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ORCIDStefano Mariani 0002
Person information
- affiliation: Polytechnic University of Milan, Department of Civil & Environmental Engineering, Italy
Other persons with the same name
- Stefano Mariani — disambiguation page
- Stefano Mariani 0001
![[0000-0001-8921-8150]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8921-8150")
— University of Modena and Reggio Emilia, Italy (and 1 more) - Stefano Mariani 0003 — Institute for Environmental Protection and Research (ISPRA), Rome, Italy
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Journal Articles
- 2022
[j24]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): 349 (2022)- [j23]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): 1400 (2022) - 2021
- [j22]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): 288 (2021) - [j21]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): 1646 (2021) - [j20]Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano:
An Autoencoder-Based Deep Learning Approach for Load Identification in Structural Dynamics. Sensors 21(12): 4207 (2021) - 2020
- [j19]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: 102923 (2020) - [j18]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): 38 (2020) - [j17]Alireza Entezami, Hassan Sarmadi, Behshid Behkamal, Stefano Mariani:
Big Data Analytics and Structural Health Monitoring: A Statistical Pattern Recognition-Based Approach. Sensors 20(8): 2328 (2020) - 2019
- [j16]Aldo Ghisi, Stefano Mariani:
Effect of Imperfections Due to Material Heterogeneity on the Offset of Polysilicon MEMS Structures. Sensors 19(15): 3256 (2019) - 2018
- [j15]Ramin Mirzazadeh, Saeed Eftekhar Azam, Stefano Mariani:
Mechanical Characterization of Polysilicon MEMS: A Hybrid TMCMC/POD-Kriging Approach. Sensors 18(4): 1243 (2018) - [j14]Giovanni Capellari, Eleni N. Chatzi, Stefano Mariani:
Cost-Benefit Optimization of Structural Health Monitoring Sensor Networks. Sensors 18(7): 2174 (2018) - 2017
- [j13]Giovanni Capellari, Francesco Caimmi, Matteo Bruggi, Stefano Mariani:
A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures. Sensors 17(7): 1632 (2017) - 2016
- [j12]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): 28:1-28:24 (2016) - [j11]Giovanni Capellari, Saeed Eftekhar Azam, Stefano Mariani:
Damage Detection in Flexible Plates through Reduced-Order Modeling and Hybrid Particle-Kalman Filtering. Sensors 16(1): 2 (2016) - [j10]Ramin Mirzazadeh, Saeed Eftekhar Azam, Stefano Mariani:
Micromechanical Characterization of Polysilicon Films through On-Chip Tests. Sensors 16(8): 1191 (2016) - 2014
- [j9]M. Bagherinia, Matteo Bruggi, Alberto Corigliano, Stefano Mariani, Ernesto Lasalandra:
Geometry optimization of a Lorentz force, resonating MEMS magnetometer. Microelectron. Reliab. 54(6-7): 1192-1199 (2014) - [j8]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): 2039-2043 (2014) - 2013
- [j7]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): 598-605 (2013) - 2012
- [j6]Aldo Ghisi, Stefano Mariani, Alberto Corigliano, Sarah Zerbini:
Physically-Based Reduced Order Modelling of a Uni-Axial Polysilicon MEMS Accelerometer. Sensors 12(10): 13985-14003 (2012) - 2011
- [j5]Stefano Mariani, Aldo Ghisi, Alberto Corigliano, Roberto Martini, Barbara Simoni:
Two-Scale Simulation of Drop-Induced Failure of Polysilicon MEMS Sensors. Sensors 11(5): 4972-4989 (2011) - 2009
- [j4]Stefano Mariani, Roberto Martini, Aldo Ghisi:
A Finite Element Flux-Corrected Transport Method for Wave Propagation in Heterogeneous Solids. Algorithms 2(1): 1-18 (2009) - [j3]Stefano Mariani:
Failure Assessment of Layered Composites Subject to Impact Loadings: a Finite Element, Sigma-Point Kalman Filter Approach. Algorithms 2(2): 808-827 (2009) - [j2]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): 340-349 (2009) - [j1]Stefano Mariani, Aldo Ghisi, Alberto Corigliano, Sarah Zerbini:
Modeling Impact-induced Failure of Polysilicon MEMS: A Multi-scale Approach. Sensors 9(1): 556-567 (2009)
Conference and Workshop Papers
- 2021
- [c1]José Pablo Quesada-Molina, Stefano Mariani:
A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction. ICCS (5) 2021: 549-561
Informal and Other Publications
- 2024
- [i5]Luca Rosafalco, Paolo Conti, Andrea Manzoni, Stefano Mariani, Attilio Frangi:
EKF-SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics. CoRR abs/2404.07536 (2024) - [i4]Matteo Torzoni, Andrea Manzoni, Stefano Mariani:
Enhancing Bayesian model updating in structural health monitoring via learnable mappings. CoRR abs/2405.13648 (2024) - 2023
- [i3]Matteo Torzoni, Marco Tezzele, Stefano Mariani, Andrea Manzoni, Karen E. Willcox:
A digital twin framework for civil engineering structures. CoRR abs/2308.01445 (2023) - 2021
- [i2]Luca Rosafalco, Matteo Torzoni, Andrea Manzoni, Stefano Mariani, Alberto Corigliano:
Online structural health monitoring by model order reduction and deep learning algorithms. CoRR abs/2103.14328 (2021) - 2020
- [i1]Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano:
Fully convolutional networks for structural health monitoring through multivariate time series classification. CoRR abs/2002.07032 (2020)
Coauthor Index
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