Sfoglia per Autore
Online learning of time-varying dynamic systems with EKF-SINDy
2025-01-01 Rosafalco, Luca; Conti, Paolo; Manzoni, Andrea; Mariani, Stefano; Frangi, Attilio
A Double‐T model for rutting performance prediction integrating data augmentation and periodic patterns
2025-01-01 Zhu, Xingyi; Wu, Yanan; Wang, Chao; Hu, Yicong; Rosafalco, Luca; Mariani, Stefano
PINN-based approach to the nonlinear large-strain consolidation under time-dependent drainage boundary
2025-01-01 Xie, Senlin; Hu, Anfeng; Mariani, Stefano; Della Vecchia, Gabriele
Displacement prediction for long-span bridges via limited remote sensing images: An adaptive ensemble regression method
2025-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; 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
An Assessment of Local Geometric Uncertainties in Polysilicon MEMS: A Genetic Algorithm and POD-Kriging Surrogate Modeling Approach
2025-01-01 Roy, Ananya; Rizzini, Francesco; Gattere, Gabriele; Valzasina, Carlo; Ghisi, Aldo; Mariani, Stefano
Predictive digital twins for health monitoring: From structural safety to personalized medicine
2025-01-01 Torzoni, Matteo; Tezzele, Marco; Massi, MICHELA CARLOTTA; Carnevali, Davide; Varetti, Eugenio; Di Angelantonio, Emanuele; Mariani, Stefano; Ieva, Francesca; Manzoni, Andrea; Willcox, Karen
Online learning in bifurcating dynamic systems via SINDy and Kalman filtering
2025-01-01 Rosafalco, L; Conti, P; Manzoni, A; Mariani, S; Frangi, A
Early warning of structural damage via manifold learning-aided data clustering and non-parametric probabilistic anomaly detection
2025-01-01 Entezami, Alireza; Sarmadi, Hassan; Behkamal, Bahareh; Mariani, Stefano
Deep learning approach to structural performance prediction of tall buildings in seismic areas
2024-01-01 Kazemi, Pooyan; Turrin, Michela; Andriotis, Charalampos; Entezami, Alireza; Ghisi, Aldo; Mariani, Stefano
Delamination of copper/moulding compound interfaces in microelectronics packaging
2024-01-01 Andena, L.; Contino, M.; Olla, F.; Mariani, S.; Zalaffi, S.; Villa, C. M.; Passagrilli, C.; Rovitto, M.
Predictive Digital Twins for Optimized Management and Maintenance of Civil Structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
Predictive digital twins of engineering structures using neural networks and probabilistic graphical models
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
Mitigation of unmeasured environmental and operational variability in long-term bridge health monitoring by unsupervised statistical learning
2024-01-01 Entezami, Alireza; Mariani, Stefano
Zigbee-Based Wireless Sensor Network of MEMS Accelerometers for Pavement Monitoring
2024-01-01 Prabatama, Nicky Andre; Nguyen, Mai Lan; Hornych, Pierre; Mariani, Stefano; Laheurte, Jean-Marc
Fatigue-Induced Failure of Polysilicon MEMS: Nonlinear Reduced-Order Modeling and Geometry Optimization of On-Chip Testing Device
2024-01-01 Calegaro, Daniel; Merli, Massimiliano; Ferrari, Giacomo; Mariani, Stefano
Probabilistic Assessment of Global Damage Index for Steel Moment-Resisting Frames Based on Local Responses
2024-01-01 Mohsenian, Vahid; Filizadeh, Reza; Mariani, Stefano; Hajirasouliha, Iman
Pavement Monitoring with a Wireless Sensor Network of MEMS Accelerometers
2024-01-01 Prabatama, Nicky Andre; Nguyen, Mai Lan; Hornych, Pierre; Mariani, Stefano; Laheurte, Jean Marc
A digital twin framework for civil engineering structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
Analysis of two-dimensional consolidation behavior of soils under cyclic loading considering exacerbated tunnel leakage
2024-01-01 Xie, Sen-Lin; Hu, An-Feng; Xiao, Zhi-Rong; Wang, Mei-Hui; Hu, Xun-Jian; Vecchia, Gabriele Della; Mariani, Stefano
A systematic correlation analysis for regression model selection: Application to bridge response prediction using contact and remote sensor systems
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De michele, Carlo; Mariani, Stefano
PINN-based approach to the consolidation analysis of visco-elastic soft soil around twin tunnels
2024-01-01 Xie, Senlin; Hu, Anfeng; Xiao, Zhirong; Mariani, Stefano; Della Vecchia, Gabriele
Agrivoltaics: A Digital Twin to Learn the Effect of Solar Panel Coverage on Crop Growth
2024-01-01 Chen, Jiawei; Paciolla, Nicola; Mariani, Stefano; Corbari, Chiara
Structural Health-Monitoring Strategy Based on Adaptive Kalman Filtering
2024-01-01 Qiu, Haodong; Rosafalco, Luca; Ghisi, Aldo; Mariani, Stefano
Application of regression and remote sensing technology for determining sufficiency of contact-based sensors in long-term SHM of civil structures
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De michele, Carlo; Mariani, Stefano
An innovative predictive method based on supervised teacher-student learning for forecasting limited structural responses of long-span bridges from satellite images
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De michele, Carlo; Mariani, Stefano
Experimental Study of Temperature Effects on the Dynamic Response of Medium- and Low-Speed Maglev Trains
2024-01-01 Zeng, Guofeng; Zheng, Andong; Mariani, Stefano; Han, Ziping
EKF–SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics
2024-01-01 Rosafalco, Luca; Conti, Paolo; Manzoni, Andrea; Mariani, Stefano; Frangi, Attilio
System Identification via Unscented Kalman Filtering and Model Class Selection
2024-01-01 Rosafalco, L.; Eftekhar Azam, S.; Mariani, S.; Corigliano, A.
Exploring structural sustainability of tall buildings subject to seismic loads
2023-01-01 Kazemi, Pooyan; Turrin, Michela; Andriotis, Charalampos; Entezami, Alireza; Ghisi, Aldo; Mariani, Stefano
Active truss metamaterials: modelling and tuning of band gaps
2023-01-01 Calegaro, D.; Mariani, S.
AI-assisted generative workflow for the early-stage design of sustainable tall buildings based on their structural behaviour
2023-01-01 Kazemi, Pooyan; Ghisi, Aldo; Entezami, Alireza; Mariani, Stefano
Piezo-actuated MEMS testing devices for materials characterization at the microscale
2023-01-01 Calegaro, D.; Mariani, S.
Structural Identification Using Digital Image Correlation Technology
2023-01-01 Azizi, Samira; Karami, Kaveh; Mariani, Stefano
MEMS Reliability: On-Chip Testing for the Characterization of the Out-of-Plane Polysilicon Strength
2023-01-01 Vicentini Ferreira do Valle, Tiago; Mariani, Stefano; Ghisi, Aldo; De Masi, Biagio; Rizzini, Francesco; Gattere, Gabriele; Valzasina, Carlo
Unsupervised cross-domain damage detection and localization for vibration isolators in metro floating-slab track
2023-01-01 Yuan, Zhandong; Zhu, Shengyang; Mariani, Stefano; Zhang, Qinglai; Wu, Jiang; Zhai, Wanming
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
Multi-storey shear type buildings under earthquake loading: Adversarial learning-based prediction of the transient dynamics and damage classification
2023-01-01 Gatti, F.; Rosafalco, L.; Colombera, G.; Mariani, S.; Corigliano, A.
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
Automatic and Non-Invasive Monitoring of Water Stress in Vineyards
2023-01-01 Brach del Prever, Pietro; Balducci, Gabriele; Ballestra, Alice; Ghiglione, Carlo; Mascheretti, Laura; Molinari, Margherita; Nicoletti, Giuseppe; Carvelli, Valter; Corbari, Chiara; Invernizzi, Stefano; Mariani, Stefano
A Parsimonious Yet Robust Regression Model for Predicting Limited Structural Responses of Remote Sensing
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
Characterization of Polysilicon Strength through On-Chip Testing at MEMS Stoppers
2023-01-01 Valle, Tiago Vicentini Ferreira Do; Ghisi, Aldo; Masi, Biagio De; Mariani, Stefano; Rizzini, Francesco; Gattere, Gabriele; Valzasina, Carlo
Assessment of the effects of non-structural components on the seismic reliability of structures via a block diagram method
2023-01-01 Mohsenian, Vahid; Gharaei-Moghaddam, Nima; Mariani, Stefano; Hajirasouliha, Iman
A Non-Parametric Mixed Learning Technique for Mitigating Environmental Effects on Structural Modal Frequencies
2023-01-01 Entezami, Alireza; Mariani, Stefano
Regression Tree Ensemble to Forecast Thermally Induced Responses of Long-Span Bridges
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
Vision-Based Structural Identification Using an Enhanced Phase-Based Method
2023-01-01 Azizi, Samira; Karami, Kaveh; Mariani, Stefano
Development of a Zigbee-Based Wireless Sensor Network of MEMS Accelerometers for Pavement Monitoring
2023-01-01 Prabatama, Nicky Andre; Hornych, Pierre; Mariani, Stefano; Laheurte, Jean Marc
Damage identification using physics-based datasets: From convolutional to metric-informed damage-sensitive feature extractors
2023-01-01 Torzoni, Matteo; Rosafalco, Luca; Mariani, Stefano; Corigliano, Alberto; Manzoni, Andrea
Optimization of the Geometry of a Microelectromechanical System Testing Device for SiO2—Polysilicon Interface Characterization
2023-01-01 Calegaro, Daniel; Mariani, Stefano; Merli, Massimiliano; Ferrari, Giacomo
Active Truss Metamaterials: Modelling and Tuning of Band Gaps
2023-01-01 Calegaro, Daniel; Mariani, Stefano
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