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 6 April 2022 (09:00) to Friday 8 April 2022 (19:00)

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

14:00 Registration
Registration
14:00 - 14:30
14:30 Welcome and Introduction to the workshop - Samir Suweiss (University of Padova) Andrea Rinaldo flavio seno (università di Padova)
Welcome and Introduction to the workshop
- Samir Suweiss (University of Padova)
- Andrea Rinaldo
- flavio seno (università di Padova)
14:30 - 14:45
14:45
14:45 - 16:15
Contributions

14:45 Timescales of neural activity, their inference and relevance. - Anna Levina (University of Tuebingen)

15:30 Physics of data for social impact - Elisa Omodei (Central European University)
16:15 Break
Break
16:15 - 16:45
16:45
16:45 - 18:00
Contributions

16:45 Failure and success of the spectral bias prediction for Kernel Ridge Regression: the case of low-dimensional data - Umberto Tomasini (EPFL)

17:00 Language-dependent model-based deep reinforcement learning - Nicola Dainese (Aalto University)

17:15 Rethinking the Geometry of Machine Learning: “Physics of Data” Five Years Later - Jeff Byers (Naval Research Laboratory)
19:30 Social Dinner
Social Dinner
19:30 - 22:05
Thursday 7 April 2022
09:00
09:00 - 12:45
Contributions

09:00 Unraveling the mechanism of ice nucleation through rare events sampling and free energy calculations - Laura Lupi (Roma Tre University)

09:45 What is typical in microbial communities? - Grill Jacopo (ICTP)

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

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

11:30 How contact pattern influence epidemic outbreaks - Johannes Zierenberg (Max Planck Institute for Dynamics and Self-Organization)
12:45 Lunch
Lunch
12:45 - 14:45
14:45
14:45 - 18:15
Contributions

14:45 D-Wave as a generator of structural models for prototypical problems in materials science - Ilaria Siloi (University of Padua)

15:30 TBD - Guido Caldarelli (University of Venice)

16:45 Rethinking classical optimization in the age of quantum computers - Samuele Cavinato (IOV)

17:00 TBD - Vincenzo Maria Schimmenti (Univ. Paris-Saclay)

17:15 Question answering in the medical field - Stefano Campese (stefano.campese.90@gmail.com)
18:30 Social Event: Think Big Data critically
Social Event: Think Big Data critically
18:30 - 19:50
Friday 8 April 2022
09:30
09:30 - 12:45
Contributions

09:30 Predicting solar activiy - Carlo Albert (Eawag Institute)

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

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

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

12:30 Gravitational Waves and Machine Learning - Jacopo Tissino (GSSI)
12:45 Lunch
Lunch
12:45 - 14:30
14:30
14:30 - 16:50
Contributions

14:35 Data science for fundamental physics at the Large Hadron Collider - Nicholas Wardle (Imperial College of London)

15:20 Artificial Intelligence and Quantum Computing for High Energy Physics: examples from CERN Openlab - Sofia Vallecorsa (CERN)

16:20 Model-independent search for New Physics at the LHC - Gaia Grosso (University of Padua, CERN)

16:40 Conclusions - Marco Zanetti (DFA, Università di Padova)

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