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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
LecturerGiglio Marco
QualificationFull professor
Belonging DepartmentDipartimento di Meccanica
Scientific-Disciplinary SectorIIND-03/A - Mechanical Design And Machine Construction
Curriculum VitaeDownload CV (292.7Kb - 30/01/2025)
OrcIDhttps://orcid.org/0000-0002-1909-0291

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Dipartimento di MeccanicaCampus Bovisa La Masa, Edificio B22TuesdayFrom 15:15
To 16:15
+390223998234------
E-mailmarco.giglio@polimi.it
Personal websitehttp://www.giglio.faculty.polimi.it/

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

List of publications and reserach products for the year 2026 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Advanced shape sensing of a full-scale composite UAV stabilizer under non-ideal boundary conditions using the inverse finite element method (Show >>)
Physics-informed operator learning for real-time battery state estimation (Show >>)


List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Damage Identification in Rotary Shafts via Vibration Monitoring and Physics-Informed Neural Networks (Show >>)
Survivability Approach to Increase the Resilience of Critical Systems (Show >>)
Journal Articles
A Robust Approach to Internal Short Circuit Detection in Lithium-Ion Batteries with a Mechanistic Model for Cylindrical Cells (Show >>)
An advanced nonlinear framework for early detection and prognosis of fatigue cracks in plate-like structures (Show >>)
Anomaly characterization for the condition monitoring of rotating shafts exploiting data fusion and explainable convolutional neural networks (Show >>)
Comparative study on ballistic impact detection in helicopter transmission shafts using NARX and LSTM models (Show >>)
Deep Learning-Based Identification of Shaft Imbalance Faults in Rotating Machinery Using the NARX Model (Show >>)
IFEM method for distributed monitoring of cable forces in cable-stayed bridges (Show >>)
Online Core Temperature Estimation for Lithium-Ion Batteries via an Aging-Integrated ECM-1D Coupled Model-Based Algorithm (Show >>)
Online quantitative detection for rotor misalignment based on data-driven modeling under nonstationary harmonic excitations (Show >>)
Real-Time In-Service Load Tracking Toward Airframe Digital Twins (Show >>)
Reference-free distributed monitoring of deflections in multi-span bridges (Show >>)
SAMAS 2: structural health and ballistic impact monitoring and prognosis on a military helicopter (Show >>)
Variational Neural Network Embedded with Digital Twins for Probabilistic Structural Damage Quantification (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 INVESTIGATION ON THE IMPACT RESISTANCE OF COMPOSITES WITH NANOPARTICLES (Show >>)
An Advanced Nonlinear Framework for Early Detection and Prognosis of Fatigue Cracks in Plate-Like Structures (Show >>)
Convolutional autoencoder-based framework for damage localization under variable temperature (Show >>)
Copula-Based Multi-structure Damage Co-diagnosis and Prognosis for the Fleet Maintenance Digital Twin (Show >>)
Exploring transfer learning for improving ultrasonic guided wave-based damage localization (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 >>)
Physics-Informed Machine Learning for Structural Damage Diagnosis in Aluminium Plates (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 >>)
Unsupervised Damage Localization In Composite Plates Using Lamb Waves And Conditional Generative Adversarial Networks (Show >>)
Journal Articles
Convolutional autoencoders and CGANs for unsupervised structural damage localization (Show >>)
Effect of fixture boundary conditions for low-velocity impact: A focus on composites with different matrix and fibers (Show >>)
Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach (Show >>)
Enhancing Planetary Exploration through Digital Twins: A Tool for Virtual Prototyping and HUMS Design (Show >>)
Explainability of convolutional neural networks for damage diagnosis using transmissibility functions (Show >>)
In-Depth Analysis of the Burst of a Liquefied Petroleum Gas Tank in Gravedona, Italy (Show >>)
Mitigating the Impact of Temperature Variations on Ultrasonic Guided Wave-Based Structural Health Monitoring through Variational Autoencoders (Show >>)
Physics-Informed Neural Networks for the Condition Monitoring of Rotating Shafts (Show >>)
Preliminary Nose Landing Gear Digital Twin for Damage Detection (Show >>)
Real-Time Detection of Internal Short Circuits in Lithium-Ion Batteries using an Extend Kalman Filter: A Novel Approach Combining Electrical and Thermal Measurements (Show >>)
Simple projection method: a novel algorithm for estimation of characteristic element length in finite element simulations of composites (Show >>)
Temperature enhanced early detection of internal short circuits in lithium-ion batteries using an extended Kalman filter (Show >>)
Topological optimization of ballistic protective structures through genetic algorithms in a vulnerability-driven environment (Show >>)
Unsupervised data-driven method for damage localization using guided waves (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
ASSESSMENT ON FATIGUE BEHAVIOUR OF AL7475 T7351 SUBJECTED TO NATURAL CORROSION, ACCELERATED CORROSION AND ARTIFICIAL DAMAGES (Show >>)
An Enhanced Model-Based Algorithm for Early Internal Short Circuit Detection in Lithium-Ion Batteries (Show >>)
Computational modeling of confined blast waves with focus on interaction with structures (Show >>)
Crack Size Estimation with an Inverse Finite Element Model (Show >>)
Damage Localization Frameworks Based on Unsupervised Deep Learning Neural Networks (Show >>)
Development of a space exploration rover digital twin for damage detection (Show >>)
Explainable framework for lamb wave-based damage diagnosis (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 >>)
Strain-Rate Dependent FDEM Simulation of the Perforation Behaviour of Woven Composites Subjected to Low-Velocity Impact (Show >>)
Transmissibility Functions-Based Structural Damage Assessment with the Use of Explainable Convolutional Neural Networks (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 >>)
A novel numerical method for stochastic study of fiber-reinforced composites with nanoparticles under impact loading (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 studies on the repeated low-velocity impact response and damage accumulation in woven S2-glass fibre/epoxy composites (Show >>)
Multi-criteria decision-making analysis and numerical simulation of the low-velocity impact response of inter-ply S2-glass/aramid woven fabric hybrid laminates (Show >>)
Numerical Study on the Damage of a Carbon Woven Composite Panel Subjected to Blast Loading (Show >>)
On Eulerian-Lagrangian methods to investigate the blast response of composite plates (Show >>)
On the explainability of convolutional neural networks processing ultrasonic guided waves for damage diagnosis (Show >>)
Repeated impact behaviour of inter-ply hybrid aramid/S2-glass epoxy laminates (Show >>)
Research on a quantitative fault diagnosis method for rotor rub-impact (Show >>)
Structural Performance-Based Design Optimisation of a Secondary Mirror for a Concentrated Solar Power (CSP) Plant (Show >>)
Towards Automatic Crack Size Estimation with iFEM for Structural Health Monitoring (Show >>)
Towards a deep learning-based unified approach for structural damage detection, localisation and quantification (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
Conference proceedings
A distribution model for low-velocity impact tests on Kevlar-epoxy composites reinforced by nanoparticles (Show >>)
A method for determining the distribution of carbon nanotubes in nanocomposites by electric conductivity (Show >>)
Damage assessment of CFRP laminate plate subjected to close-range blast loading: hydrocode methodology validation and case study (Show >>)
Integrated multi-objective optimisation of the support structure of heliostats in concentrated solar power plants using a genetic algorithm (Show >>)
Multi-function movable scotch block: application of an analytical-experimental methodology for the design of the innovative component (Show >>)
Particle Filters and Auto-Encoders Combination for Damage Diagnosis on Hysteretic Non-Linear Structures Subject to Changing Environmental Conditions (Show >>)
Journal Articles
A Numerical Study on the Influence of Strain Rate in Finite-Discrete Element Simulation of the Perforation Behaviour of Woven Composites (Show >>)
An Approach for Material Model Identification of a Composite Coating Using Micro-Indentation and Multi-Scale Simulations (Show >>)
Experimental and numerical evaluation of the perforation resistance of multi-layered alumina/aramid fiber ballistic shield impacted by an armor piercing projectile (Show >>)
Influence of strain-rate related parameters on the simulation of ballistic impact in woven composites (Show >>)
Numerical Investigation of the Effect of Open Holes on the Impact Response of CFRP Laminates (Show >>)
Numerical investigation on the uniaxial compressive behaviour of an epoxy resin and a nanocomposite (Show >>)
On statistical Multi-Objective optimization of sensor networks and optimal detector derivation for structural health monitoring (Show >>)
Physics-based strain pre-extrapolation technique for inverse Finite Element Method (Show >>)
Strain-based delamination prediction in fatigue loaded CFRP coupon specimens by deep learning and static loading data (Show >>)
Vibration-based structural health monitoring exploiting a combination of convolutional neural networks and autoencoders for temperature effects neutralization (Show >>)
Vulnerability assessment to projectiles: Approach definition and application to helicopter platforms (Show >>)
manifesti v. 3.13.1 / 3.13.1
Area Servizi ICT
08/02/2026