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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The calculation of the number of students enrolled only considers students enrolled in the academic year in question and does not include any possible students who may be attending but who are enrolled in previous academic years.
In case of structured courses taught by more professors, the number of students enrolled is related to the individual professor 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 professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
| Professor | Mariani Stefano | | | Qualification | Full professor full time | | Belonging Department | Dipartimento di Ingegneria Civile e Ambientale | | Scientific-Disciplinary Sector | ICAR/08 - Structural Mechanics | | Curriculum Vitae |  Download CV (221.62Kb - 14/10/2019) | | OrcID | https://orcid.org/0000-0001-5111-9800 |
| Professor's office hours | | Department | Floor | Office | Day | Timetable | Telephone | Fax | Notes |
|---|
| Dipartimento di Ingegneria Civile e Ambientale | 1 (edificio 4) | 100 | Thursday | From 14:30
To 17:00 | 02-23994279 | 02-23994220 | -- |
| | E-mail | stefano.mariani@polimi.it | | Professor's personal website | -- |
| List of publications and reserach products for the year 2023 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Conference proceedings |
|
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 |
--
|
| Pages |
1076 - 1086 |
| Item link |
http://hdl.handle.net/11311/1233416 |
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A Multi-stage Machine Learning Methodology for Health Monitoring of Largely Unobserved Structures Under Varying Environmental Conditions (Show >>)(Hide <<)
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| Author/s |
Entezami, A.; Mariani, S.; Shariatmadar, H. |
| Title of the convention |
European Workshop on Structural Health Monitoring. EWSHM 2022 |
| Location of the convention |
Palermo |
| Title of the review |
--
|
| Pages |
297 - 307 |
| Item link |
http://hdl.handle.net/11311/1225180 |
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Leadframe-Epoxy Moulding Compound Adhesion: a Micromechanics-driven Investigation (Show >>)(Hide <<)
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| Author/s |
Porta, Alessandro Della; Mariani, Stefano; Rovitto, Marco; Andena, Luca; Zalaffi, Samuele |
| Title of the convention |
2023 24th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE) |
| Location of the convention |
Graz, Austria |
| Period of the convention |
16-19 April 2023 |
| Title of the review |
--
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1236184 |
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| Journal Articles |
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MEMS Reliability: On-Chip Testing for the Characterization of the Out-of-Plane Polysilicon Strength (Show >>)(Hide <<)
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| Author/s |
Vicentini Ferreira do Valle, Tiago; Mariani, Stefano; Ghisi, Aldo; De Masi, Biagio; Rizzini, Francesco; Gattere, Gabriele; Valzasina, Carlo |
| Title of the review |
MICROMACHINES (ISSN: 2072-666X) |
| Volume |
14 |
| Brochure |
2 |
| Pages |
443 - 456 |
| Item link |
http://hdl.handle.net/11311/1234703 |
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| 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 |
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Enabling supervised learning in structural health monitoring by simulating damaged structure responses through physics based models (Show >>)(Hide <<)
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| 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 |
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Enhanced Bayesian model updating for structural health monitoring via deep learning (Show >>)(Hide <<)
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| 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 |
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| Patents |
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Sistema fotovoltaico per impianto agrivoltaico comprendente una copertura protettiva (Show >>)(Hide <<)
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| Author/s |
Mariani, Stefano; Carvelli, Valter; Azzolini, Alessandro; Radman, Matteo; Riccardi, Katarina; Delo, G.; Marinelli, A.; Metafune, F. A.; Moglianesi, A.; Invernizzi, S. |
| Patent owner |
Politecnico di Milano, Politecnico di Torino |
| Patent number |
102022000011186 |
| Item link |
http://hdl.handle.net/11311/1233990 |
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| Contributions on scientific books |
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A Self-adaptive Hybrid Model/data-Driven Approach to SHM Based on Model Order Reduction and Deep Learning (Show >>)(Hide <<)
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| 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 |
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Combined Model Order Reduction Techniques and Artificial Neural Network for Data Assimilation and Damage Detection in Structures (Show >>)(Hide <<)
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| 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 |
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Mechanics of Microsystems: A Recent Journey in a Fascinating Branch of Mechanics (Show >>)(Hide <<)
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| Author/s of the contributin |
Corigliano, Alberto; Ghisi, Aldo; Mariani, Stefano; Zega, Valentina |
| Title of the book |
50+ Years of AIMETA (ISBN: 978-3-030-94194-9; 978-3-030-94195-6) |
| Author/s of the book |
Giuseppe Rega |
| Publisher |
Springer, Cham |
| Pages |
419 - 435 |
| Item link |
http://hdl.handle.net/11311/1217241 |
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| Author/s of the contributin |
Balzelli Ludovico, Alessandro; Banfi, Fabio; Losa, Stefano; Petralia, Francesco; Fabrizio Speroni, Ernesto; Ghisi, ALDO FRANCESCO; Mariani, Stefano |
| Title of the book |
Silicon Sensors and Actuators The Feynman Roadmap (ISBN: 978-3-030-80134-2; 978-3-030-80135-9) |
| Author/s of the book |
Benedetto Vigna, Paolo Ferrari, Flavio Francesco Villa, Ernesto Lasalandra, Sarah Zerbini |
| Publisher |
Springer Nature |
| Pages |
899 - 942 |
| Item link |
http://hdl.handle.net/11311/1233383 |
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| Conference proceedings |
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A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring (Show >>)(Hide <<)
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| 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 |
--
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| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1204475 |
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A Microfluidic Device Based on Standing Surface Acoustic Waves for Sorting and Trapping Microparticles (Show >>)(Hide <<)
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| Author/s |
Mezzanzanica, G.; Agazzi, L.; Siena, M.; Francais, O.; Mariani, S. |
| Title of the convention |
9th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
1-15 Novembre 2022 |
| Title of the review |
ENGINEERING PROCEEDINGS (ISSN: 2673-4591)
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| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1233465 |
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A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring (Show >>)(Hide <<)
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| 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)
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1233473 |
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Attention Mechanism-Driven Sensor Placement Strategy for Structural Health Monitoring (Show >>)(Hide <<)
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| Author/s |
Kim, J. -W.; Torzoni, M.; Corigliano, 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)
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1233471 |
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Deep Learning-based Multiscale Modelling of Polysilicon MEMS (Show >>)(Hide <<)
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| Author/s |
Quesada-Molina, Jp; Mariani, S |
| Title of the convention |
23rd International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE) |
| Location of the convention |
St Julian, Malta |
| Title of the review |
--
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1233386 |
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Health Monitoring of Civil Structures: A MCMC Approach Based on a Multi-Fidelity Deep Neural Network Surrogate (Show >>)(Hide <<)
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| 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 |
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On-Chip Tests for the Characterization of the Mechanical Strength of Polysilicon † (Show >>)(Hide <<)
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| Author/s |
do Valle, T. V. F.; Ghisi, A.; Mariani, S.; Gattere, G.; Rizzini, F.; Guerinoni, L.; Falorni, L. |
| Title of the convention |
9th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - online |
| Period of the convention |
1-15 Novembre 2022 |
| Title of the review |
ENGINEERING PROCEEDINGS (ISSN: 2673-4591)
|
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1233439 |
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Two-Scale Deep Learning Model for Polysilicon MEMS Sensors (Show >>)(Hide <<)
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| Author/s |
Quesada-Molina, José Pablo; 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 - 8 |
| Item link |
http://hdl.handle.net/11311/1204476 |
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Uncertainty Quantification at the Microscale: A Data-Driven Multi-Scale Approach (Show >>)(Hide <<)
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| Author/s |
Quesada-Molina, J. P.; 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 - 6 |
| Item link |
http://hdl.handle.net/11311/1233467 |
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Unscented Kalman Filter Empowered by Bayesian Model Evidence for System Identification in Structural Dynamics (Show >>)(Hide <<)
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| 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 |
--
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| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1204470 |
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| Journal Articles |
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Classification of the Structural Behavior of Tall Buildings with a Diagrid Structure: A Machine Learning-Based Approach (Show >>)(Hide <<)
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Damage Detection in Largely Unobserved Structures under Varying Environmental Conditions: An AutoRegressive Spectrum and Multi-Level Machine Learning Methodology (Show >>)(Hide <<)
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| Author/s |
Entezami, A.; Mariani, S.; Shariatmadar, H. |
| Title of the review |
SENSORS (ISSN: 1424-8220) |
| Volume |
22 |
| Brochure |
4 |
| Pages |
1 - 21 |
| Item link |
http://hdl.handle.net/11311/1224787 |
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Hybrid Model-Based and Data-Driven Solution for Uncertainty Quantification at the Microscale (Show >>)(Hide <<)
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| Author/s |
Quesada-Molina, J. P.; Mariani, S. |
| Title of the review |
MICRO AND NANOSYSTEMS (ISSN: 1876-4029) |
| Volume |
14 |
| Brochure |
4 |
| Pages |
281 - 286 |
| Item link |
http://hdl.handle.net/11311/1231834 |
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SHM under varying environmental conditions: an approach based on model order reduction and deep learning (Show >>)(Hide <<)
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| Author/s |
Torzoni, Matteo; Rosafalco, Luca; Manzoni, Andrea; Mariani, Stefano; Corigliano, Alberto |
| Title of the review |
COMPUTERS & STRUCTURES (ISSN: 0045-7949) |
| Volume |
265 |
| Brochure |
106790 |
| Pages |
1 - 20 |
| Item link |
http://hdl.handle.net/11311/1221748 |
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Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning (Show >>)(Hide <<)
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| 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 |
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| List of publications and reserach products for the year 2021 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Atti di convegno |
|
A Deep Learning-Based Approach to Uncertainty Quantification for Polysilicon MEMS (Show >>)(Hide <<)
|
| Author/s |
Quesada-Molina, José Pablo; Mariani, Stefano |
| Title of the book |
1st International Conference on Micromachines and Applications |
| Publisher |
MDPI |
| Number of pages |
1 |
| Title of the convention |
1st International Conference on Micromachines and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 April 2021 |
| Volume |
4 |
| Brochure |
1 |
| Pages |
1 |
| Item link |
http://hdl.handle.net/11311/1204500 |
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A Piezo-MEMS Device for Fatigue Testing of Thin Metal Layers (Show >>)(Hide <<)
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| Author/s |
Ghisi, Aldo; Boni, Nicolò; Carminati, Roberto; Mariani, Stefano |
| Title of the book |
1st International Conference on Micromachines and Applications |
| Publisher |
MDPI |
| Number of pages |
1 |
| Period of the convention |
15–30 April 2021 |
| Volume |
4 |
| Brochure |
1 |
| Pages |
1 |
| Item link |
http://hdl.handle.net/11311/1204494 |
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A deep learning approach to metric-based damage localization in structural health monitoring (Show >>)(Hide <<)
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| 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 |
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A physics-informed neural network approach to stochastic homogenization of polycrystalline materials (Show >>)(Hide <<)
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| Author/s |
Quesada Molina, J. P.; Mariani, S. |
| Title of the book |
Proccedings of Computer Methods in Metals Technology (KomPlasTech) 2021 |
| Title of the convention |
Computer Methods in Metals Technology (KomPlasTech) 2021 |
| Location of the convention |
Krakow (Poland) |
| Period of the convention |
8-9 March 2021 |
| Item link |
http://hdl.handle.net/11311/1204524 |
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A two-scale multi-physics deep learning model for smart MEMS sensors (Show >>)(Hide <<)
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| Author/s |
Mariani, S.; Quesada Molina, J. P. |
| Title of the book |
Proccedings of International Conference on Advanced Functional Materials (CAFM 2021) |
| Number of pages |
1 |
| Title of the convention |
International Conference on Advanced Functional Materials (CAFM 2021) |
| Location of the convention |
Guilin (China) |
| Period of the convention |
29-31 October 2021 |
| Pages |
1 |
| Item link |
http://hdl.handle.net/11311/1204522 |
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An MCMC approach powered by a multi-fidelity deep neural network surrogate for damage localization in civil structures (Show >>)(Hide <<)
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| 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 |
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An on-chip MEMS testing device for uncertainty quantification at the microscale (Show >>)(Hide <<)
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| Author/s |
Mariani, Stefano |
| Title of the book |
2021 International Conference on Automation Technology and Mechanical Engineering |
| Title of the convention |
2021 International Conference on Automation Technology and Mechanical Engineering |
| Location of the convention |
Zhengzhou (China) |
| Period of the convention |
22-24 January 2021 |
| Item link |
http://hdl.handle.net/11311/1204530 |
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Assessment of the seismic bearing capacity of strip footings over a void in heterogeneous soils: a Machine Learning-based approach (Show >>)(Hide <<)
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| Author/s |
Sadegh Es-haghi, Mohammad; Mariani, Stefano |
| Title of the book |
1st International Electronic Conference on Algorithms |
| Publisher |
MDPI |
| Item link |
http://hdl.handle.net/11311/1204483 |
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Dealing with uncertainties in structural damage localization by reduced order modeling and deep learning-based classifiers (Show >>)(Hide <<)
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| 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 |
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On-Chip Assessment of Scattering in the Response of Si-Based Microdevices (Show >>)(Hide <<)
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| Author/s |
Ghisi, Aldo; Mariani, Stefano |
| Title of the book |
1st International Conference on Micromachines and Applications |
| Publisher |
MDPI |
| Number of pages |
1 |
| Title of the convention |
1st International Conference on Micromachines and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 April 2021 |
| Volume |
4 |
| Brochure |
1 |
| Pages |
1 |
| Item link |
http://hdl.handle.net/11311/1204497 |
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| Author/s |
Casiraghi, Giorgio; Caltabiano, Daniele; Picco, Andrea; Mariani, Stefano |
| Title of the book |
1st International Conference on Micromachines and Applications |
| Publisher |
MDPI |
| Number of pages |
1 |
| Title of the convention |
1st International Conference on Micromachines and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 April 2021 |
| Volume |
4 |
| Brochure |
1 |
| Pages |
1 |
| Item link |
http://hdl.handle.net/11311/1204499 |
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Stochastic Homogenization and Uncertainty Quantification: A Data-Driven Approach (Show >>)(Hide <<)
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| Author/s |
QUESADA MOLINA, JOSE PABLO; Mariani, Stefano |
| Title of the book |
16th U.S. National Congress on Computational Mechanics |
| Number of pages |
1 |
| Title of the convention |
16th U.S. National Congress on Computational Mechanics |
| Location of the convention |
Chicago, IL |
| Period of the convention |
25-29 July 2021 |
| Pages |
884 |
| Item link |
http://hdl.handle.net/11311/1204514 |
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| Contributions on scientific books |
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Early Damage Detection for Partially Observed Structures with an Autoregressive Spectrum and Distance-Based Methodology (Show >>)(Hide <<)
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| Author/s of the contributin |
Entezami, Alireza; Mariani, Stefano |
| Title of the book |
European Workshop on Structural Health Monitoring. EWSHM 2020. (ISBN: 978-3-030-64907-4; 978-3-030-64908-1) |
| Author/s of the book |
Rizzo P., Milazzo A. |
| Publisher |
Springer |
| Pages |
427 - 437 |
| Item link |
http://hdl.handle.net/11311/1169797 |
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| Conference proceedings |
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A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction (Show >>)(Hide <<)
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| Author/s |
Quesada-Molina, J. P.; Mariani, S. |
| Title of the convention |
21st International Conference on Computational Science, ICCS 2021 |
| Location of the convention |
Kraków (Poland) |
| Period of the convention |
16-18 June 2021 |
| Title of the review |
--
|
| Pages |
549 - 561 |
| Item link |
http://hdl.handle.net/11311/1204535 |
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A Stochastic Model to Describe the Scattering in the Response of Polysilicon MEMS (Show >>)(Hide <<)
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| Author/s |
Dassi, Luca; Merola, Marco; Riva, Eleonora; Santalucia, Angelo; Venturelli, Andrea; Ghisi, Aldo; Mariani, Stefano |
| Title of the convention |
7th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Title of the review |
ENGINEERING PROCEEDINGS (ISSN: 2673-4591)
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1169777 |
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Learning the Link between Architectural Form and Structural Efficiency: A Supervised Machine Learning Approach (Show >>)(Hide <<)
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| Author/s |
Kazemi, Pooyan; Ghisi, Aldo; 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 |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1207255 |
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Parametric reduced order modelling and deep learning to accomplish pattern recognition and regression tasks (Show >>)(Hide <<)
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| 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 |
--
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| Pages |
2284 - 2285 |
| Item link |
http://hdl.handle.net/11311/1210941 |
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SHM and Efficient Strategies for Reduced-Order Modeling (Show >>)(Hide <<)
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| Author/s |
Gobat, Giorgio; Azam, Saeed Eftekhar; Mariani, Stefano |
| Title of the convention |
7th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 November 2020 |
| Title of the review |
ENGINEERING PROCEEDINGS (ISSN: 2673-4591)
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1169778 |
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| Journal Articles |
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A Two-Scale Multi-Physics Deep Learning Model for Smart MEMS Sensors (Show >>)(Hide <<)
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| Author/s |
Quesada-Molina, José Pablo; Mariani, Stefano |
| Title of the review |
JOURNAL OF MATERIALS SCIENCE AND CHEMICAL ENGINEERING (ISSN: 2327-6045) |
| Volume |
09 |
| Brochure |
08 |
| Pages |
41 - 52 |
| Item link |
http://hdl.handle.net/11311/1203476 |
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An autoencoder-based deep learning approach for load identification in structural dynamics (Show >>)(Hide <<)
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| 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 |
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Health monitoring of large‐scale civil structures: An approach based on data partitioning and classical multidimensional scaling (Show >>)(Hide <<)
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| Author/s |
Entezami, A.; Sarmadi, H.; Behkamal, B.; Mariani, S. |
| Title of the review |
SENSORS (ISSN: 1424-8220) |
| Volume |
21 |
| Brochure |
5 |
| Pages |
1 - 23 |
| Item link |
http://hdl.handle.net/11311/1203477 |
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Machine learning-based prediction of the seismic bearing capacity of a shallow strip footing over a void in heterogeneous soils (Show >>)(Hide <<)
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| Author/s |
Es-haghi, M. S.; Abbaspour, M.; Abbasianjahromi, H.; Mariani, S. |
| Title of the review |
ALGORITHMS (ISSN: 1999-4893) |
| Volume |
14 |
| Brochure |
10 |
| Pages |
1 - 28 |
| Item link |
http://hdl.handle.net/11311/1203475 |
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Online structural health monitoring by model order reduction and deep learning algorithms (Show >>)(Hide <<)
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| 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 |
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| List of publications and reserach products for the year 2020 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
| Author/s |
Mariani, S.; Tavanti, M.; Boldini, A.; Pilla, A.; Colangelo, M. |
| Patent owner |
Politecnico di Milano; Politecnico di Torino |
| Patent number |
PCT/IB2020/055021 |
| Item link |
http://hdl.handle.net/11311/1176584 |
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| Conference proceedings |
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A Hybrid Structural Health Monitoring Approach Based on Reduced-Order Modelling and Deep Learning (Show >>)(Hide <<)
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| Author/s |
Rosafalco, Luca; Corigliano, Alberto; Manzoni, Andrea; Mariani, Stefano |
| Title of the convention |
6th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 November 2019 |
| Title of the review |
PROCEEDINGS (ISSN: 2504-3900)
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1169734 |
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A time series autoencoder for load identification via dimensionality reduction of sensor recordings (Show >>)(Hide <<)
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| Author/s |
Rosafalco, Luca; Corigliano, Alberto; Manzoni, Andrea; Mariani, Stefano |
| Title of the convention |
7th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 November 2020 |
| Title of the review |
ENGINEERING PROCEEDINGS (ISSN: 2673-4591)
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1169770 |
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An Unsupervised Learning Approach for Early Damage Detection by Time Series Analysis and Deep Neural Network to Deal with Output-Only (Big) Data (Show >>)(Hide <<)
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| Author/s |
Entezami, Alireza; Sarmadi, Hassan; Mariani, Stefano |
| Title of the convention |
7th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 November 2020 |
| Title of the review |
ENGINEERING PROCEEDINGS (ISSN: 2673-4591)
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1169765 |
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Health Monitoring of Flexible Structures Via Surface-mounted Microsensors: Network Optimization and Damage Detection (Show >>)(Hide <<)
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| Author/s |
Mariani, S.; Azam, S. E. |
| Title of the convention |
5th International Conference on Robotics and Automation Engineering, ICRAE 2020 |
| Location of the convention |
Singapore |
| Period of the convention |
20-22 Nov. 2020 |
| Title of the review |
--
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| Pages |
81 - 86 |
| Item link |
http://hdl.handle.net/11311/1169794 |
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Low Cost Self-assembling Kinetic façade system for Shading and Water harvesting (Show >>)(Hide <<)
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| Author/s |
Hakim, A. R.; Andorno, A.; Mohammadikalakoo, B.; Tassinari, C.; Setoguchi, E. K.; Ornato, M.; De Santi, S.; Invernizzi, S.; Mariani, S. |
| Title of the convention |
15th Conference on Advanced Building Skins |
| Location of the convention |
Bern |
| Period of the convention |
26-27 October 2020 |
| Title of the review |
--
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| Pages |
85 - 94 |
| Item link |
http://hdl.handle.net/11311/1169791 |
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Mechanical Characterization of Polysilicon MEMS Devices: A Stochastic, Deep Learning-based Approach (Show >>)(Hide <<)
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| Author/s |
Molina, J. P. Q.; Rosafalco, L.; Mariani, S. |
| Title of the convention |
21st International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2020 |
| Location of the convention |
Cracow, Poland |
| Period of the convention |
5-8 July 2020 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1169787 |
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Stochastic Mechanical Characterization of Polysilicon MEMS: A Deep Learning Approach (Show >>)(Hide <<)
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| Author/s |
Molina, José Pablo Quesada; Rosafalco, Luca; Mariani, Stefano |
| Title of the convention |
6th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 November 2019 |
| Title of the review |
PROCEEDINGS (ISSN: 2504-3900)
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1169727 |
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The impacts of different façade types on energy use in residential buildings (Show >>)(Hide <<)
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| Author/s |
Tokbolat, S.; Naizabekov, Y.; Mariani, S. |
| Title of the convention |
12th Nordic Symposium on Building Physics, NSB 2020 |
| Location of the convention |
Tallinn (Estonia) |
| Period of the convention |
2020 |
| Title of the review |
E3S WEB OF CONFERENCES (ISSN: 2267-1242)
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| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1169785 |
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| Editorship of scientific books |
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Selected Papers from the 5th International Electronic Conference on Sensors and Applications (Show >>)(Hide <<)
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| Coordinator/s |
Mariani, Stefano; Ciucci, Francesco; Lehmhus, Dirk; Messervey, Thomas B.; Vallan, Alberto; Bosse, Stefan; Falcone, Francisco |
| ISBN Code |
978-3-03928-849-6 |
| Publisher |
MDPI |
| Number of pages |
394 |
| Item link |
http://hdl.handle.net/11311/1144591 |
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| Journal Articles |
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Assessment of the shock adsorption properties of bike helmets: a numerical/experimental approach (Show >>)(Hide <<)
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| Author/s |
Bocciarelli, M.; Carvelli, V.; Mariani, S.; Tenni, M. |
| Title of the review |
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING (ISSN: 1025-5842) |
| Volume |
23 |
| Brochure |
5 |
| Pages |
169 - 181 |
| Item link |
http://hdl.handle.net/11311/1133476 |
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Big data analytics and structural health monitoring: A statistical pattern recognition-based approach (Show >>)(Hide <<)
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| Author/s |
Entezami, A.; Sarmadi, H.; Behkamal, B.; Mariani, S. |
| Title of the review |
SENSORS (ISSN: 1424-8220) |
| Volume |
20 |
| Brochure |
8 |
| Pages |
1 - 17 |
| Item link |
http://hdl.handle.net/11311/1169825 |
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Combined effects of temperature and humidity on the mechanical properties of polyurethane foams (Show >>)(Hide <<)
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| Author/s |
Opreni, A.; Mariani, S.; Dossi, M.; Brennan, M. |
| Title of the review |
JOURNAL OF RHEOLOGY (ISSN: 0148-6055) |
| Volume |
64 |
| Brochure |
1 |
| Pages |
161 - 176 |
| Item link |
http://hdl.handle.net/11311/1156347 |
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Early damage assessment in large-scale structures by innovative statistical pattern recognition methods based on time series modeling and novelty detection (Show >>)(Hide <<)
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| Author/s |
Entezami, A.; Shariatmadar, H.; Mariani, S. |
| Title of the review |
ADVANCES IN ENGINEERING SOFTWARE (ISSN: 0965-9978) |
| Volume |
150 |
| Brochure |
-- |
| Pages |
1 - 16 |
| Item link |
http://hdl.handle.net/11311/1169815 |
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Fast unsupervised learning methods for structural health monitoring with large vibration data from dense sensor networks (Show >>)(Hide <<)
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| Author/s |
Entezami, A.; Shariatmadar, H.; Mariani, S. |
| Title of the review |
STRUCTURAL HEALTH MONITORING (ISSN: 1475-9217) |
| Volume |
19 |
| Brochure |
6 |
| Pages |
1685 - 1710 |
| Item link |
http://hdl.handle.net/11311/1169821 |
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Fully convolutional networks for structural health monitoring through multivariate time series classification (Show >>)(Hide <<)
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| Author/s |
Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A. |
| Title of the review |
ADVANCED MODELING AND SIMULATION IN ENGINEERING SCIENCES (ISSN: 2213-7467) |
| Volume |
7 |
| Brochure |
-- |
| Pages |
1 - 31 |
| Item link |
http://hdl.handle.net/11311/1169824 |
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Seismic reliability assessment of RC tunnel-form structures with geometric irregularities using a combined system approach (Show >>)(Hide <<)
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| Author/s |
Mohsenian, Vahid; Hajirasouliha, Iman; Mariani, Stefano; Nikkhoo, Ali |
| Title of the review |
SOIL DYNAMICS AND EARTHQUAKE ENGINEERING (ISSN: 0267-7261) |
| Volume |
139 |
| Brochure |
-- |
| Pages |
1 - 14 |
| Item link |
http://hdl.handle.net/11311/1169814 |
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| List of publications and reserach products for the year 2019 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Atti di convegno |
|
A novelty detection method for large-scale structures under varying environmental conditions (Show >>)(Hide <<)
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| Author/s |
Entezami, A.; Shariatmadar, H.; Mariani, S. |
| Title of the book |
Proceedings of Sixteenth International Conference on Civil, Structural & Environmental Engineering Computing |
| Title of the convention |
Sixteenth International Conference on Civil, Structural & Environmental Engineering Computing |
| Location of the convention |
Riva del Garda |
| Period of the convention |
16-19 September 2019 |
| Item link |
http://hdl.handle.net/11311/1119842 |
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Low-order feature extraction technique and unsupervised learning for SHM under high-dimensional data (Show >>)(Hide <<)
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| Author/s |
Entezami, Alireza; Shariatmadar, H.; Mariani, S. |
| Title of the book |
Proceedings of MORTech 2019, 5th International Workshop on Reduced Basis, POD and PGD Model Reduction Techniques |
| Number of pages |
2 |
| Title of the convention |
MORTech 2019, 5th International Workshop on Reduced Basis, POD and PGD Model Reduction Techniques |
| Location of the convention |
Paris |
| Period of the convention |
20-22 November 2019 |
| Pages |
72 - 73 |
| Item link |
http://hdl.handle.net/11311/1119841 |
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| Patents |
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SISTEMA DI FACCIATA DINAMICA PER IL CONTROLLO DELL’OMBREGGIAMENTO (Show >>)(Hide <<)
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| Author/s |
Mariani, S.; Colangelo, M.; Tavanti, M.; Boldini, A.; Pilla, A. |
| Patent owner |
Politecnico di Milano, Politecnico di Torino |
| Patent number |
102019000007635 |
| Item link |
http://hdl.handle.net/11311/1131296 |
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| Conference proceedings |
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Structural Health Monitoring for Condition Assessment Using Efficient Supervised Learning Techniques (Show >>)(Hide <<)
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| Author/s |
Entezami, Alireza; Shariatmadar, Hashem; Mariani, Stefano |
| Title of the convention |
6th International Electronic Conference on Sensors and Applications |
| Location of the convention |
Basel - Online |
| Period of the convention |
15–30 November 2019 |
| Title of the review |
PROCEEDINGS (ISSN: 2504-3900)
|
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1169730 |
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| Journal Articles |
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Effect of imperfections due to material heterogeneity on the offset of polysilicon MEMS structures (Show >>)(Hide <<)
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Estimation of air damping in Out-of-plane comb-drive actuators (Show >>)(Hide <<)
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Identification of strength and toughness of quasi-brittle materials from spall tests: a Sigma-point Kalman filter approach (Show >>)(Hide <<)
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| Author/s |
Mariani, S.; Gobat, G. |
| Title of the review |
INVERSE PROBLEMS IN SCIENCE & ENGINEERING (ISSN: 1741-5977) |
| Volume |
27 |
| Brochure |
9 |
| Pages |
1318 - 1346 |
| Item link |
http://hdl.handle.net/11311/1119644 |
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Stochastic effects on the dynamics of the resonant structure of a Lorentz force MEMS magnetometer (Show >>)(Hide <<)
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