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Monday, April 4, 2022
| Time | Event | (+) |
| 08:30 - 09:30 | Registration desk - For onsite participation | |
| 09:45 - 09:55 | Welcome Speech | |
| 10:00 - 12:00 | Lecture 1 (online) : Introduction to Machine Learning, Neural Networks (Auditorium) - Florian Marquardt | |
| 12:00 - 14:00 | Lunch (Place du Village) | |
| 14:00 - 15:45 | Lecture 1 : Supervised / Unsupervised Learning (Auditorium) - Evert van Nieuwenburg | |
| 15:45 - 16:15 | Coffee break (Place du Village) | |
| 16:15 - 18:00 | Tutorial : Introduction to Machine Learning, JAX Library, Automatic Differentiation (Auditorium) - Damian Hofmann / Filippo Vicentini |
Tuesday, April 5, 2022
| Time | Event | (+) |
| 08:30 - 10:00 | Lecture / Tutorial 2 : Learning phase transitions / Confusion method (Auditorium) - Evert van Nieuwenburg | |
| 10:00 - 10:30 | Coffee break (Place du Village) | |
| 10:30 - 12:15 | Lecture 2 : Reinforcement learning (Auditorium) - Florian Marquardt | |
| 12:15 - 13:45 | Lunch (Place du Village) | |
| 13:45 - 15:15 | Lecture (online): Kernel methods (Auditorium) - Matthias Rupp | |
| 15:15 - 15:35 | Coffee break (Place du Village) | |
| 15:35 - 17:00 | Tutorial (online) : Application to atomistic models (Auditorium) - Matthias Rupp | |
| 17:45 - 23:00 | Social event (tour + dinner) - Details to be precised later |
Wednesday, April 6, 2022
| Time | Event | (+) |
| 09:00 - 10:45 | Lecture 1 : Neural quantum states / Variational Monte Carlo (Auditorium) - Giuseppe Carleo | |
| 10:45 - 11:15 | Coffee break (Place du Village) | |
| 11:15 - 12:45 | Lecture : Quantum Tomography with machine learning methods (Auditorium) - Stefanie Czischek | |
| 12:45 - 14:30 | Lunch (Place du Village) | |
| 14:30 - 16:15 | Tutorial : Variational Monte Carlo for Ground-states, NetKet Library (Auditorium) - Damian Hofmann / Filippo Vicentini | |
| 16:15 - 16:45 | Coffee break (Place du Village) | |
| 16:45 - 18:30 | Lecture / Tutorial (online) : Recurrent Neural Networks and their application to ground-states. (Auditorium) - Mohamed Hibat-Allah |
Thursday, April 7, 2022
| Time | Event | (+) |
| 09:00 - 10:45 | Lecture 2 : Neural quantum states, dynamics, open systems (Auditorium) - Giuseppe Carleo | |
| 10:45 - 11:15 | Coffee break (Place du Village) | |
| 11:15 - 12:15 | Tutorial : NQS dynamics with NetKet, time-dependent variational Monte Carlo (Auditorium) - Damian Hofmann | |
| 12:15 - 14:45 | Lunch + Poster Session | |
| 15:00 - 16:00 | Selected short talks (Auditorium) | |
| 16:00 - 16:30 | Coffee break (Place du Village) | |
| 16:30 - 17:30 | Specialized Seminar (TBA) (Auditorium) - Filippo Vicentini | |
| 17:30 - 18:30 | Specialized Seminar (online) : Generative models for Rydberg atom arrays (Auditorium) - Roger Melko |
Friday, April 8, 2022
| Time | Event | (+) |
| 09:00 - 10:00 | Introduction to spiking and non-spiking neuromorphic hardware (Auditorium) - Stefanie Czischek | |
| 10:00 - 11:00 | Quantum spin liquids and NQS: symmetries and sign structures (Auditorium) - Attila Szabo | |
| 11:00 - 11:30 | Coffee break (Place du Village) | |
| 11:30 - 12:15 | Quantum error correction with machine learning (Auditorium) - Evert van Nieuwenburg | |
| 12:15 - 14:00 | Lunch (Place du Village) | |
| 14:00 - 15:30 | Wrap Up Session : Q&A's, Quizz (Auditorium) | |
| 15:30 - 16:00 | Coffee break (Place du Village) |
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