RE.PUBLIC@POLIMI pubblicazioni di ricerca del Politecnico di Milano

MANZONI, ANDREA
 Distribuzione geografica
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Continente #
EU - Europa 6.849
NA - Nord America 4.501
AS - Asia 1.223
SA - Sud America 303
AF - Africa 44
OC - Oceania 12
Continente sconosciuto - Info sul continente non disponibili 3
Totale 12.935
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Nazione #
US - Stati Uniti d'America 4.456
IT - Italia 3.414
RU - Federazione Russa 1.924
SG - Singapore 696
IE - Irlanda 502
BR - Brasile 282
DE - Germania 255
CN - Cina 163
FI - Finlandia 105
FR - Francia 103
VN - Vietnam 93
GB - Regno Unito 90
ES - Italia 77
AT - Austria 75
CH - Svizzera 65
NL - Olanda 56
SE - Svezia 56
ID - Indonesia 51
HK - Hong Kong 33
CA - Canada 32
PL - Polonia 29
TR - Turchia 26
IN - India 21
UA - Ucraina 20
JO - Giordania 17
KR - Corea 17
JP - Giappone 14
IR - Iran 12
TW - Taiwan 12
IQ - Iraq 11
PH - Filippine 11
BE - Belgio 10
CI - Costa d'Avorio 10
PT - Portogallo 10
CZ - Repubblica Ceca 9
AU - Australia 8
BD - Bangladesh 8
BJ - Benin 8
LU - Lussemburgo 8
MA - Marocco 8
PK - Pakistan 7
RO - Romania 6
AR - Argentina 5
HR - Croazia 5
HU - Ungheria 5
ZA - Sudafrica 5
AZ - Azerbaigian 4
DK - Danimarca 4
IL - Israele 4
MX - Messico 4
NZ - Nuova Zelanda 4
BG - Bulgaria 3
EC - Ecuador 3
EU - Europa 3
JM - Giamaica 3
KG - Kirghizistan 3
KZ - Kazakistan 3
LK - Sri Lanka 3
NO - Norvegia 3
PE - Perù 3
TH - Thailandia 3
TN - Tunisia 3
AE - Emirati Arabi Uniti 2
AL - Albania 2
BA - Bosnia-Erzegovina 2
CL - Cile 2
CO - Colombia 2
DO - Repubblica Dominicana 2
DZ - Algeria 2
EE - Estonia 2
EG - Egitto 2
GR - Grecia 2
LA - Repubblica Popolare Democratica del Laos 2
LT - Lituania 2
MU - Mauritius 2
NG - Nigeria 2
PA - Panama 2
PY - Paraguay 2
SK - Slovacchia (Repubblica Slovacca) 2
UZ - Uzbekistan 2
VE - Venezuela 2
AO - Angola 1
BO - Bolivia 1
CR - Costa Rica 1
GA - Gabon 1
GT - Guatemala 1
IS - Islanda 1
KW - Kuwait 1
LB - Libano 1
LV - Lettonia 1
PS - Palestinian Territory 1
QA - Qatar 1
SA - Arabia Saudita 1
SI - Slovenia 1
UY - Uruguay 1
Totale 12.935
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Città #
Genova 567
Fairfield 499
Dublin 495
Chandler 483
Milan 436
Singapore 359
Woodbridge 344
Ashburn 325
Moscow 292
Houston 289
Santa Clara 239
Seattle 230
Wilmington 204
Cambridge 184
Ann Arbor 147
Boardman 138
Council Bluffs 115
Dearborn 83
Lawrence 81
Helsinki 74
Vienna 62
Málaga 61
Medford 59
Rome 53
Erlangen 52
Jakarta 50
Redmond 49
San Diego 48
Dong Ket 39
Los Angeles 38
New York 36
Peschiera Borromeo 34
The Dalles 31
Beijing 29
São Paulo 26
Bern 25
Redwood City 25
Warsaw 25
Frankfurt am Main 24
Princeton 24
Amsterdam 22
Ottawa 21
Columbus 19
Como 19
Hong Kong 19
Monza 19
Lausanne 18
London 18
Trieste 18
Amman 17
Phoenix 17
Düsseldorf 16
Paris 16
Shanghai 16
Turin 16
Munich 15
Portsmouth 15
Lappeenranta 14
Zurich 14
Florence 13
Ankara 12
Falkenstein 12
Nuremberg 12
Dallas 11
Garbana 11
Guangzhou 11
Istanbul 11
Washington 11
Belo Horizonte 10
Berlin 10
Mountain View 10
Palermo 10
Pavia 10
Abidjan 9
Brest 9
Brussels 9
Nanjing 9
Tokyo 9
Bergamo 8
Cotonou 8
Jacksonville 8
Karlsruhe 8
Lequile 8
Manila 8
Taipei 8
Dalmine 7
Des Moines 7
Miami 7
Norwalk 7
Padova 7
Parabiago 7
Porto Alegre 7
Boydton 6
Brescia 6
Castano Primo 6
Cuggiono 6
Lauterbourg 6
Lodi 6
Newark 6
Pontida 6
Totale 7.055
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Nome #
Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity 539
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics 516
PH-0656 Prediction of toxicity after prostate cancer RT: the value of a SNP-interaction polygenic risk score 424
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort 395
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences 391
Uncertainty Quantification for Parameter dependent Partial Differential Equations using Deep Neural Networks 245
Numerical approximation of parametrized problems in cardiac electrophysiology by a local reduced basis method 238
AN ASYMPTOTIC FORMULA FOR BOUNDARY POTENTIAL PERTURBATIONS IN A SEMILINEAR ELLIPTIC EQUATION RELATED TO CARDIAC ELECTROPHYSIOLOGY 202
Supremizer stabilization of POD-Galerkin approximation of parametrized steady incompressible Navier-Stokes equations 186
A saddle point approach to an optimal boundary control problem for steady Navier-Stokes equations 182
Mathematical Modelling of the Human Cardiovascular System - Data, Numerical Approximation, Clinical Applications 179
Reduced basis methods for partial differential equations: An introduction 169
Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter 168
Outer loop and isthmus in ventricular tachycardia circuits: Characteristics and implications 167
Efficient model reduction of parametrized systems by matrix discrete empirical interpolation 164
Model reduction techniques for fast blood flow simulation in parametrized geometries 157
Computational Reduction for Parametrized PDEs: Strategies and Applications 156
A certified RB method for PDE-constrained parametric optimization problems 152
Accurate solution of Bayesian inverse uncertainty quantification problems combining reduced basis methods and reduction error models 150
Reduced basis approximation and a posteriori error estimates for parametrized elliptic eigenvalue problems 149
A reduced computational and geometrical framework for inverse problems in hemodynamics 148
Boundary control and shape optimization for the robust design of bypass anastomoses under uncertainty 148
A Computational Study of the Electrophysiological Substrate in Patients Suffering From Atrial Fibrillation 146
Reduced Basis Method for Parametrized Elliptic Optimal Control Problems 143
The Cardiovascular System: Mathematical Modeling, Numerical Algorithms, Clinical Applications 140
Shape optimization by free-form deformation: existence results and numerical solution for Stokes flows 138
A reconstruction algorithm based on topological gradient for an inverse problem related to a semilinear elliptic boundary value problem 129
An efficient computational framework for reduced basis approximation and a posteriori error estimation of parametrized Navier-Stokes flows 128
Fast simulations of patient-specific haemodynamics of coronary artery bypass grafts based on a POD-Galerkin method and a vascular shape parametrization 128
Certified reduced basis approximation for parametrized partial differential equations and applications 127
An inverse problem for a semilinear parabolic equation arising from cardiac electrophysiology 126
Reduced Basis Isogeometric Methods (RB-IGA) for the real-time simulation of potential flows about parametrized NACA airfoils 125
A combination between the reduced basis method and the ANOVA expansion: On the computation of sensitivity indices 125
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring 125
A matrix DEIM technique for model reduction of nonlinear parametrized problems in cardiac mechanics 124
Generalized Reduced Basis Methods and n-Width Estimates for the Approximation of the Solution Manifold of Parametric PDEs 124
Combined Model Order Reduction Techniques and Artificial Neural Network for Data Assimilation and Damage Detection in Structures 124
Data integration for the numerical simulation of cardiac electrophysiology 123
A Hybrid Structural Health Monitoring Approach Based on Reduced-Order Modelling and Deep Learning 122
Reduced basis approximation of parametrized optimal flow control problems for the Stokes equations 121
A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations 120
Heuristic strategies for the approximation of stability factors in quadratically nonlinear parametrized PDEs 120
Characterization of cardiac electrogram signals in atrial arrhythmias 118
SUIHTER : a new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy 114
An adjoint-based method for the numerical approximation of shape optimization problems in presence of fluid-structure interaction 113
Efficient reduction of PDEs defined on domains with variable shape 110
8 Reduced-order modeling for applications to the cardiovascular system 109
On the approximation of stability factors for general parametrized partial differential equations with a two-level affine decomposition 108
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method 108
Fully convolutional networks for structural health monitoring through multivariate time series classification 106
Reduced basis approximation and a posteriori error estimation for Stokes flows in parametrized geometries: Roles of the inf-sup stability constants 104
An MCMC approach powered by a multi-fidelity deep neural network surrogate for damage localization in civil structures 104
SHM under varying environmental conditions: an approach based on model order reduction and deep learning 104
Dealing with uncertainties in structural damage localization by reduced order modeling and deep learning-based classifiers 103
A Comprehensive Deep Learning-Based Approach to Reduced Order Modeling of Nonlinear Time-Dependent Parametrized PDEs 102
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning 101
Slow Conduction Corridors and Pivot Sites Characterize the Electrical Remodeling in Atrial Fibrillation 101
A deep learning approach to metric-based damage localization in structural health monitoring 99
Shape optimization for viscous flows by reduced basis methods and free-form deformation 96
An autoencoder-based deep learning approach for load identification in structural dynamics 95
Online structural health monitoring by model order reduction and deep learning algorithms 93
Deep learning-based reduced order models in cardiac electrophysiology 92
An algebraic least squares reduced basis method for the solution of nonaffinely parametrized Stokes equations 89
A time series autoencoder for load identification via dimensionality reduction of sensor recordings 88
Multi space reduced basis preconditioners for large-scale parametrized PDEs 87
Health Monitoring of Civil Structures: A MCMC Approach Based on a Multi-Fidelity Deep Neural Network Surrogate 85
POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium 84
Approximation bounds for convolutional neural networks in operator learning 80
An online intrinsic stabilization strategy for the reduced basis approximation of parametrized advection-dominated problems - Une stratégie intrinsèque de stabilisation en ligne pour l'approximation bases réduites de problèmes paramètrés avec transport dominant 80
A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM 78
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics 78
Learning high-order interactions for polygenic risk prediction 77
Unscented Kalman Filter Empowered by Bayesian Model Evidence for System Identification in Structural Dynamics 75
Optimal Control of Partial Differential Equations. Analysis, Approximation, and Applications 74
Parametric reduced order modelling and deep learning to accomplish pattern recognition and regression tasks 74
Numerical modeling of hemodynamics scenarios of patient-specific coronary artery bypass grafts 73
Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks 73
Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning 72
Nonlinear model order reduction for problems with microstructure using mesh informed neural networks 71
Fast active thermal cloaking through PDE-constrained optimization and reduced-order modelling 70
Hyper-reduced order models for parametrized unsteady Navier-Stokes equations on domains with variable shape 69
Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities 66
Reduced order modeling of nonlinear microstructures through Proper Orthogonal Decomposition 66
On the latent dimension of deep autoencoders for reduced order modeling of PDEs parametrized by random fields 64
Reduced order modeling for cardiac electrophysiology and mechanics: New methodologies, challenges and perspectives 64
POD-DL-ROM: Enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition 64
A numerical investigation of multi space reduced basis preconditioners for parametrized elliptic advection-diffusion equations 62
Mesh-Informed Neural Networks for Operator Learning in Finite Element Spaces 59
Reduced-order modeling of blood flow for noninvasive functional evaluation of coronary artery disease 59
A Combined Model-Order Reduction and Deep Learning Approach for Structural Health Monitoring under Varying Operational and Environmental Conditions 57
Error estimates for POD-DL-ROMs: a deep learning framework for reduced order modeling of nonlinear parametrized PDEs enhanced by proper orthogonal decomposition 56
Deep learning-based reduced order models for the real-time simulation of the nonlinear dynamics of microstructures 55
Real-time simulation of parameter-dependent fluid flows through deep learning-based reduced order models 53
Deep learning-based surrogate models for parametrized PDEs: Handling geometric variability through graph neural networks 49
Multi-fidelity surrogate modeling using long short-term memory networks 44
A digital twin framework for civil engineering structures 44
Density Control of Large-Scale Particles Swarm Through PDE-Constrained Optimization 43
A Self-adaptive Hybrid Model/data-Driven Approach to SHM Based on Model Order Reduction and Deep Learning 39
Enabling supervised learning in structural health monitoring by simulating damaged structure responses through physics based models 38
Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions 38
Totale 12.360
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Categoria #
all - tutte 49.136
article - articoli 37.319
book - libri 1.432
conference - conferenze 7.382
curatela - curatele 0
other - altro 0
patent - brevetti 192
selected - selezionate 0
volume - volumi 2.811
Totale 98.272
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2019/202094 0 0 0 0 0 0 0 0 0 0 60 34
2020/2021705 27 36 41 54 49 74 36 44 53 85 83 123
2021/20223.142 41 43 594 118 883 261 252 363 248 80 110 149
2022/20231.785 122 142 41 141 135 165 52 192 490 122 91 92
2023/2024979 105 121 84 79 70 66 58 74 60 79 37 146
2024/20254.497 34 59 141 92 459 381 826 1.469 620 349 67 0
Totale 13.125