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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni
DocenteGiglio Marco
QualificaProfessore ordinario a tempo definito
Dipartimento d'afferenzaDipartimento di Meccanica
Gruppo Scientifico DisciplinareIIND-03/A - Progettazione Meccanica E Costruzione Di Macchine
Curriculum VitaeScarica il CV (292.7Kb - 30/01/2025)
OrcIDhttps://orcid.org/0000-0002-1909-0291

Contatti
Orario di ricevimento
DipartimentoPianoUfficioGiornoOrarioTelefonoFaxNote
Dipartimento di MeccanicaCampus Bovisa La Masa, Edificio B22MartedìDalle 15:15
Alle 16:15
+390223998234------
E-mailmarco.giglio@polimi.it
Pagina web redatta a cura del docentehttp://www.giglio.faculty.polimi.it/

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2026 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
Advanced shape sensing of a full-scale composite UAV stabilizer under non-ideal boundary conditions using the inverse finite element method (Mostra >>)
Exploiting the self-sensing capabilities of buckypapers for in-situ monitoring of impacts and compression after impact on GFRP panels (Mostra >>)
Inverse unit-cell design for truss lattices with percolation-inspired peak-stress tailoring (Mostra >>)
Machine learning-based damage characterization in composite plates subjected to low-velocity impact (Mostra >>)
Physics-informed operator learning for real-time battery state estimation (Mostra >>)
Structural damage diagnosis and prognosis with fleet digital twin considering similarity of individual structural features (Mostra >>)
Thermomechanical design of a ramped, conduction cooled, curved CCT superconducting magnet (Mostra >>)
Thermomechanical design of the conduction cooled EuroSIG superconducting magnet (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2025 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A HIERARCHICAL BAYESIAN APPROACH FOR POPULATION-BASED SHM IN SHIP HULL STRUCTURES (Mostra >>)
A Monitoring Framework for Multi-Fault Detection in Rotating Shafts Integrating Deep Learning and Signal Reconstruction (Mostra >>)
Damage Identification in Rotary Shafts via Vibration Monitoring and Physics-Informed Neural Networks (Mostra >>)
DeepF-fNet: A novel framework for vibration-based structural optimization (Mostra >>)
Image-Based Structural Health Monitoring Methodology for Corrosion Diagnosis and Prognosis (Mostra >>)
Model Order Reduction Applied to Replicate Blast Wave Interaction with Structure (Mostra >>)
On the Exploration of the Influence of Seabed Reflected Waves on Naval Structures (Mostra >>)
Physics-Informed Machine Learning for Ultrasonic Guided Wave Full-Field Reconstruction and Damage Diagnosis (Mostra >>)
Scaling the Response of a Simplified Hull Girder Subjected to Underwater Explosions (Mostra >>)
Survivability Approach to Increase the Resilience of Critical Systems † (Mostra >>)
iFEM Implementation on a Rotating Shaft for Imbalance Identification (Mostra >>)
Articoli su riviste
A Robust Approach to Internal Short Circuit Detection in Lithium-Ion Batteries with a Mechanistic Model for Cylindrical Cells (Mostra >>)
An advanced nonlinear framework for early detection and prognosis of fatigue cracks in plate-like structures (Mostra >>)
Anomaly characterization for the condition monitoring of rotating shafts exploiting data fusion and explainable convolutional neural networks (Mostra >>)
Comparative study on ballistic impact detection in helicopter transmission shafts using NARX and LSTM models (Mostra >>)
Deep Learning-Based Identification of Shaft Imbalance Faults in Rotating Machinery Using the NARX Model (Mostra >>)
IFEM method for distributed monitoring of cable forces in cable-stayed bridges (Mostra >>)
Mechanical Optimization and Study of the Superconducting Magnet CHiC (Mostra >>)
On the Development of a Deep Learning-Based Surrogate Model for Fleet-Wide Probabilistic Modeling † (Mostra >>)
Online Core Temperature Estimation for Lithium-Ion Batteries via an Aging-Integrated ECM-1D Coupled Model-Based Algorithm (Mostra >>)
Online quantitative detection for rotor misalignment based on data-driven modeling under nonstationary harmonic excitations (Mostra >>)
Real-Time In-Service Load Tracking Toward Airframe Digital Twins (Mostra >>)
Reference-free distributed monitoring of deflections in multi-span bridges (Mostra >>)
SAMAS 2: structural health and ballistic impact monitoring and prognosis on a military helicopter (Mostra >>)
Variational Neural Network Embedded with Digital Twins for Probabilistic Structural Damage Quantification (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A preliminary investigation of the inverse Finite Element Method applied to bridge structures (Mostra >>)
AN INVESTIGATION ON THE IMPACT RESISTANCE OF COMPOSITES WITH NANOPARTICLES (Mostra >>)
An Advanced Nonlinear Framework for Early Detection and Prognosis of Fatigue Cracks in Plate-Like Structures (Mostra >>)
Convolutional autoencoder-based framework for damage localization under variable temperature (Mostra >>)
Copula-Based Multi-structure Damage Co-diagnosis and Prognosis for the Fleet Maintenance Digital Twin (Mostra >>)
Exploring transfer learning for improving ultrasonic guided wave-based damage localization (Mostra >>)
In-service Load Monitoring for an UAV Digital Twin (Mostra >>)
ON THE DEVELOPMENT OF THE STRUCTURAL DIGITAL TWIN OF AN UNMANNED AERIAL VEHICLE (Mostra >>)
Physics-Informed Machine Learning for Structural Damage Diagnosis in Aluminium Plates (Mostra >>)
Physics-informed surrogate modeling for a damaged rotating shaft (Mostra >>)
Shape Sensing and Damage Identification with iFEM on a Double Bottom Structure of a Containership (Mostra >>)
Shape sensing with iFEM on a type IV pressure vessel based on experimental measurements (Mostra >>)
Transfer learning applications for corrosion prediction for electrodissoluted specimens (Mostra >>)
Unsupervised Damage Localization In Composite Plates Using Lamb Waves And Conditional Generative Adversarial Networks (Mostra >>)
Articoli su riviste
Convolutional autoencoders and CGANs for unsupervised structural damage localization (Mostra >>)
Effect of fixture boundary conditions for low-velocity impact: A focus on composites with different matrix and fibers (Mostra >>)
Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach (Mostra >>)
Enhancing Planetary Exploration through Digital Twins: A Tool for Virtual Prototyping and HUMS Design (Mostra >>)
Explainability of convolutional neural networks for damage diagnosis using transmissibility functions (Mostra >>)
In-Depth Analysis of the Burst of a Liquefied Petroleum Gas Tank in Gravedona, Italy (Mostra >>)
Mitigating the Impact of Temperature Variations on Ultrasonic Guided Wave-Based Structural Health Monitoring through Variational Autoencoders (Mostra >>)
Physics-Informed Neural Networks for the Condition Monitoring of Rotating Shafts (Mostra >>)
Preliminary Nose Landing Gear Digital Twin for Damage Detection (Mostra >>)
Real-Time Detection of Internal Short Circuits in Lithium-Ion Batteries using an Extend Kalman Filter: A Novel Approach Combining Electrical and Thermal Measurements (Mostra >>)
Simple projection method: a novel algorithm for estimation of characteristic element length in finite element simulations of composites (Mostra >>)
Temperature enhanced early detection of internal short circuits in lithium-ion batteries using an extended Kalman filter (Mostra >>)
Topological optimization of ballistic protective structures through genetic algorithms in a vulnerability-driven environment (Mostra >>)
Unsupervised data-driven method for damage localization using guided waves (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
ASSESSMENT ON FATIGUE BEHAVIOUR OF AL7475 T7351 SUBJECTED TO NATURAL CORROSION, ACCELERATED CORROSION AND ARTIFICIAL DAMAGES (Mostra >>)
An Enhanced Model-Based Algorithm for Early Internal Short Circuit Detection in Lithium-Ion Batteries (Mostra >>)
Computational modeling of confined blast waves with focus on interaction with structures (Mostra >>)
Crack Size Estimation with an Inverse Finite Element Model (Mostra >>)
Damage Localization Frameworks Based on Unsupervised Deep Learning Neural Networks (Mostra >>)
Development of a space exploration rover digital twin for damage detection (Mostra >>)
Explainable framework for lamb wave-based damage diagnosis (Mostra >>)
Gaussian Process Strain Pre-extrapolation and Uncertainty Estimation for Inverse Finite Elements (Mostra >>)
Generating High-Resolution Flight Parameters in Structural Digital Twins Using Deep Learning-based Upsampling (Mostra >>)
Strain-Rate Dependent FDEM Simulation of the Perforation Behaviour of Woven Composites Subjected to Low-Velocity Impact (Mostra >>)
Transmissibility Functions-Based Structural Damage Assessment with the Use of Explainable Convolutional Neural Networks (Mostra >>)
Articoli su riviste
A fuzzy-set-based joint distribution adaptation method for regression and its application to online damage quantification for structural digital twin (Mostra >>)
A novel numerical method for stochastic study of fiber-reinforced composites with nanoparticles under impact loading (Mostra >>)
Cluster-Based Joint Distribution Adaptation Method for Debonding Quantification in Composite Structures (Mostra >>)
Copula-Based Collaborative Multistructure Damage Diagnosis and Prognosis for Fleet Maintenance Digital Twins (Mostra >>)
Debonding quantification in adhesive bonded joints by the inverse finite element method (Mostra >>)
Dual effect of temperature and strain on the electrical response of highly sensitive silicone elastomers doped with graphene nanoplatelets (Mostra >>)
Experimental and numerical studies on the repeated low-velocity impact response and damage accumulation in woven S2-glass fibre/epoxy composites (Mostra >>)
Multi-criteria decision-making analysis and numerical simulation of the low-velocity impact response of inter-ply S2-glass/aramid woven fabric hybrid laminates (Mostra >>)
Numerical Study on the Damage of a Carbon Woven Composite Panel Subjected to Blast Loading (Mostra >>)
On Eulerian-Lagrangian methods to investigate the blast response of composite plates (Mostra >>)
On the explainability of convolutional neural networks processing ultrasonic guided waves for damage diagnosis (Mostra >>)
Repeated impact behaviour of inter-ply hybrid aramid/S2-glass epoxy laminates (Mostra >>)
Research on a quantitative fault diagnosis method for rotor rub-impact (Mostra >>)
Structural Performance-Based Design Optimisation of a Secondary Mirror for a Concentrated Solar Power (CSP) Plant (Mostra >>)
Towards Automatic Crack Size Estimation with iFEM for Structural Health Monitoring (Mostra >>)
Towards a deep learning-based unified approach for structural damage detection, localisation and quantification (Mostra >>)
Towards a stochastic inverse Finite Element Method: A Gaussian Process strain extrapolation (Mostra >>)
Variable Thickness Strain Pre-Extrapolation for the Inverse Finite Element Method (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A distribution model for low-velocity impact tests on Kevlar-epoxy composites reinforced by nanoparticles (Mostra >>)
A method for determining the distribution of carbon nanotubes in nanocomposites by electric conductivity (Mostra >>)
Damage assessment of CFRP laminate plate subjected to close-range blast loading: hydrocode methodology validation and case study (Mostra >>)
Integrated multi-objective optimisation of the support structure of heliostats in concentrated solar power plants using a genetic algorithm (Mostra >>)
Multi-function movable scotch block: application of an analytical-experimental methodology for the design of the innovative component (Mostra >>)
Particle Filters and Auto-Encoders Combination for Damage Diagnosis on Hysteretic Non-Linear Structures Subject to Changing Environmental Conditions (Mostra >>)
Articoli su riviste
A Numerical Study on the Influence of Strain Rate in Finite-Discrete Element Simulation of the Perforation Behaviour of Woven Composites (Mostra >>)
An Approach for Material Model Identification of a Composite Coating Using Micro-Indentation and Multi-Scale Simulations (Mostra >>)
Experimental and numerical evaluation of the perforation resistance of multi-layered alumina/aramid fiber ballistic shield impacted by an armor piercing projectile (Mostra >>)
Influence of strain-rate related parameters on the simulation of ballistic impact in woven composites (Mostra >>)
Numerical Investigation of the Effect of Open Holes on the Impact Response of CFRP Laminates (Mostra >>)
Numerical investigation on the uniaxial compressive behaviour of an epoxy resin and a nanocomposite (Mostra >>)
On statistical Multi-Objective optimization of sensor networks and optimal detector derivation for structural health monitoring (Mostra >>)
Physics-based strain pre-extrapolation technique for inverse Finite Element Method (Mostra >>)
Strain-based delamination prediction in fatigue loaded CFRP coupon specimens by deep learning and static loading data (Mostra >>)
Vibration-based structural health monitoring exploiting a combination of convolutional neural networks and autoencoders for temperature effects neutralization (Mostra >>)
Vulnerability assessment to projectiles: Approach definition and application to helicopter platforms (Mostra >>)
manifesti v. 3.14.6 / 3.14.6
Area Servizi ICT
07/08/2026