Journal Club for Quantum Physics and Machine Learning

Schedule

 

Next Journal Club Meeting: Tuesday, 12th October 2021, 5:30pm CET.

TBA (TBA University) will present the following paper: TBA

Abstract: TBA

Upcoming Journal Club meetings:

Date Time Speaker Affiliation Reference
12th October 2021 5:30pm CET  TBA  TBA TBA
26th October 2021 5:30pm CET  Luca Papariello  Research Studio Austria AG  TBA
9th November 2021 5:30pm CET  TBA  TBA  TBA
23rd November 2021 5:30pm CET  TBA  TBA  TBA
7th December 2021 5:30pm CET   M. Michael Denner  University of Zürich  TBA
21st December 2021 5:30pm CET  TBA  TBA  TBA 

 

Past Journal Club Meetings:

Date Time Speaker Affiliation Reference
15th June 2021 4:30pm CET Nishad Maskara Harvard University A learning algorithm with emergent scaling behavior for classifying phase transitions
1st June 2021 4:30pm CET Rouven Koch Aalto University Neural network enhanced hybrid quantum many-body dynamical distributions
18th May 2021 4:30pm CET Wei Chen  PUC Rio de Janeiro A supervised learning algorithm for interacting topological insulators based on local curvature
4th May 2021 4:30pm CET  Agnes Valenti ETH Zürich  Scalable Hamiltonian learning for large-scale out-of-equilibrium quantum dynamics
20th April 2021 4:30pm CET  Rui Lin  ETH Zürich 

Minimal model of permutation symmetry in unsupervised learning

Slides

6th April 2021 4:30pm CET  Miriam Büttner  University of Freiburg

Learning Potentials of Quantum Systems using Deep Neural Networks

Slides

 23rd March 2021 4:30pm CET Luuk Coopmans  Trinity College Dublin/Dublin Institute for Advanced Studies Protocol Discovery for the Quantum Control of Majoranas by Differential Programming and Natural Evolution Strategies
 9th March 2021 4:30pm CET  Axel Lode University of Freiburg

Interpretable Phase Detection and Classification with Persistent Homology

Slides

 23rd February 2021  4:30pm CET  Evert van Nieuwenburg  University of Copenhagen A NEAT Quantum Error Decoder
 9th February 2021  3pm CET  Shahnawaz Ahmed  Chalmers University of  Technology Classification and reconstruction of optical quantum states with deep neural networks 
 26th January 2021  3pm CET  Julian Arnold  University of Basel Interpretable and unsupervised phase classification
 12th January 2021  3pm CET  Paolo Molignini  University of Cambridge

Scientific intuition inspired by machine learning generated hypotheses

Slides

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