Workshop Program - February 19, 2025

Registration opens at 8:15

9:00 - 9:15

Mattia Fogagnolo, Matteo Zavatteri

Opening

9:15 - 10:15

Keynote 1

Barbara Hammer. Harnessing the power of deep surrogate models

Chair: Matteo Zavatteri

10:15 - 11:00

5 minute talks

1. Erta Beqiri, Xuhang Chen, Saliha Afzaal, Sho Giersztein, Ihsane Olakorede, Stefan Yu Bogli, Tommaso Rochat, Cameron Smith, Masumi Tanaka Gutiez, Pietro Lio, Giovanna Maria Dimitri, Peter Smielewski. Improving the reliability of the vascular reactivity index for autoregulation guided management through machine learning modeling 

2. Elia Brentarolli, Ashraf Sharifi, Davide Quaglia, Sara Migliorini, Luca Benvenuti, Tiziano Villa. Computational methodologies to enable the digital twin in precision farming

3. Bruno Guindani, Livia Lestingi, Matteo Camilli, Marcello Maria Bersani. Capturing Medical Knowledge into a Safe and Trustworthy Digital Twin

4. Saveri Gaia, Nenzi Laura, Simone Silvetti, Bortolussi Luca, Křetínský Jan. stl2vec: Semantic and Interpretable Vector Representation of Temporal Logic

5. Francesco Biondani, Luigi Capogrosso, Nicola Dall’Ora, Enrico Fraccaroli, Marco Cristani, Franco Fummi. Human-Centered Digital Twin for Industry 5.0

6. Marco Tiraboschi, Giovanni Nicoli, Roberto Barumerli, Andrea Gulli, Michele Geronazzo. S-TWIN: Developing a Digital Twin for Modeling and Enhancing Sonic Interactions between Children and their Cochlear Implants

7. Silvia Bonfanti, Andrea Bombarda, Angelo Gargantini, Alessandro Colombo, Gionatha Pirola. BREATHE: A Digital twin-based Respiratory System Simulator for Mechanical Ventilator Testing and Training

8. Chiara Braghin, Stelvio Cimato, Andrea Marchesini, Fabio Palazzesi, Simone Pesci, Elvinia Riccobene. Towards Secure and Interoperable Digital Twins for Healthcare Systems

Chair: Alberto Valese

11:00 - 11:45

Coffee break and poster presentations related to the previous 5 minute talks

11:45 - 12:45

Keynote 2

Michel Reniers. Simulation-based optimization of a production system topology - a neural network-assisted genetic algorithm

Chair: Matteo Zavatteri

12:45 - 14:15

Lunch break*

14:15 - 15:15

Keynote 3

Mauro Maggioni. Learning interaction laws in particles systems, and digital twins in cardiac electrophysiology

Chair: Mattia Fogagnolo

15:15 - 16:00

5 minute talks

1. Alessandro Scagliotti. Optimal control of ODEs with dynamics uncertainty

2. Guglielmo Padula, Stefano Querin, Stefano Salon, Gianluigi Rozza. A GPR-SDE-based Reduced Order Model for Forecasting and Digital Shadows

3. Raj Narayan Dhara, Mattia Fogagnolo. Boundary determination in the inverse problem for the p(x)-laplacian

4. Laura Rinaldi, Giulio G. Giusteri, Fabio Marcuzzi. Digital twin of bread leavening for energy saving 

5. Ester Bergantin, Federica Caforio, Lucas O. Müller, Christoph M. Augustin, Simone Pezzuto. An Integrated Electromechanical-Circulation Model Of The Heart And Application To Ventricular Dyssynchrony

6. Bianca Maria Laudenzi, Lucas Omar Müller. In-silico study to predict in-hospital indicators from wearable-derived signals for cardiovascular and cardiorespiratory disease monitoring

7. Antonia Larese, Francesco Marchetti, Mario Putti, Nicola Segala. Modeling water distribution networks via the p-Laplacian operator

8. Federica Adobbati, Lorenzo Bonin, Gianpiero Cossarini, Valeria Di Biagio, Fabio Giordano, Luca Manzoni, Stefano Querin. Super-resolution U-nets for coastal ocean modelling

Chair: Daniela Tonon

16:00 - 16:45

Coffee break and poster presentations related to the previous 5 minute talks

16:45 - 17:45

Keynote 4

Luca Dedè. Learning Spatio-Temporal Dynamics with Latent Dynamics Networks for Constructing Cardiac Digital Twins

Chair: Mattia Fogagnolo

17:45

Mattia Fogagnolo, Matteo Zavatteri

Closing

* lunch is not included in the registration