Organization of the school > Program
| 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 |
|
| 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 |
|
| 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 |
|
| 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 |
|
| 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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