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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerSbarufatti Claudio
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Meccanica
Scientific-Disciplinary SectorIIND-03/A - Mechanical Design And Machine Construction
Curriculum VitaeDownload CV (423.88Kb - 12/06/2018)
OrcIDhttps://orcid.org/0000-0001-5511-8194

Contacts
Office hoursOffice hours is not available yet
E-mailclaudio.sbarufatti@polimi.it
Personal website---

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A Machine Learning-based Tool to Correlate Coupled and Uncoupled Numerical Simulations for Submerged Plates Subjected to Underwater Explosions (Show >>)
An Inverse FEM for Structural Health Monitoring of a Containership: Sensor Network Optimization for Accurate Displacement, Strain, and Internal Force Reconstruction (Show >>)
An advanced nonlinear framework for early detection and prognosis of fatigue cracks in plate-like structures (Show >>)
Comparative study on ballistic impact detection in helicopter transmission shafts using NARX and LSTM models (Show >>)
Machine Learning Combined with Numerical Simulations: An Effective Way to Reconstruct the Detonation Point of Contact Underwater Explosions with Seabed Reflection (Show >>)
Numerical model of curved composite tiles under low-velocity impact loading (Show >>)
Reference-free distributed monitoring of deflections in multi-span bridges (Show >>)
Transfer Learning with Deep Neural Network Toward the Prediction of the Mass of the Charge in Underwater Explosion Events (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A preliminary investigation of the inverse Finite Element Method applied to bridge structures (Show >>)
An Advanced Nonlinear Framework for Early Detection and Prognosis of Fatigue Cracks in Plate-Like Structures (Show >>)
Copula-Based Multi-structure Damage Co-diagnosis and Prognosis for the Fleet Maintenance Digital Twin (Show >>)
In-service Load Monitoring for an UAV Digital Twin (Show >>)
ON THE DEVELOPMENT OF THE STRUCTURAL DIGITAL TWIN OF AN UNMANNED AERIAL VEHICLE (Show >>)
PATCHBOND II - Certification of adhesive bonded repairs for Primary Aerospace composite structures (Show >>)
Physics-informed surrogate modeling for a damaged rotating shaft (Show >>)
Shape Sensing and Damage Identification with iFEM on a Double Bottom Structure of a Containership (Show >>)
Shape sensing with iFEM on a type IV pressure vessel based on experimental measurements (Show >>)
Transfer learning applications for corrosion prediction for electrodissoluted specimens (Show >>)
Journal Articles
Creating absolute band gap based on frequency locking of three wave modes in a wavy plate (Show >>)
Creep assessment of thermoplastic materials for non-structural components in marine engines (Show >>)
Multiple local particle filter for high-dimensional system identification (Show >>)
Numerical Investigation on the Capability of Modeling Approaches for Composite Cylinders under Low-Velocity Impact Loading (Show >>)
On a meta-learning population-based approach to damage prognosis (Show >>)
Particle filter-based fatigue damage prognosis by fusing multiple degradation models (Show >>)
Particle filter-based prognostics for composite curing process (Show >>)
Prediction of shape distortions in thermosetting composite parts using neural network interfaced visco-elastic constitutive model (Show >>)
Preliminary Nose Landing Gear Digital Twin for Damage Detection (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Crack Size Estimation with an Inverse Finite Element Model (Show >>)
Development of a space exploration rover digital twin for damage detection (Show >>)
Gaussian Process Strain Pre-extrapolation and Uncertainty Estimation for Inverse Finite Elements (Show >>)
Generating High-Resolution Flight Parameters in Structural Digital Twins Using Deep Learning-based Upsampling (Show >>)
PREDICTION OF PROCESS-INDUCED DEFORMATIONS USING DEEP LEARNING INTERFACED FINITE ELEMENT (FE) CONSTITUTIVE MODELS (Show >>)
Particle Filter-Based Delamination Shape Prediction in Composites (Show >>)
Probability of Delamination Detection for CFRP DCB Specimens Using Rayleigh Distributed Optical Fiber Sensors (Show >>)
Journal Articles
A fuzzy-set-based joint distribution adaptation method for regression and its application to online damage quantification for structural digital twin (Show >>)
Cluster-Based Joint Distribution Adaptation Method for Debonding Quantification in Composite Structures (Show >>)
Copula-Based Collaborative Multistructure Damage Diagnosis and Prognosis for Fleet Maintenance Digital Twins (Show >>)
Debonding quantification in adhesive bonded joints by the inverse finite element method (Show >>)
Dual effect of temperature and strain on the electrical response of highly sensitive silicone elastomers doped with graphene nanoplatelets (Show >>)
Experimental and Numerical Study of the Influence of Pre-Existing Impact Damage on the Low-Velocity Impact Response of CFRP Panels (Show >>)
Particle filter-based damage prognosis using online feature fusion and selection (Show >>)
Research on a quantitative fault diagnosis method for rotor rub-impact (Show >>)
Towards Automatic Crack Size Estimation with iFEM for Structural Health Monitoring (Show >>)
Towards a stochastic inverse Finite Element Method: A Gaussian Process strain extrapolation (Show >>)
Variable Thickness Strain Pre-Extrapolation for the Inverse Finite Element Method (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
ANTIVIBRATION SUPPORT WITH INTEGRATED SENSOR AND MECHANICAL STRESS MONITORING SYSTEM INCLUDING SAID SUPPORT (Show >>)
Conference proceedings
A method for determining the distribution of carbon nanotubes in nanocomposites by electric conductivity (Show >>)
Journal Articles
Numerical simulation-aided particle filter-based damage prognosis using Lamb waves (Show >>)
On statistical Multi-Objective optimization of sensor networks and optimal detector derivation for structural health monitoring (Show >>)
Particle filter-based delamination shape prediction in composites subjected to fatigue loading (Show >>)
Particle filter-based hybrid damage prognosis considering measurement bias (Show >>)
Physics-based strain pre-extrapolation technique for inverse Finite Element Method (Show >>)
Qualification of distributed optical fiber sensors using probability of detection curves for delamination in composite laminates (Show >>)
Strain-based delamination prediction in fatigue loaded CFRP coupon specimens by deep learning and static loading data (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
SUPPORTO ANTIVIBRAZIONE CON SENSORE INTEGRATO E SISTEMA DI MONITORAGGIO DI SOLLECITAZIONI MECCANICHE COMPRENDENTE DETTO SUPPORTO (Show >>)
Contributions on scientific books
Low-velocity impact damage detection of CFRP composite panel based on Transfer Impedance approach to Structural Health Monitoring (Show >>)
Conference proceedings
An Impact Monitoring System for Aeronautical Structures (Show >>)
Damage Identification by Inverse Finite Element Method on Composite Structures Subject to Impact Damage (Show >>)
Investigation on low velocity impact damage identification with ultrasonic techniques under different sensor network conditions (Show >>)
Particle filter-based hybrid damage prognosis considering bias (Show >>)
Self-sensing of CNT-Doped GFRP Panels During Impact and Compression After Impact Tests (Show >>)
Shape Sensing with Inverse Finite Element Method on a Composite Plate Under Compression Buckling (Show >>)
Journal Articles
A model-based SHM strategy for gears-development of a hybrid FEM-analytical approach to investigate the effects of surface fatigue on the vibrational spectra of a back-to-back test rig (Show >>)
An interactive damage progression model for cross-ply laminates subject to fatigue load cycles (Show >>)
Causal dilated convolutional neural networks for automatic inspection of ultrasonic signals in non-destructive evaluation and structural health monitoring (Show >>)
Comparison of strain pre-extrapolation techniques for shape and strain sensing by iFEM of a composite plate subjected to compression buckling (Show >>)
Complex geometry strain sensors based on 3d printed nanocomposites: Spring, three-column device and footstep-sensing platform (Show >>)
Damage diagnosis and prognosis in composite double cantilever beam coupons by particle filtering and surrogate modelling (Show >>)
Dual crack growth prognosis by using a mixture proposal particle filter and on-line crack monitoring (Show >>)
Enhanced tensile strength, fracture toughness and piezoresistive performances of CNT based epoxy nanocomposites using toroidal stirring assisted ultra-sonication (Show >>)
Fatigue damage diagnosis and prognosis of an aeronautical structure based on surrogate modelling and particle filter (Show >>)
Neutralization of temperature effects in damage diagnosis of MDOF systems by combinations of autoencoders and particle filters (Show >>)
Numerical and experimental flight verifications of a calibration matrix approach for load monitoring and temperature reconstruction and compensation (Show >>)
Numerical and experimental verification of an inverse-direct approach for load and strain monitoring in aeronautical structures (Show >>)
On the mitigation of the RAPID algorithm uneven sensing network issue employing averaging and Gaussian blur filtering techniques (Show >>)
Shape sensing and damage identification with iFEM on a composite structure subjected to impact damage and non-trivial boundary conditions (Show >>)
Shape sensing of a complex aeronautical structure with inverse finite element method (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
26/04/2025