Stefano Mariani

35 papers Journal 33Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Double-T model for rutting performance prediction integrating data augmentation and periodic patterns. Comput. Aided Civ. Infrastructure Eng. Xingyi Zhu, Yanan Wu, Chao Wang, Yicong Hu, Luca Rosafalco, Stefano Mariani
2025	J	`jnl`	Enhancing Bayesian model updating in structural health monitoring via learnable mappings. Eng. Comput. Matteo Torzoni, Andrea Manzoni, Stefano Mariani
2025	J	`jnl`	Navigating beyond the training set: A deep learning framework for inverse design of architected composite materials. Eng. Appl. Artif. Intell. José Pablo Quesada-Molina, Hossein Mofatteh, Abdolhamid Akbarzadeh, Stefano Mariani
2024	J	`jnl`	EKF-SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics. CoRR Luca Rosafalco, Paolo Conti, Andrea Manzoni, Stefano Mariani, Attilio Frangi
2024	J	`jnl`	Enhancing Bayesian model updating in structural health monitoring via learnable mappings. CoRR Matteo Torzoni, Andrea Manzoni, Stefano Mariani
2024	—	`conf`	Pavement Monitoring with a Wireless Sensor Network of MEMS Accelerometers. M&N Nicky Andre Prabatama, Mai Lan Nguyen, Pierre Hornych, Stefano Mariani, Jean-Marc Laheurte
2024	J	`jnl`	Zigbee-Based Wireless Sensor Network of MEMS Accelerometers for Pavement Monitoring. Sensors Nicky Andre Prabatama, Mai Lan Nguyen, Pierre Hornych, Stefano Mariani, Jean-Marc Laheurte
2023	J	`jnl`	A digital twin framework for civil engineering structures. CoRR Matteo Torzoni, Marco Tezzele, Stefano Mariani, Andrea Manzoni, Karen E. Willcox
2022	J	`jnl`	Classification of the Structural Behavior of Tall Buildings with a Diagrid Structure: A Machine Learning-Based Approach. Algorithms Pooyan Kazemi, Aldo Ghisi, Stefano Mariani
2022	J	`jnl`	Damage Detection in Largely Unobserved Structures under Varying Environmental Conditions: An AutoRegressive Spectrum and Multi-Level Machine Learning Methodology. Sensors Alireza Entezami, Stefano Mariani, Hashem Shariatmadar
2021	—	`conf`	A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction. ICCS (5) José Pablo Quesada-Molina, Stefano Mariani
2021	J	`jnl`	An Autoencoder-Based Deep Learning Approach for Load Identification in Structural Dynamics. Sensors Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
2021	J	`jnl`	Health Monitoring of Large-Scale Civil Structures: An Approach Based on Data Partitioning and Classical Multidimensional Scaling. Sensors Alireza Entezami, Hassan Sarmadi, Behshid Behkamal, Stefano Mariani
2021	J	`jnl`	Machine Learning-Based Prediction of the Seismic Bearing Capacity of a Shallow Strip Footing over a Void in Heterogeneous Soils. Algorithms Mohammad Sadegh Es-haghi, Mohsen Abbaspour, Hamidreza Abbasianjahromi, Stefano Mariani
2021	J	`jnl`	Online structural health monitoring by model order reduction and deep learning algorithms. CoRR Luca Rosafalco, Matteo Torzoni, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
2020	J	`jnl`	Big Data Analytics and Structural Health Monitoring: A Statistical Pattern Recognition-Based Approach. Sensors Alireza Entezami, Hassan Sarmadi, Behshid Behkamal, Stefano Mariani
2020	J	`jnl`	Early damage assessment in large-scale structures by innovative statistical pattern recognition methods based on time series modeling and novelty detection. Adv. Eng. Softw. Alireza Entezami, Hashem Shariatmadar, Stefano Mariani
2020	J	`jnl`	Fully convolutional networks for structural health monitoring through multivariate time series classification. Adv. Model. Simul. Eng. Sci. Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
2020	J	`jnl`	Fully convolutional networks for structural health monitoring through multivariate time series classification. CoRR Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
2019	J	`jnl`	Effect of Imperfections Due to Material Heterogeneity on the Offset of Polysilicon MEMS Structures. Sensors Aldo Ghisi, Stefano Mariani
2018	J	`jnl`	Cost-Benefit Optimization of Structural Health Monitoring Sensor Networks. Sensors Giovanni Capellari, Eleni N. Chatzi, Stefano Mariani
2018	J	`jnl`	Mechanical Characterization of Polysilicon MEMS: A Hybrid TMCMC/POD-Kriging Approach. Sensors Ramin Mirzazadeh, Saeed Eftekhar Azam, Stefano Mariani
2017	J	`jnl`	A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures. Sensors Giovanni Capellari, Francesco Caimmi, Matteo Bruggi, Stefano Mariani
2016	J	`jnl`	Coupled domain decomposition-proper orthogonal decomposition methods for the simulation of quasi-brittle fracture processes. Adv. Model. Simul. Eng. Sci. Alberto Corigliano, Federica Confalonieri, Martino Dossi, Stefano Mariani
2016	J	`jnl`	Damage Detection in Flexible Plates through Reduced-Order Modeling and Hybrid Particle-Kalman Filtering. Sensors Giovanni Capellari, Saeed Eftekhar Azam, Stefano Mariani
2016	J	`jnl`	Micromechanical Characterization of Polysilicon Films through On-Chip Tests. Sensors Ramin Mirzazadeh, Saeed Eftekhar Azam, Stefano Mariani
2014	J	`jnl`	A three-scale approach to the numerical simulation of metallic bonding for MEMS packaging. Microelectron. Reliab. Aldo Ghisi, Stefano Mariani, Alberto Corigliano, Giorgio Allegato, Laura Oggioni
2014	J	`jnl`	Geometry optimization of a Lorentz force, resonating MEMS magnetometer. Microelectron. Reliab. M. Bagherinia, Matteo Bruggi, Alberto Corigliano, Stefano Mariani, Ernesto Lasalandra
2013	J	`jnl`	MEMS-based surface mounted health monitoring system for composite laminates. Microelectron. J. Stefano Mariani, Alberto Corigliano, Francesco Caimmi, Matteo Bruggi, Paolo Bendiscioli, Marco De Fazio
2012	J	`jnl`	Physically-Based Reduced Order Modelling of a Uni-Axial Polysilicon MEMS Accelerometer. Sensors Aldo Ghisi, Stefano Mariani, Alberto Corigliano, Sarah Zerbini
2011	J	`jnl`	Two-Scale Simulation of Drop-Induced Failure of Polysilicon MEMS Sensors. Sensors Stefano Mariani, Aldo Ghisi, Alberto Corigliano, Roberto Martini, Barbara Simoni
2009	J	`jnl`	A Finite Element Flux-Corrected Transport Method for Wave Propagation in Heterogeneous Solids. Algorithms Stefano Mariani, Roberto Martini, Aldo Ghisi
2009	J	`jnl`	Failure Assessment of Layered Composites Subject to Impact Loadings: a Finite Element, Sigma-Point Kalman Filter Approach. Algorithms Stefano Mariani
2009	J	`jnl`	Modeling Impact-induced Failure of Polysilicon MEMS: A Multi-scale Approach. Sensors Stefano Mariani, Aldo Ghisi, Alberto Corigliano, Sarah Zerbini
2009	J	`jnl`	Multi-scale analysis of polysilicon MEMS sensors subject to accidental drops: Effect of packaging. Microelectron. Reliab. Aldo Ghisi, Fabio Fachin, Stefano Mariani, Sarah Zerbini