Giuseppe Quaranta | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Machine-learning-aided regional post-seismic usability prediction of buildings: 2016–2017 Central Italy earthquakes	JOURNAL OF BUILDING ENGINEERING	2024
Experimental nonlinear response of a new tensairity structure under cyclic loading	THIN-WALLED STRUCTURES	2024
Nonlinear response of a multidirectional negative‐stiffness isolation system via semirecursive multibody dynamic approach	INTERNATIONAL JOURNAL OF MECHANICAL SYSTEM DYNAMICS	2024
Probabilistic corrosion hazard maps for reinforced concrete infrastructure in coastal regions	STRUCTURE AND INFRASTRUCTURE ENGINEERING	2024
Interpretable machine learning models for displacement demand prediction in reinforced concrete buildings under pulse-like earthquakes	JOURNAL OF BUILDING ENGINEERING	2024
Modal Parameters identification in existing bridges based on free vibration tests	JOURNAL OF PHYSICS. CONFERENCE SERIES	2024
Intelligent Automatic Operational Modal Analysis: Application to a Tall Building	Proceedings of the 10th International Operational Modal Analysis Conference (IOMAC 2024)	2024
Intelligent Automatic Operational Modal Analysis: preliminary results	JOURNAL OF PHYSICS. CONFERENCE SERIES	2024
Deep learning architectures for data-driven damage detection in nonlinear dynamic systems under random vibrations	NONLINEAR DYNAMICS	2024
Machine-learning-enhanced variable-angle truss model for shear capacity assessment of reinforced concrete elements	7th Workshop on The new boundaries of structural concrete 2024	2024
Thermo-mechanical characterization and hysteretic behavior identification of innovative plastic joint for masonry infills in reinforced concrete buildings	JOURNAL OF BUILDING ENGINEERING	2023
Automatic modal identification of bridges based on free vibration response and variational mode decomposition technique	ENGINEERING STRUCTURES	2023
Sensitivity Of A Nonlinear TMD Effectiveness With Respect To Uncertainties In The Structural Parameters		2023
A New Semi-Active Tensairity Structure Equipped With Shape Memory Cables: Experiments And Computations.	SCOPUS	2023
Physics-based models, surrogate models and experimental assessment of the vehicle–bridge interaction in braking conditions	MECHANICAL SYSTEMS AND SIGNAL PROCESSING	2023
Thermo-mechanical characterization and hysteretic behavior identification of innovative plastic joint for masonry infills in reinforced concrete buildings	JOURNAL OF BUILDING ENGINEERING	2023
Intelligent automatic operational modal analysis	MECHANICAL SYSTEMS AND SIGNAL PROCESSING	2023
Correlation between energy and displacement demands for infilled reinforced concrete frames	FRONTIERS IN BUILT ENVIRONMENT	2023
Shear Capacity of RC Elements With Transverse Reinforcement Through a Variable-Angle Truss Model With Machine-Learning-Calibrated Coefficients	Artificial Intelligence and Machine Learning Techniques for Civil Engineering	2023
Development of corrosion hazard maps for reinforced concrete bridges	Proceedings in civil engineering	2023

ERC

PE8_3

KET

Big data & computing

Interessi di ricerca

Structural Monitoring and Control
- Sensing systems for structural monitoring
- Dynamic identification
- Diagnostic of civil structures and infrastructures
- Passive devices for vibrations control of structures
Structural Concrete
- Analysis and design of reinforced concrete structures
- Analysis and design of truss-reinforced composite steel-concrete beams

Keywords

Civil and Structural Engineering

Artificial Intelligence (AI)

Bridge

Building and Construction

Piezoelectric energy harvesters

Progetti di Ricerca

Smart technologies and decision support tools for the assessment of deteriorating reinforced concrete infrastructures in seismic areas at territorial scale