With this function you can construct your weekly calendar of lessons, which is customized on the basis of the courses that you intend to follow.
Warning: the personal schedule does not replace the presentation of the study plan! It's an informal tool that can help you better manage the organization of class attendance before the study plan presentation.
After the study plan presentation we recommend you to use the Lecture timetable service in your Online Services.
To create your customized schedule follow these instructions:
- Click on the "Enable" link to proceed. You will be asked your surname and first name in order to determine your alphabetic grouping.
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To add or remove courses from your personal schedule, use the small icons which are found next to the courses:
 addition of the course removal of the course selection of the section of the Laboratory of Architecture
(Note: the effective area in which the teaching will be carried out will be determined after the presentation of the Study Plans)
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The sidebar on the left displays the number of lessons included in schedule.
There are also these commands:
 View the schedule: allows the viewing of the weekly synoptic schedule Delete the schedule: cancels the selections made
When you have finished the entry, you can print the calendar you have made.
| Semester (Sem) | | 1 | First Semester | | 2 | Second Semester | | A | Annual course | | (1) | First Half-semester | | (2) | Second Half-semester |
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Language
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Course completely offered in italian
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Course completely offered in english
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Not available
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Note on the teaching activities
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In case of structured courses taught by more lecturers, the number of students enrolled is related to the individual lecturer module, while the students opinion of the teaching is related to the course as a whole.
The data related to the last academic years (number of students enrolled and students opinion of the teaching) have not yet been defined.
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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.
| Office hours | | Department | Floor | Office | Day | Timetable | Telephone | Fax | Notes |
|---|
| Matematica | 6 | --- | Thursday | From 11:00
To 13:00 | 4638 | --- | Contattare il docente per e-mail per fissare un appuntamento |
| | E-mail | andrea1.manzoni@polimi.it | | Personal website | --- |
| List of publications and reserach products for the year 2025 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Atti di convegno |
|
Online learning of time-varying dynamic systems with EKF-SINDy (Show >>)(Hide <<)
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| Author/s |
Rosafalco, Luca; Conti, Paolo; Manzoni, Andrea; Mariani, Stefano; Frangi, Attilio |
| Title of the book |
3rd IACM Digital Twins in Engineering Conference (DTE2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS2025) |
| Name of the project |
2022XATLT2; 202222PACR |
| Title of the convention |
3rd IACM Digital Twins in Engineering Conference (DTE2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS2025) |
| Location of the convention |
École nationale supérieure d'Arts et Métiers, Paris |
| Period of the convention |
17/02/2025 - 21/02/2025 |
| Item link |
http://hdl.handle.net/11311/1288467 |
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Predictive Digital Twins for Congestive Heart Failure Patients (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Massi, MICHELA CARLOTTA; Carnevali, Davide; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea |
| Title of the book |
SIAM Conference on Computational Science and Engineering (CSE2025) |
| Title of the convention |
SIAM Conference on Computational Science and Engineering (CSE2025) |
| Location of the convention |
Fort Worth, TX |
| Period of the convention |
03/03/2025 - 07/03/2025 |
| Item link |
http://hdl.handle.net/11311/1288132 |
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Predictive digital twins for health monitoring: From structural safety to personalized medicine (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Tezzele, Marco; Massi, MICHELA CARLOTTA; Carnevali, Davide; Varetti, Eugenio; Di Angelantonio, Emanuele; Mariani, Stefano; Ieva, Francesca; Manzoni, Andrea; Willcox, Karen |
| Title of the book |
3rd IACM Digital Twins in Engineering Conference (DTE2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS2025) |
| Title of the convention |
3rd IACM Digital Twins in Engineering Conference (DTE2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS2025) |
| Location of the convention |
École nationale supérieure d'Arts et Métiers, Paris |
| Period of the convention |
17/02/2025 - 21/02/2025 |
| Item link |
http://hdl.handle.net/11311/1288130 |
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| Journal Articles |
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On latent dynamics learning in nonlinear reduced order modeling (Show >>)(Hide <<)
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| Author/s |
Farenga, Nicola; Fresca, Stefania; Brivio, Simone; Manzoni, Andrea |
| Title of the review |
NEURAL NETWORKS (ISSN: 0893-6080) |
| Volume |
185 |
| Brochure |
-- |
| Pages |
1 - 44 |
| Item link |
http://hdl.handle.net/11311/1281214 |
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Online learning in bifurcating dynamic systems via SINDy and Kalman filtering (Show >>)(Hide <<)
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| Author/s |
Rosafalco, L; Conti, P; Manzoni, A; Mariani, S; Frangi, A |
| Title of the review |
NONLINEAR DYNAMICS (ISSN: 0924-090X) |
| Volume |
113 |
| Brochure |
12 |
| Pages |
14201 - 14221 |
| Item link |
http://hdl.handle.net/11311/1289292 |
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| List of publications and reserach products for the year 2024 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Atti di convegno |
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Predictive Digital Twins for Optimized Management and Maintenance of Civil Structures (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen |
| Title of the book |
SIAM Conference on Uncertainty Quantification (UQ24) |
| Title of the convention |
SIAM Conference on Uncertainty Quantification (UQ24) |
| Location of the convention |
Trieste |
| Period of the convention |
27/02/2024 - 01/03/2024 |
| Item link |
http://hdl.handle.net/11311/1288128 |
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Predictive digital twins of engineering structures using neural networks and probabilistic graphical models (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen |
| Title of the book |
9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2024) |
| Title of the convention |
9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2024) |
| Location of the convention |
Lisbon |
| Period of the convention |
3/06/2024 - 7/06/2024 |
| Item link |
http://hdl.handle.net/11311/1288129 |
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| Poster |
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A predictive Digital Twin framework for risk assessment in congestive heart failure (Show >>)(Hide <<)
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| Author/s |
Carnevali, Davide; Torzoni, Matteo; Massi, MICHELA CARLOTTA; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea |
| Title of the book |
Mathematics for our Health (M4H) Workshop |
| Title of the convention |
Mathematics for our Health (M4H) Workshop |
| Location of the convention |
Politecnico di Milano, Milano |
| Period of the convention |
07/11/2024 - 08/11/2024 |
| Item link |
http://hdl.handle.net/11311/1288133 |
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| Contributions on scientific books |
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Deep Learning-Based Reduced Order Models for Cardiac Electrophysiology (Show >>)(Hide <<)
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| Author/s of the contributin |
Fresca, Stefania; Dede', Luca; Manzoni, Andrea |
| Title of the book |
Big Data Analysis and Artificial Intelligence for Medical Sciences (ISBN: 9781119846536) |
| Author/s of the book |
Bruno Carpentieri, Paola Lecca |
| Publisher |
John Wiley & Sons |
| Pages |
115 - 147 |
| Item link |
http://hdl.handle.net/11311/1277029 |
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| Conference proceedings |
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SINDy vs Hard Nonlinearities and Hidden Dynamics: a Benchmarking Study (Show >>)(Hide <<)
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| Author/s |
Ugolini, Aurelio Raffa; Breschi, Valentina; Manzoni, Andrea; Tanelli, Mara |
| Title of the convention |
20th IFAC Symposium on System Identification |
| Location of the convention |
Boston, USA |
| Period of the convention |
17/07/2024 - 19/07/2024 |
| Title of the review |
--
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| Pages |
49 - 54 |
| Item link |
http://hdl.handle.net/11311/1287547 |
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| Journal Articles |
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A Reduced Order Model for Domain Decompositions with Non-conforming Interfaces (Show >>)(Hide <<)
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| Author/s |
Zappon, Elena; Manzoni, Andrea; Gervasio, Paola; Quarteroni, Alfio |
| Title of the review |
JOURNAL OF SCIENTIFIC COMPUTING (ISSN: 0885-7474) |
| Volume |
99 |
| Brochure |
1 |
| Pages |
1 - 41 |
| Item link |
http://hdl.handle.net/11311/1262005 |
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A digital twin framework for civil engineering structures (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E. |
| Title of the review |
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (ISSN: 0045-7825) |
| Volume |
418 |
| Brochure |
Part B |
| Pages |
1 - 20 |
| Item link |
http://hdl.handle.net/11311/1255917 |
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A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs (Show >>)(Hide <<)
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| Author/s |
Zappon, Elena; Manzoni, Andrea; Quarteroni, Alfio |
| Title of the review |
JOURNAL OF COMPUTATIONAL PHYSICS (ISSN: 0021-9991) |
| Volume |
502 |
| Brochure |
-- |
| Pages |
1 - 23 |
| Item link |
http://hdl.handle.net/11311/1262006 |
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An optimal control strategy to design passive thermal cloaks of arbitrary shape (Show >>)(Hide <<)
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| Author/s |
Saporiti, Riccardo; Sinigaglia, Carlo; Manzoni, Andrea; Braghin, Francesco |
| Title of the review |
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON. SERIES A (ISSN: 1364-5021) |
| Volume |
480 |
| Brochure |
2294 |
| Pages |
1 - 28 |
| Item link |
http://hdl.handle.net/11311/1276258 |
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EKF–SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics (Show >>)(Hide <<)
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| Author/s |
Rosafalco, Luca; Conti, Paolo; Manzoni, Andrea; Mariani, Stefano; Frangi, Attilio |
| Title of the review |
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (ISSN: 0045-7825) |
| Volume |
431 |
| Brochure |
-- |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1271483 |
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Efficient approximation of cardiac mechanics through reduced‐order modeling with deep learning‐based operator approximation (Show >>)(Hide <<)
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| Author/s |
Cicci, Ludovica; Fresca, Stefania; Manzoni, Andrea; Quarteroni, Alfio |
| Title of the review |
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING (ISSN: 2040-7939) |
| Volume |
40 |
| Brochure |
1 |
| Pages |
1 - 36 |
| Item link |
http://hdl.handle.net/11311/1261930 |
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Error estimates for POD-DL-ROMs: a deep learning framework for reduced order modeling of nonlinear parametrized PDEs enhanced by proper orthogonal decomposition (Show >>)(Hide <<)
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| Author/s |
Brivio, Simone; Fresca, Stefania; Franco, Nicola Rares; Manzoni, Andrea |
| Title of the review |
ADVANCES IN COMPUTATIONAL MATHEMATICS (ISSN: 1019-7168) |
| Volume |
50 |
| Brochure |
3 |
| Pages |
1 - 46 |
| Item link |
http://hdl.handle.net/11311/1265124 |
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| Author/s |
Conti, Paolo; Guo, Mengwu; Manzoni, Andrea; Frangi, Attilio; Brunton, Steven L.; Nathan Kutz, J. |
| Title of the review |
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON. SERIES A (ISSN: 1364-5021) |
| Volume |
480 |
| Brochure |
2283 |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1261353 |
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Neural networks based surrogate modeling for efficient uncertainty quantification and calibration of MEMS accelerometers (Show >>)(Hide <<)
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| Author/s |
Zacchei, Filippo; Rizzini, Francesco; Gattere, Gabriele; Frangi, Attilio; Manzoni, Andrea |
| Title of the review |
INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS (ISSN: 0020-7462) |
| Volume |
167 |
| Brochure |
-- |
| Pages |
1 - 18 |
| Item link |
http://hdl.handle.net/11311/1276256 |
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Nonlinear model order reduction for problems with microstructure using mesh informed neural networks (Show >>)(Hide <<)
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| Author/s |
Vitullo, P; Colombo, A; Franco, Nr; Manzoni, A; Zunino, P |
| Title of the review |
FINITE ELEMENTS IN ANALYSIS AND DESIGN (ISSN: 0168-874X) |
| Volume |
229 |
| Brochure |
-- |
| Pages |
1 - 24 |
| Item link |
http://hdl.handle.net/11311/1257777 |
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On the latent dimension of deep autoencoders for reduced order modeling of PDEs parametrized by random fields (Show >>)(Hide <<)
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| Author/s |
Franco, Nicola Rares; Fraulin, Daniel; Manzoni, Andrea; Zunino, Paolo |
| Title of the review |
ADVANCES IN COMPUTATIONAL MATHEMATICS (ISSN: 1019-7168) |
| Volume |
50 |
| Brochure |
5 |
| Pages |
1 - 59 |
| Item link |
http://hdl.handle.net/11311/1273045 |
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PTPI-DL-ROMs: Pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs (Show >>)(Hide <<)
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| Author/s |
Brivio, Simone; Fresca, Stefania; Manzoni, Andrea |
| Title of the review |
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (ISSN: 0045-7825) |
| Volume |
432 |
| Brochure |
Part B |
| Pages |
1 - 29 |
| Item link |
http://hdl.handle.net/11311/1276257 |
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Unveiling the biological side of PET-derived biomarkers: a simulation-based approach applied to PDAC assessment (Show >>)(Hide <<)
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| Author/s |
Cavinato, Lara; Hong, Jimin; Wartenberg, Martin; Reinhard, Stefan; Seifert, Robert; Zunino, Paolo; Manzoni, Andrea; Ieva, Francesca; Chiti, Arturo; Rominger, Axel; Shi, Kuangyu |
| Title of the review |
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (ISSN: 1619-7070) |
| Volume |
52 |
| Brochure |
-- |
| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1281267 |
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| List of publications and reserach products for the year 2023 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Atti di convegno |
|
A computational framework for predictive digital twins of civil engineering structures (Show >>)(Hide <<)
|
| Author/s |
Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen |
| Title of the book |
European Network for Business and Industrial Statistics (ENBIS) Spring Meeting on Digital Twins |
| Title of the convention |
European Network for Business and Industrial Statistics (ENBIS) Spring Meeting on Digital Twins |
| Location of the convention |
DTU, Copenhagen |
| Period of the convention |
25/05/2023 - 26/05/2023 |
| Item link |
http://hdl.handle.net/11311/1288122 |
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A computational framework for predictive digital twins of civil engineering structures (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen |
| Title of the book |
6th International Workshop on Model Order Reduction Techniques (MORTech2023) |
| Title of the convention |
6th International Workshop on Model Order Reduction Techniques (MORTech2023) |
| Location of the convention |
Paris-Saclay University, Paris |
| Period of the convention |
22/11/2023 - 24/11/2023 |
| Item link |
http://hdl.handle.net/11311/1288127 |
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A computational framework for predictive digital twins of civil structures using neural networks and probabilistic graphical models (Show >>)(Hide <<)
|
| Author/s |
Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen |
| Title of the book |
2nd IACM Conference on Mechanistic Machine Learning and Digital Engineering for Computational Science, Engineering & Technology (MMLDE-CSET2023) |
| Title of the convention |
2nd IACM Conference on Mechanistic Machine Learning and Digital Engineering for Computational Science, Engineering & Technology (MMLDE-CSET2023) |
| Location of the convention |
The University of Texas at El Paso, El Paso |
| Period of the convention |
24/09/2023 - 2709/2023 |
| Item link |
http://hdl.handle.net/11311/1288123 |
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Digital Twins of Civil Structures Using Neural Networks and Probabilistic Graphical Models (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen |
| Title of the book |
BUILding a DIgital Twin: Requirements, methods, and applications (BUILD-IT2023) Workshop |
| Title of the convention |
BUILding a DIgital Twin: Requirements, methods, and applications (BUILD-IT2023) Workshop |
| Location of the convention |
CNR, Rome |
| Period of the convention |
19/10/2023 -20/10/2023 |
| Item link |
http://hdl.handle.net/11311/1288124 |
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| Contributions on scientific books |
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Damage identification using physics-based datasets: From convolutional to metric-informed damage-sensitive feature extractors (Show >>)(Hide <<)
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| Author/s of the contributin |
Torzoni, Matteo; Rosafalco, Luca; Mariani, Stefano; Corigliano, Alberto; Manzoni, Andrea |
| Title of the book |
Data-Centric Structural Health Monitoring: Mechanical, Aerospace and Complex Infrastructure Systems (ISBN: 9783110791426) |
| Author/s of the book |
Mohammad Noori, Fuh-Gwo Yuan and Ehsan Noroozinejad Farsangi |
| Publisher |
De Gruyter |
| Pages |
101 - 124 |
| Item link |
http://hdl.handle.net/11311/1262097 |
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| Conference proceedings |
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A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM (Show >>)(Hide <<)
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| Author/s |
Torzoni, M; Manzoni, A; Mariani, S |
| Title of the convention |
European Workshop on Structural Health Monitoring. EWSHM 2022 |
| Location of the convention |
Palermo |
| Title of the review |
--
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| Pages |
1076 - 1086 |
| Item link |
http://hdl.handle.net/11311/1233416 |
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A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma (Show >>)(Hide <<)
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| Author/s |
Cavinato, Lara; Hong, Jimin; Reinhard, Stefan; Wartenberg, Martin; Zunino, Paolo; Manzoni, Andrea; Ieva, Francesca; Shi, Kuangyu |
| Title of the convention |
2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) |
| Location of the convention |
Eindhoven |
| Title of the review |
--
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| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1254361 |
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| Journal Articles |
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A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations (Show >>)(Hide <<)
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| Author/s |
Franco, Nicola; Manzoni, Andrea; Zunino, Paolo |
| Title of the review |
MATHEMATICS OF COMPUTATION (ISSN: 0025-5718) |
| Volume |
92 |
| Brochure |
340 |
| Pages |
483 - 524 |
| Item link |
http://hdl.handle.net/11311/1225297 |
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A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks (Show >>)(Hide <<)
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| Author/s |
Torzoni, M; Manzoni, A; Mariani, S |
| Title of the review |
MECHANICAL SYSTEMS AND SIGNAL PROCESSING (ISSN: 0888-3270) |
| Volume |
197 |
| Brochure |
-- |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1250138 |
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Approximation bounds for convolutional neural networks in operator learning (Show >>)(Hide <<)
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| Author/s |
Franco, Nicola Rares; Fresca, Stefania; Manzoni, Andrea; Zunino, Paolo |
| Title of the review |
NEURAL NETWORKS (ISSN: 0893-6080) |
| Volume |
161 |
| Brochure |
-- |
| Pages |
129 - 141 |
| Item link |
http://hdl.handle.net/11311/1228762 |
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Deep learning-based surrogate models for parametrized PDEs: Handling geometric variability through graph neural networks (Show >>)(Hide <<)
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| Author/s |
Franco, Nicola Rares; Fresca, Stefania; Tombari, Filippo; Manzoni, Andrea |
| Title of the review |
CHAOS (ISSN: 1054-1500) |
| Volume |
33 |
| Brochure |
12 |
| Pages |
1 - 25 |
| Item link |
http://hdl.handle.net/11311/1273044 |
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Efficient and certified solution of parametrized one-way coupled problems through DEIM-based data projection across non-conforming interfaces (Show >>)(Hide <<)
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| Author/s |
Zappon, E; Quarteroni, A; Manzoni, A |
| Title of the review |
ADVANCES IN COMPUTATIONAL MATHEMATICS (ISSN: 1019-7168) |
| Volume |
49 |
| Brochure |
2 |
| Pages |
1 - 42 |
| Item link |
http://hdl.handle.net/11311/1250139 |
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Learning high-order interactions for polygenic risk prediction (Show >>)(Hide <<)
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| Author/s |
Massi, M. C.; Franco, N. R.; Manzoni, A.; Paganoni, A. M.; Park, H. A.; Hoffmeister, M.; Brenner, H.; Chang-Claude, J.; Ieva, F.; Zunino, P. |
| Title of the review |
PLOS ONE (ISSN: 1932-6203) |
| Volume |
18 |
| Brochure |
2 February |
| Pages |
1 - 27 |
| Item link |
http://hdl.handle.net/11311/1230485 |
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Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models (Show >>)(Hide <<)
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| Author/s |
Fresca, Stefania; Fatone, Federico; Manzoni, Andrea |
| Title of the review |
MATHEMATICS IN ENGINEERING (ISSN: 2640-3501) |
| Volume |
5 |
| Brochure |
6 |
| Pages |
1 - 36 |
| Item link |
http://hdl.handle.net/11311/1250140 |
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Mesh-Informed Neural Networks for Operator Learning in Finite Element Spaces (Show >>)(Hide <<)
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| Author/s |
Franco, N. R.; Manzoni, A.; Zunino, P. |
| Title of the review |
JOURNAL OF SCIENTIFIC COMPUTING (ISSN: 0885-7474) |
| Volume |
97 |
| Brochure |
2 |
| Pages |
1 - 41 |
| Item link |
http://hdl.handle.net/11311/1255918 |
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Multi-fidelity surrogate modeling using long short-term memory networks (Show >>)(Hide <<)
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| Author/s |
Conti, Paolo; Guo, Mengwu; Manzoni, Andrea; Hesthaven, Jan S. |
| Title of the review |
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (ISSN: 0045-7825) |
| Volume |
404 |
| Brochure |
-- |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1226092 |
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Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics (Show >>)(Hide <<)
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| Author/s |
Cicci, Ludovica; Fresca, Stefania; Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio |
| Title of the review |
MATHEMATICS IN ENGINEERING (ISSN: 2640-3501) |
| Volume |
5 |
| Brochure |
2 |
| Pages |
1 - 38 |
| Item link |
http://hdl.handle.net/11311/1221747 |
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Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches (Show >>)(Hide <<)
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| Author/s |
Gobat, Giorgio; Fresca, Stefania; Manzoni, Andrea; Frangi, Attilio |
| Title of the review |
SENSORS (ISSN: 1424-8220) |
| Volume |
23 |
| Brochure |
6 |
| Pages |
1 - 28 |
| Item link |
http://hdl.handle.net/11311/1233242 |
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Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions (Show >>)(Hide <<)
|
| Author/s |
Conti, Paolo; Gobat, Giorgio; Fresca, Stefania; Manzoni, Andrea; Frangi, Attilio |
| Title of the review |
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (ISSN: 0045-7825) |
| Volume |
411 |
| Brochure |
-- |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1237850 |
|
|
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression (Show >>)(Hide <<)
|
| Author/s |
Cicci, L.; Fresca, S.; Guo, M.; Manzoni, A.; Zunino, P. |
| Title of the review |
COMPUTERS & MATHEMATICS WITH APPLICATIONS (ISSN: 0898-1221) |
| Volume |
149 |
| Brochure |
-- |
| Pages |
1 - 23 |
| Item link |
http://hdl.handle.net/11311/1257779 |
|
| List of publications and reserach products for the year 2022 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Atti di convegno |
|
Enabling supervised learning in structural health monitoring by simulating damaged structure responses through physics based models (Show >>)(Hide <<)
|
| Author/s |
Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A. |
| Title of the book |
ECCOMAS Congress 2022 - 8th European Congress on Computational Methods in Applied Sciences and Engineering |
| Title of the convention |
ECCOMAS Congress 2022 - 8th European Congress on Computational Methods in Applied Sciences and Engineering |
| Location of the convention |
Oslo |
| Period of the convention |
5-9 Giugno 2022 |
| Item link |
http://hdl.handle.net/11311/1233399 |
|
|
Enhanced Bayesian model updating for structural health monitoring via deep learning (Show >>)(Hide <<)
|
| Author/s |
Torzoni, M.; Manzoni, A.; Mariani, S. |
| Title of the book |
ECCOMAS Congress 2022 - 8th European Congress on Computational Methods in Applied Sciences and Engineering |
| Title of the convention |
ECCOMAS Congress 2022 - 8th European Congress on Computational Methods in Applied Sciences and Engineering |
| Location of the convention |
Oslo |
| Period of the convention |
5-9 Giugno 2022 |
| Item link |
http://hdl.handle.net/11311/1233395 |
|
| Contributions on scientific books |
|
A Self-adaptive Hybrid Model/data-Driven Approach to SHM Based on Model Order Reduction and Deep Learning (Show >>)(Hide <<)
|
| Author/s of the contributin |
Rosafalco, L.; Torzoni, M.; Manzoni, A.; Mariani, S.; Corigliano, A. |
| Title of the book |
Structural Health Monitoring Based on Data Science Techniques (ISBN: 978-3-030-81715-2; 978-3-030-81716-9) |
| Author/s of the book |
Alexandre Cury, Diogo Ribeiro, Filippo Ubertini, Michael D. Todd |
| Publisher |
Springer Nature |
| Pages |
165 - 184 |
| Item link |
http://hdl.handle.net/11311/1233375 |
|
|
Combined Model Order Reduction Techniques and Artificial Neural Network for Data Assimilation and Damage Detection in Structures (Show >>)(Hide <<)
|
| Author/s of the contributin |
Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A. |
| Title of the book |
Computational Sciences and Artificial Intelligence in Industry (ISBN: 978-3-030-70786-6; 978-3-030-70787-3) |
| Author/s of the book |
Tero Tuovinen, Jacques Periaux, Pekka Neittaanmäki |
| Publisher |
Springer Science and Business Media B.V. |
| Pages |
247 - 259 |
| Item link |
http://hdl.handle.net/11311/1207178 |
|
| Conference proceedings |
|
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring (Show >>)(Hide <<)
|
| Author/s |
Colombera, Giorgia; Rosafalco, Luca; Torzoni, Matteo; Gatti, Filippo; Mariani, Stefano; Manzoni, Andrea; Corigliano, Alberto |
| Title of the convention |
1st International Electronic Conference on Algorithms |
| Location of the convention |
Basel - Online |
| Period of the convention |
27 September–10 October 2021 |
| Title of the review |
--
|
| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1204475 |
|
|
A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring (Show >>)(Hide <<)
|
| Author/s |
Torzoni, M.; Manzoni, A.; Mariani, S. |
| Title of the convention |
9th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Title of the review |
ENGINEERING PROCEEDINGS (ISSN: 2673-4591)
|
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1233473 |
|
|
Deep learning-based reduced order models in cardiac electrophysiology (Show >>)(Hide <<)
|
| Author/s |
Fresca, S.; Manzoni, A.; Dede', L.; Quarteroni, A. |
| Title of the convention |
CMBE2022 |
| Location of the convention |
Milano |
| Period of the convention |
27/6/2022-29/6/2022 |
| Title of the review |
--
|
| Pages |
120 - 123 |
| Item link |
http://hdl.handle.net/11311/1263842 |
|
|
Health Monitoring of Civil Structures: A MCMC Approach Based on a Multi-Fidelity Deep Neural Network Surrogate (Show >>)(Hide <<)
|
| Author/s |
Torzoni, Matteo; Manzoni, Andrea; Mariani, Stefano |
| Title of the convention |
1st International Electronic Conference on Algorithms |
| Location of the convention |
Basel - Online |
| Title of the review |
--
|
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1204478 |
|
|
Indirect Optimal Control of Advection-Diffusion Fields through Distributed Robotic Swarms (Show >>)(Hide <<)
|
| Author/s |
Sinigaglia, C.; Manzoni, A.; Braghin, F.; Berman, S. |
| Title of the convention |
25th IFAC Symposium on Mathematical Theory of Networks and Systems, MTNS 2022 |
| Location of the convention |
deu |
| Period of the convention |
2022 |
| Title of the review |
--
|
| Pages |
299 - 304 |
| Item link |
http://hdl.handle.net/11311/1233381 |
|
|
Unscented Kalman Filter Empowered by Bayesian Model Evidence for System Identification in Structural Dynamics (Show >>)(Hide <<)
|
| Author/s |
Rosafalco, Luca; Eftekhar Azam, Saeed; Manzoni, Andrea; Corigliano, Alberto; Mariani, Stefano |
| Title of the convention |
1st International Electronic Conference on Algorithms |
| Location of the convention |
Basel - Online |
| Period of the convention |
27 September–10 October 2021 |
| Title of the review |
--
|
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1204470 |
|
| Journal Articles |
|
Deep learning-based reduced order models for the real-time simulation of the nonlinear dynamics of microstructures (Show >>)(Hide <<)
|
| Author/s |
Fresca, S; Gobat, G; Fedeli, P; Frangi, A; Manzoni, A |
| Title of the review |
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (ISSN: 0029-5981) |
| Volume |
123 |
| Brochure |
20 |
| Pages |
4749 - 4777 |
| Item link |
http://hdl.handle.net/11311/1221749 |
|
|
Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs (Show >>)(Hide <<)
|
| Author/s |
Cicci, L; Fresca, S; Manzoni, A |
| Title of the review |
JOURNAL OF SCIENTIFIC COMPUTING (ISSN: 0885-7474) |
| Volume |
93 |
| Brochure |
2 |
| Pages |
1 - 37 |
| Item link |
http://hdl.handle.net/11311/1231059 |
|
|
Density Control of Large-Scale Particles Swarm Through PDE-Constrained Optimization (Show >>)(Hide <<)
|
| Author/s |
Sinigaglia, C; Manzoni, A; Braghin, F |
| Title of the review |
IEEE TRANSACTIONS ON ROBOTICS (ISSN: 1552-3098) |
| Volume |
38 |
| Brochure |
6 |
| Pages |
3530 - 3549 |
| Item link |
http://hdl.handle.net/11311/1228761 |
|
|
Fast active thermal cloaking through PDE-constrained optimization and reduced-order modelling (Show >>)(Hide <<)
|
| Author/s |
Sinigaglia, Carlo; Quadrelli, Davide E.; Manzoni, Andrea; Braghin, Francesco |
| Title of the review |
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON. SERIES A (ISSN: 1364-5021) |
| Volume |
478 |
| Brochure |
2258 |
| Pages |
1 - 26 |
| Item link |
http://hdl.handle.net/11311/1203143 |
|
|
Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities (Show >>)(Hide <<)
|
| Author/s |
Guo, M.; Manzoni, A.; Amendt, M.; Conti, P.; Hesthaven, J. S. |
| Title of the review |
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (ISSN: 0045-7825) |
| Volume |
389 |
| Brochure |
-- |
| Pages |
1 - 25 |
| Item link |
http://hdl.handle.net/11311/1196628 |
|
|
POD-DL-ROM: Enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition (Show >>)(Hide <<)
|
| Author/s |
Fresca, S.; Manzoni, A. |
| Title of the review |
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (ISSN: 0045-7825) |
| Volume |
388 |
| Brochure |
-- |
| Pages |
1 - 27 |
| Item link |
http://hdl.handle.net/11311/1190168 |
|
|
Reduced order modeling of nonlinear microstructures through Proper Orthogonal Decomposition (Show >>)(Hide <<)
|
| Author/s |
Gobat, G.; Opreni, A.; Fresca, S.; Manzoni, A.; Frangi, A. |
| Title of the review |
MECHANICAL SYSTEMS AND SIGNAL PROCESSING (ISSN: 0888-3270) |
| Volume |
171 |
| Brochure |
-- |
| Pages |
1 - 23 |
| Item link |
http://hdl.handle.net/11311/1199274 |
|
|
SHM under varying environmental conditions: an approach based on model order reduction and deep learning (Show >>)(Hide <<)
|
| Author/s |
Torzoni, Matteo; Rosafalco, Luca; Manzoni, Andrea; Mariani, Stefano; Corigliano, Alberto |
| Title of the review |
COMPUTERS & STRUCTURES (ISSN: 0045-7949) |
| Volume |
266 |
| Brochure |
-- |
| Pages |
1 - 20 |
| Item link |
http://hdl.handle.net/11311/1221748 |
|
|
Slow Conduction Corridors and Pivot Sites Characterize the Electrical Remodeling in Atrial Fibrillation (Show >>)(Hide <<)
|
| Author/s |
Frontera, A.; Pagani, S.; Limite, L. R.; Peirone, A.; Fioravanti, F.; Enache, B.; Cuellar Silva, J.; Vlachos, K.; Meyer, C.; Montesano, G.; Manzoni, A.; Dede', L.; Quarteroni, A.; Latcu, D. G.; Rossi, P.; Della Bella, P. |
| Title of the review |
JACC. CLINICAL ELECTROPHYSIOLOGY (ISSN: 2405-500X) |
| Volume |
8 |
| Brochure |
5 |
| Pages |
561 - 577 |
| Item link |
http://hdl.handle.net/11311/1215773 |
|
|
Stabilized reduced-order models for unsteady incompressible flows in three-dimensional parametrized domains (Show >>)(Hide <<)
|
| Author/s |
Buoso, S; Manzoni, A; Alkadhi, H; Kurtcuoglu, V |
| Title of the review |
COMPUTERS & FLUIDS (ISSN: 0045-7930) |
| Volume |
246 |
| Brochure |
105604 |
| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1221751 |
|
|
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method (Show >>)(Hide <<)
|
| Author/s |
Pagani, S.; Manzoni, A.; Carlberg, K. T. |
| Title of the review |
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION (ISSN: 2152-5099) |
| Volume |
12 |
| Brochure |
1 |
| Pages |
25 - 59 |
| Item link |
http://hdl.handle.net/11311/1196443 |
|
|
Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning (Show >>)(Hide <<)
|
| Author/s |
Torzoni, M.; Manzoni, A.; Mariani, S. |
| Title of the review |
COMPUTERS & STRUCTURES (ISSN: 0045-7949) |
| Volume |
271 |
| Brochure |
-- |
| Pages |
1 - 21 |
| Item link |
http://hdl.handle.net/11311/1221752 |
|
| List of publications and reserach products for the year 2021 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Rivista |
|
PH-0656 Prediction of toxicity after prostate cancer RT: the value of a SNP-interaction polygenic risk score (Show >>)(Hide <<)
|
| Author/s |
Rancati, T.; Massi, M.; Franco, N.; Avuzzi, B.; Azria, D.; Choudhury, A.; Cicchetti, A.; Dirk, D. R.; Dunning, A.; Elliott, R.; Ieva, F.; Kerns, S.; Lambrecht, M.; Manzoni, A.; Paganoni, A.; Rosenstein, B.; Seibold, P.; Sperk, E.; Talbot, C.; Vega, A.; Veldeman, L.; Zunino, P.; Webb, A.; Chang-Claude, J.; West, C. |
| Title of the review |
RADIOTHERAPY AND ONCOLOGY (ISSN: 0167-8140) |
| Volume |
161 |
| Pages |
S526 - S528 |
| Item link |
http://hdl.handle.net/11311/1186328 |
|
| Abstract in Atti di convegno |
|
A deep learning approach to metric-based damage localization in structural health monitoring (Show >>)(Hide <<)
|
| Author/s |
Torzoni, M.; Manzoni, A.; Mariani, S. |
| Title of the book |
Proceedings of Computational Sciences and Artificial Intelligence in Industry (CSAI) |
| Number of pages |
1 |
| Title of the convention |
Computational Sciences and Artificial Intelligence in Industry (CSAI) |
| Location of the convention |
Trondheim (Norway) |
| Period of the convention |
7-9 June 2021 |
| Item link |
http://hdl.handle.net/11311/1204526 |
|
|
An MCMC approach powered by a multi-fidelity deep neural network surrogate for damage localization in civil structures (Show >>)(Hide <<)
|
| Author/s |
Torzoni, M.; Manzoni, A.; Mariani, S. |
| Title of the book |
Workshop in Industrial Mathematics (WIM2021) |
| Title of the convention |
Workshop in Industrial Mathematics (WIM2021) |
| Location of the convention |
Catania (Italy) |
| Period of the convention |
20-22 October 2021 |
| Item link |
http://hdl.handle.net/11311/1204532 |
|
|
Dealing with uncertainties in structural damage localization by reduced order modeling and deep learning-based classifiers (Show >>)(Hide <<)
|
| Author/s |
Rosafalco, L.; Manzoni, A.; Mariani, S.; Torzoni, M.; Corigliano, A. |
| Title of the book |
Proceedings of SIMAI 2020+21: the XV biannual congress of SIMAI (ISBN: 979-12-200-9343-9) |
| Author/s of the book |
Aimi, Alessandra Bisi, Marzia Diligenti, Mauro Groppi, Maria Guardasoni, Chiara Sanfelici, Simona |
| Publisher |
Università degli studi di Parma |
| Number of pages |
2 |
| Title of the convention |
Congress of the Italian Society of Applied and Industrial Mathematics (SIMAI) |
| Location of the convention |
Parma |
| Period of the convention |
30 August - 3 September 2021 |
| Pages |
200 - 201 |
| Item link |
http://hdl.handle.net/11311/1204528 |
|
|
Uncertainty Quantification for Parameter dependent Partial Differential Equations using Deep Neural Networks (Show >>)(Hide <<)
|
| Author/s |
Franco, N.; Manzoni, A.; Zunino, P. |
| Title of the book |
Proceedings of SIMAI 2020+21: the XV biannual congress of SIMAI (ISBN: 9791220093439) |
| Publisher |
Università degli studi di Parma |
| Title of the convention |
SIMAI 2020+21: the XV biannual congress of SIMAI |
| Location of the convention |
Parma, Italy |
| Period of the convention |
30/08/2021 - 03/09/2021 |
| Item link |
http://hdl.handle.net/11311/1189787 |
|
| Contributions on scientific books |
|
Computational bottlenecks for PROMs: Precomputation and hyperreduction (Show >>)(Hide <<)
|
| Author/s of the contributin |
Farhat, C.; Grimberg, S.; Manzoni, A.; Quarteroni, A. |
| Title of the book |
Snapshot-Based Methods and Algorithms (ISBN: 9783110671490; 9783110671407) |
| Author/s of the book |
P. Benner, S. Grivet-Talocia, A. Quarteroni, G. Rozza, W. Schilders, L.M. Silveira |
| Publisher |
De Gruyter |
| Pages |
181 - 243 |
| Item link |
http://hdl.handle.net/11311/1228763 |
|
| Conference proceedings |
|
Parametric reduced order modelling and deep learning to accomplish pattern recognition and regression tasks (Show >>)(Hide <<)
|
| Author/s |
Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A. |
| Title of the convention |
25th International Congress of Theoretical and Applied Mechanics - ICTAM2020+1 |
| Location of the convention |
Virtual (Milan) |
| Title of the review |
--
|
| Pages |
2284 - 2285 |
| Item link |
http://hdl.handle.net/11311/1210941 |
|
| Scientific Books |
|
Optimal Control of Partial Differential Equations. Analysis, Approximation, and Applications (Show >>)(Hide <<)
|
| Author/s |
Manzoni, A.; Quarteroni, A.; Salsa, S. |
| ISBN Code |
978-3-030-77225-3; 978-3-030-77226-0 |
| Publisher |
Springer |
| Number of pages |
XVII, 498 |
| Item link |
http://hdl.handle.net/11311/1207487 |
|
| Journal Articles |
|
A Comprehensive Deep Learning-Based Approach to Reduced Order Modeling of Nonlinear Time-Dependent Parametrized PDEs (Show >>)(Hide <<)
|
| Author/s |
Fresca, Stefania; Dede’, Luca; Manzoni, Andrea |
| Title of the review |
JOURNAL OF SCIENTIFIC COMPUTING (ISSN: 0885-7474) |
| Volume |
87 |
| Brochure |
2 |
| Pages |
1 - 36 |
| Item link |
http://hdl.handle.net/11311/1168946 |
|
|
A Computational Study of the Electrophysiological Substrate in Patients Suffering From Atrial Fibrillation (Show >>)(Hide <<)
|
| Author/s |
Pagani, S.; Dede', L.; Frontera, A.; Salvador, M.; Limite, L. R.; Manzoni, A.; Lipartiti, F.; Tsitsinakis, G.; Hadjis, A.; Della Bella, P.; Quarteroni, A. |
| Title of the review |
FRONTIERS IN PHYSIOLOGY (ISSN: 1664-042X) |
| Volume |
12 |
| Brochure |
-- |
| Pages |
673612 - 673632 |
| Item link |
http://hdl.handle.net/11311/1184904 |
|
|
An autoencoder-based deep learning approach for load identification in structural dynamics (Show >>)(Hide <<)
|
| Author/s |
Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A. |
| Title of the review |
SENSORS (ISSN: 1424-8220) |
| Volume |
21 |
| Brochure |
12 |
| Pages |
1 - 32 |
| Item link |
http://hdl.handle.net/11311/1196625 |
|
|
Characterization of cardiac electrogram signals in atrial arrhythmias (Show >>)(Hide <<)
|
| Author/s |
Frontera, A.; Limite, L. R.; Pagani, S.; Hadjis, A.; Cireddu, M.; Sala, S.; Tsitsinakis, G.; Paglino, G.; Peretto, G.; Lipartiti, F.; Bisceglia, C.; Radinovic, A.; D'Angelo, G.; Marzi, A.; Baratto, F.; Vergara, P.; Dede', L.; Gulletta, S.; Manzoni, A.; Mazzone, P.; Quarteroni, A.; della Bella, P. |
| Title of the review |
MINERVA CARDIOLOGY AND ANGIOLOGY (ISSN: 2724-5683) |
| Volume |
69 |
| Brochure |
1 |
| Pages |
70 - 80 |
| Item link |
http://hdl.handle.net/11311/1184911 |
|
|
Data integration for the numerical simulation of cardiac electrophysiology (Show >>)(Hide <<)
|
| Author/s |
Pagani, S.; Dede', L.; Manzoni, A.; Quarteroni, A. |
| Title of the review |
PACING AND CLINICAL ELECTROPHYSIOLOGY (ISSN: 0147-8389) |
| Volume |
44 |
| Brochure |
4 |
| Pages |
726 - 736 |
| Item link |
http://hdl.handle.net/11311/1184912 |
|
|
Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity (Show >>)(Hide <<)
|
| Author/s |
Franco, Nicola Rares; Massi, Michela Carlotta; Ieva, Francesca; Manzoni, Andrea; Paganoni, Anna Maria; Zunino, Paolo; Veldeman, Liv; Ost, Piet; Fonteyne, Valérie; Talbot, Christopher J; Rattay, Tim; Webb, Adam; Johnson, Kerstie; Lambrecht, Maarten; Haustermans, Karin; De Meerleer, Gert; de Ruysscher, Dirk; Vanneste, Ben; Van Limbergen, Evert; Choudhury, Ananya; Elliott, Rebecca M; Sperk, Elena; Veldwijk, Marlon; Herskind, Carsten; Avuzzi, Barbara; Noris Chiorda, Barbara; Valdagni, Riccardo; Azria, David; Farcy-Jacquet, Marie-Pierre; Brengues, Muriel; Rosenstein, Barry S; Stock, Richard G; Vega, Ana; Elías Aguado-Barrera, Miguel; Sosa-Fajardo, Paloma; Dunning, Alison M; Fachal, Laura; Kerns, Sarah L; Payne, Debbie; Chang-Claude, Jenny; Seibold, Petra; Ml West, Catharine; Rancati, Tiziana |
| Title of the review |
RADIOTHERAPY AND ONCOLOGY (ISSN: 0167-8140) |
| Volume |
159 |
| Brochure |
-- |
| Pages |
241 - 248 |
| Item link |
http://hdl.handle.net/11311/1171190 |
|
|
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning (Show >>)(Hide <<)
|
| Author/s |
Pagani, S.; Manzoni, A. |
| Title of the review |
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING (ISSN: 2040-7939) |
| Volume |
37 |
| Brochure |
6 |
| Pages |
e3450 |
| Item link |
http://hdl.handle.net/11311/1196431 |
|
|
Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks (Show >>)(Hide <<)
|
| Author/s |
Salvador, M.; Dedè, L.; Manzoni, A. |
| Title of the review |
COMPUTERS & MATHEMATICS WITH APPLICATIONS (ISSN: 0898-1221) |
| Volume |
104 |
| Brochure |
-- |
| Pages |
1 - 13 |
| Item link |
http://hdl.handle.net/11311/1190167 |
|
|
Online structural health monitoring by model order reduction and deep learning algorithms (Show >>)(Hide <<)
|
| Author/s |
Rosafalco, L; Torzoni, M; Manzoni, A; Mariani, S; Corigliano, A |
| Title of the review |
COMPUTERS & STRUCTURES (ISSN: 0045-7949) |
| Volume |
255 |
| Brochure |
-- |
| Pages |
1 - 18 |
| Item link |
http://hdl.handle.net/11311/1196626 |
|
|
POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium (Show >>)(Hide <<)
|
| Author/s |
Fresca, Stefania; Manzoni, Andrea; Dedè, Luca; Quarteroni, Alfio |
| Title of the review |
FRONTIERS IN PHYSIOLOGY (ISSN: 1664-042X) |
| Volume |
12 |
| Brochure |
-- |
| Pages |
1 - 17 |
| Item link |
http://hdl.handle.net/11311/1185181 |
|
|
Real-time simulation of parameter-dependent fluid flows through deep learning-based reduced order models (Show >>)(Hide <<)
|
|
|
SUIHTER : a new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy (Show >>)(Hide <<)
|
| Author/s |
Parolini, N.; Dede’, L.; Antonietti, P. F.; Ardenghi, G.; Manzoni, A.; Miglio, E.; Pugliese, A.; Verani, M.; Quarteroni, A. |
| Title of the review |
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON. SERIES A (ISSN: 1364-5021) |
| Volume |
477 |
| Brochure |
2253 |
| Pages |
1 - 21 |
| Item link |
http://hdl.handle.net/11311/1184407 |
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