Organization of the school > Program

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08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00	Registration desk 8:30 - 9:30 (1h) Registration desk For onsite participation Welcome Speech 9:45 - 9:55 (10min) Welcome Speech Lecture 1 (online) : Introduction to Machine Learning, Neural Networks 10:00 - 12:00 (2h) Lecture 1 (online) : Introduction to Machine Learning, Neural Networks Auditorium Florian Marquardt Lunch 12:00 - 14:00 (2h) Lunch Place du Village Lecture 1 : Supervised / Unsupervised Learning 14:00 - 15:45 (1h45) Lecture 1 : Supervised / Unsupervised Learning Auditorium Evert van Nieuwenburg Coffee break 15:45 - 16:15 (30min) Coffee break Place du Village Tutorial : Introduction to Machine Learning, JAX Library, Automatic Differentiation 16:15 - 18:00 (1h45) Tutorial : Introduction to Machine Learning, JAX Library, Automatic Differentiation Auditorium Damian Hofmann / Filippo Vicentini	Lecture / Tutorial 2 : Learning phase transitions / Confusion method 8:30 - 10:00 (1h30) Lecture / Tutorial 2 : Learning phase transitions / Confusion method Auditorium Evert van Nieuwenburg Coffee break 10:00 - 10:30 (30min) Coffee break Place du Village Lecture 2 : Reinforcement learning 10:30 - 12:15 (1h45) Lecture 2 : Reinforcement learning Auditorium Florian Marquardt Lunch 12:15 - 13:45 (1h30) Lunch Place du Village Lecture (online): Kernel methods 13:45 - 15:15 (1h30) Lecture (online): Kernel methods Auditorium Matthias Rupp Coffee break 15:15 - 15:35 (20min) Coffee break Place du Village Tutorial (online) : Application to atomistic models 15:35 - 17:00 (1h25) Tutorial (online) : Application to atomistic models Auditorium Matthias Rupp Social event (tour + dinner) 17:45 - 23:00 (5h15) Social event (tour + dinner)	Lecture 1 : Neural quantum states / Variational Monte Carlo 9:00 - 10:45 (1h45) Lecture 1 : Neural quantum states / Variational Monte Carlo Auditorium Giuseppe Carleo Coffee break 10:45 - 11:15 (30min) Coffee break Place du Village Lecture : Quantum Tomography with machine learning methods 11:15 - 12:45 (1h30) Lecture : Quantum Tomography with machine learning methods Auditorium Stefanie Czischek Lunch 12:45 - 14:30 (1h45) Lunch Place du Village Tutorial : Variational Monte Carlo for Ground-states, NetKet Library 14:30 - 16:15 (1h45) Tutorial : Variational Monte Carlo for Ground-states, NetKet Library Auditorium Damian Hofmann / Filippo Vicentini Coffee break 16:15 - 16:45 (30min) Coffee break Place du Village Lecture / Tutorial (online) : Recurrent Neural Networks and their application to ground-states. 16:45 - 18:30 (1h45) Lecture / Tutorial (online) : Recurrent Neural Networks and their application to ground-states. Auditorium Mohamed Hibat-Allah	Lecture 2 : Neural quantum states, dynamics, open systems 9:00 - 10:45 (1h45) Lecture 2 : Neural quantum states, dynamics, open systems Auditorium Giuseppe Carleo Coffee break 10:45 - 11:15 (30min) Coffee break Place du Village Tutorial : NQS dynamics with NetKet, time-dependent variational Monte Carlo 11:15 - 12:15 (1h) Tutorial : NQS dynamics with NetKet, time-dependent variational Monte Carlo Auditorium Damian Hofmann Lunch + Poster Session 12:15 - 14:45 (2h30) Lunch + Poster Session Selected short talks 15:00 - 16:00 (1h) Selected short talks Auditorium Coffee break 16:00 - 16:30 (30min) Coffee break Place du Village Specialized Seminar (TBA) 16:30 - 17:30 (1h) Specialized Seminar (TBA) Auditorium Filippo Vicentini Specialized Seminar (online) : Generative models for Rydberg atom arrays 17:30 - 18:30 (1h) Specialized Seminar (online) : Generative models for Rydberg atom arrays Auditorium Roger Melko	Introduction to spiking and non-spiking neuromorphic hardware 9:00 - 10:00 (1h) Introduction to spiking and non-spiking neuromorphic hardware Auditorium Stefanie Czischek Quantum spin liquids and NQS: symmetries and sign structures 10:00 - 11:00 (1h) Quantum spin liquids and NQS: symmetries and sign structures Auditorium Attila Szabo Coffee break 11:00 - 11:30 (30min) Coffee break Place du Village Quantum error correction with machine learning 11:30 - 12:15 (45min) Quantum error correction with machine learning Auditorium Evert van Nieuwenburg Lunch 12:15 - 14:00 (1h45) Lunch Place du Village Wrap Up Session : Q&A's, Quizz 14:00 - 15:30 (1h30) Wrap Up Session : Q&A's, Quizz Auditorium Coffee break 15:30 - 16:00 (30min) Coffee break Place du Village

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