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Machine Learning & Quantum Physics Workshop: Obergurgl

Date of 3rd edition: 13th-19th April 2025 (scientific programme 14th-18th April 2025)

Location: Universitätszentrum Obergurgl which belongs to University of Innsbruck and is located in the center of the Öztaler Alpen

The yearly workshop is aimed towards quantum physicists (both theory and experiment) and computer scientists interested in the intersection of machine learning and quantum physics. 1st edition of the workshop took place in 2023 and 2nd edition in 2024.

For AI Research at TU Wien see Center for Artificial Intelligence and Machine Learning (CAIML).

Topics

The workshop brings together research on machine learning for quantum and quantum for machine learning with example topics including but not limited to:

  • machine learning for quantum optimal control and quantum device control
  • quantum tomography
  • neural quantum states
  • machine learning assisted quantum experiments
  • quantum enhanced machine learning
  • machine learning for quantum compilation

and

  • quantum machine learning
  • quantum learning theory
  • quantum kernels
  • quantum algorithms for machine learning tasks
  • quantum enhanced machine learning
  • quantum Monte Carlo

Organizers

  • Andreas Trügler, Know Center & TU Graz
  • Jörg Schmiedmayer, TU Wien Atominstitut
  • Eva Paulusberger, Know Center & TU Graz
  • Marcus Huber, TU Wien Atominstitut & IQOQI
  • Paul Erker, TU Wien Atominstitut & IQOQI
  • Brennan Bell, Know Center & TU Graz
  • Tomasz Andrzejewski, TU Wien Atominstitut

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