous Solids. - Stefano Mariani 002; Roberto Martini; Aldo Ghisi (Algorithms, 2009)

Multi-scale analysis of polysilicon MEMS sensors subject to accidental drops: Effect of packaging. - Aldo Ghisi; Fabio Fachin; Stefano Mariani 002; Sarah Zerbini (Microelectron. Reliab., 2009)

Modeling Impact-induced Failure of Polysilicon MEMS: A Multi-scale Approach. - Stefano Mariani 002; Aldo Ghisi; Alberto Corigliano; Sarah Zerbini (Sensors, 2009)

Two-Scale Simulation of Drop-Induced Failure of Polysilicon MEMS Sensors. - Stefano Mariani 002; Aldo Ghisi; Alberto Corigliano; Roberto Martini; Barbara Simoni (Sensors, 2011)

Physically-Based Reduced Order Modelling of a Uni-Axial Polysilicon MEMS Accelerometer. - Aldo Ghisi; Stefano Mariani 002; Alberto Corigliano; Sarah Zerbini (Sensors, 2012)

MEMS-based surface mounted health monitoring system for composite laminates. - Stefano Mariani 002; Alberto Corigliano; Francesco Caimmi; Matteo Bruggi; Paolo Bendiscioli; Marco De Fazio (Microelectron. J., 2013)

Geometry optimization of a Lorentz force, resonating MEMS magnetometer. - M. Bagherinia; Matteo Bruggi; Alberto Corigliano; Stefano Mariani 002; Ernesto Lasalandra (Microelectron. Reliab., 2014)

A three-scale approach to the numerical simulation of metallic bonding for MEMS packaging. - Aldo Ghisi; Stefano Mariani 002; Alberto Corigliano; Giorgio Allegato; Laura Oggioni (Microelectron. Reliab., 2014)

Coupled domain decomposition-proper orthogonal decomposition methods for the simulation of quasi-brittle fracture processes. - Alberto Corigliano; Federica Confalonieri; Martino Dossi; Stefano Mariani 002 (Adv. Model. Simul. Eng. Sci., 2016)

Damage Detection in Flexible Plates through Reduced-Order Modeling and Hybrid Particle-Kalman Filtering. - Giovanni Capellari; Saeed Eftekhar Azam; Stefano Mariani 002 (Sensors, 2016)

Micromechanical Characterization of Polysilicon Films through On-Chip Tests. - Ramin Mirzazadeh; Saeed Eftekhar Azam; Stefano Mariani 002 (Sensors, 2016)

A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures. - Giovanni Capellari; Francesco Caimmi; Matteo Bruggi; Stefano Mariani 002 (Sensors, 2017)

Cost-Benefit Optimization of Structural Health Monitoring Sensor Networks. - Giovanni Capellari; Eleni N. Chatzi; Stefano Mariani 002 (Sensors, 2018)

Mechanical Characterization of Polysilicon MEMS: A Hybrid TMCMC/POD-Kriging Approach. - Ramin Mirzazadeh; Saeed Eftekhar Azam; Stefano Mariani 002 (Sensors, 2018)

Effect of Imperfections Due to Material Heterogeneity on the Offset of Polysilicon MEMS Structures. - Aldo Ghisi; Stefano Mariani 002 (Sensors, 2019)

Early damage assessment in large-scale structures by innovative statistical pattern recognition methods based on time series modeling and novelty detection. - Alireza Entezami; Hashem Shariatmadar; Stefano Mariani 002 (Adv. Eng. Softw., 2020)

Fully convolutional networks for structural health monitoring through multivariate time series classification. - Luca Rosafalco; Andrea Manzoni; Stefano Mariani 002; Alberto Corigliano (Adv. Model. Simul. Eng. Sci., 2020)

Big Data Analytics and Structural Health Monitoring: A Statistical Pattern Recognition-Based Approach. - Alireza Entezami; Hassan Sarmadi; Behshid Behkamal; Stefano Mariani 002 (Sensors, 2020)

A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction. - José Pablo Quesada-Molina; Stefano Mariani 002 (ICCS (5), 2021)

Machine Learning-Based Prediction of the Seismic Bearing Capacity of a Shallow Strip Footing over a Void in Heterogeneous Soils. - Mohammad Sadegh Es-haghi; Mohsen Abbaspour; Hamidreza Abbasianjahromi; Stefano Mariani 002 (Algorithms, 2021)

Online structural health monitoring by model order reduction and deep learning algorithms. - Luca Rosafalco; Matteo Torzoni; Andrea Manzoni; Stefano Mariani 002; Alberto Corigliano (CoRR, 2021)

Health Monitoring of Large-Scale Civil Structures: An Approach Based on Data Partitioning and Classical Multidimensional Scaling. - Alireza Entezami; Hassan Sarmadi; Behshid Behkamal; Stefano Mariani 002 (Sensors, 2021)

An Autoencoder-Based Deep Learning Approach for Load Identification in Structural Dynamics. - Luca Rosafalco; Andrea Manzoni; Stefano Mariani 002; Alberto Corigliano (Sensors, 2021)

Classification of the Structural Behavior of Tall Buildings with a Diagrid Structure: A Machine Learning-Based Approach. - Pooyan Kazemi; Aldo Ghisi; Stefano Mariani 002 (Algorithms, 2022)

Damage Detection in Largely Unobserved Structures under Varying Environmental Conditions: An AutoRegressive Spectrum and Multi-Level Machine Learning Methodology. - Alireza Entezami; Stefano Mariani 002; Hashem Shariatmadar (Sensors, 2022)

A digital twin framework for civil engineering structures. - Matteo Torzoni; Marco Tezzele; Stefano Mariani 002; Andrea Manzoni; Karen E. Willcox (CoRR, 2023)

Pavement Monitoring with a Wireless Sensor Network of MEMS Accelerometers. - Nicky Andre Prabatama; Mai Lan Nguyen; Pierre Hornych; Stefano Mariani 002; Jean-Marc Laheurte (M&N, 2024)

EKF-SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics. - Luca Rosafalco; Paolo Conti; Andrea Manzoni; Stefano Mariani 002; Attilio Frangi (CoRR, 2024)

Enhancing Bayesian model updating in structural health monitoring via learnable mappings. - Matteo Torzoni; Andrea Manzoni; Stefano Mariani 002 (CoRR, 2024)

Zigbee-Based Wireless Sensor Network of MEMS Accelerometers for Pavement Monitoring. - Nicky Andre Prabatama; Mai Lan Nguyen; Pierre Hornych; Stefano Mariani 002; Jean-Marc Laheurte (Sensors, 2024)

Navigating beyond the training set: A deep learning framework for inverse design of architected composite materials. - José Pablo Quesada-Molina; Hossein Mofatteh; Abdolhamid Akbarzadeh; Stefano Mariani 002 (Eng. Appl. Artif. Intell., 2025)