Seminars

Quantensysteme

ANN Journal Club

Wintersemester 2019/2020

go to Sommersemester 2019 go to Sommersemester 2020

URL to ICS calendar of this seminar

Dr. Martin Gärttner
INF 227, SB2
Wednesday 16:00 - 17:30

In this Journal Club we discuss recent works at the interface between machine learning, in particular artificial neural networks, and many-body physics. Topics include neural network quantum states, learning to detect phase transitions, machine learning approaches to quantum error correction, and many more.

23.10.2019 16:00 - 17:30

"The learnability scaling of quantum states: restricted Boltzmann machines"

Laurin Fischer

INF 227, SB2

6.11.2019 16:00 - 17:30

Topological insulators and gauge theories in classical electronics

Hannes Riechert

INF 227, SB2

20.11.2019 16:00 - 17:30

'Precise measurement of quantum observables with neural-network estimators' Giacomo Torlai Guglielmo Mazzola Giuseppe Carleo and Antonio Mezzacapo arXiv:1910.07596

Marcel Neugebauer

INF 227, SB2