Name: Spring Workshop on Physics of Data
Start: 2022-04-06T09:00:00+02:00
End: 2022-04-08T19:00:00+02:00
Location: Istituto Veneto di Scienze Lettere ed Arti, Venezia

Spring Workshop on Physics of Data

from Wednesday, April 6, 2022 (9:00 AM) to Friday, April 8, 2022 (7:00 PM)

Monday, April 4, 2022
Tuesday, April 5, 2022
Wednesday, April 6, 2022

2:00 PM Registration
Registration
2:00 PM - 2:30 PM
2:30 PM Welcome and Introduction to the workshop - Andrea Rinaldo Samir Suweiss (University of Padova) flavio seno (università di Padova)
Welcome and Introduction to the workshop
- Andrea Rinaldo
- Samir Suweiss (University of Padova)
- flavio seno (università di Padova)
2:30 PM - 2:45 PM
2:45 PM
2:45 PM - 4:15 PM
Contributions

2:45 PM Timescales of neural activity, their inference and relevance. - Anna Levina (University of Tuebingen)

3:30 PM Physics of data for social impact - Elisa Omodei (Central European University)
4:15 PM Break
Break
4:15 PM - 4:45 PM
4:45 PM
4:45 PM - 6:00 PM
Contributions

4:45 PM Failure and success of the spectral bias prediction for Kernel Ridge Regression: the case of low-dimensional data - Umberto Tomasini (EPFL)

5:00 PM Language-dependent model-based deep reinforcement learning - Nicola Dainese (Aalto University)

5:15 PM Rethinking the Geometry of Machine Learning: “Physics of Data” Five Years Later - Jeff Byers (Naval Research Laboratory)
7:30 PM Social Dinner
Social Dinner
7:30 PM - 10:05 PM
Thursday, April 7, 2022
9:00 AM
9:00 AM - 12:45 PM
Contributions

9:00 AM Unraveling the mechanism of ice nucleation through rare events sampling and free energy calculations - Laura Lupi (Roma Tre University)

9:45 AM What is typical in microbial communities? - Grill Jacopo (ICTP)

11:00 AM Knot classification in polymers through deep learning - Anna Braghetto (University of Padova)

11:15 AM Computational modeling of information encoding in the primary visual cortex - Luca Baroni (Charles University)

11:30 AM How contact pattern influence epidemic outbreaks - Johannes Zierenberg (Max Planck Institute for Dynamics and Self-Organization)
12:45 PM Lunch
Lunch
12:45 PM - 2:45 PM
2:45 PM
2:45 PM - 6:15 PM
Contributions

2:45 PM D-Wave as a generator of structural models for prototypical problems in materials science - Ilaria Siloi (University of Padua)

3:30 PM TBD - Guido Caldarelli (University of Venice)

4:45 PM Rethinking classical optimization in the age of quantum computers - Samuele Cavinato (IOV)

5:00 PM TBD - Vincenzo Maria Schimmenti (Univ. Paris-Saclay)

5:15 PM Question answering in the medical field - Stefano Campese (stefano.campese.90@gmail.com)
6:30 PM Social Event: Think Big Data critically
Social Event: Think Big Data critically
6:30 PM - 7:50 PM
Friday, April 8, 2022
9:30 AM
9:30 AM - 12:45 PM
Contributions

9:30 AM Predicting solar activiy - Carlo Albert (Eawag Institute)

10:15 AM Data Challenges in “Gravitational-Wave Paleontology” - Floor Broekgaarden

11:30 AM A new tool on the workbench: studying GW progenitors with SEVN - Giuliano Iorio (University of Padua)

12:15 PM Pulsars spin-up: a semi-analytical approach - Cecilia Sgalletta (SISSA)

12:30 PM Gravitational Waves and Machine Learning - Jacopo Tissino (GSSI)
12:45 PM Lunch
Lunch
12:45 PM - 2:30 PM
2:30 PM
2:30 PM - 4:50 PM
Contributions

2:35 PM Data science for fundamental physics at the Large Hadron Collider - Nicholas Wardle (Imperial College of London)

3:20 PM Artificial Intelligence and Quantum Computing for High Energy Physics: examples from CERN Openlab - Sofia Vallecorsa (CERN)

4:20 PM Model-independent search for New Physics at the LHC - Gaia Grosso (University of Padua, CERN)

4:40 PM Conclusions - Marco Zanetti (DFA, Università di Padova)

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