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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

Please find preliminary schedule here .

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

List of Confirmed Participants (so far)

  • Alice Barthe, CERN
  • Andrew Briggs, University of Oxford
  • Giovanni Cemin, Max Planck Institute for the Physics of Complex Systems
  • Piotr Czarnik, Jagiellonian University
  • Thomas Elliott, University of Manchester
  • Anton Frisk Kockum, Chalmers University of Technology
  • Mats Granath, University of Gothenburg
  • Miroslav Jezek, Palacky University Olomouc
  • Carina Karner, TU Wien
  • Rouven Koch, TU Delft / QuTech
  • Maciej Koch-Janusz, Haiqu Inc. / University of Zurich
  • Roman Krems, University of British Columbia
  • Mario Krenn, Max Planck Institute for the Science of Light
  • Marius Krumm, University of Innsbruck
  • Sacha Lerch, EPFL
  • Greta Lupi, Aalto University
  • Arshpreet Maan, Aalto University
  • Francis Marcellino, University of Geneva
  • Florian Marquardt, Max Planck Institute for the Science of Light
  • Wolfgang Mauerer, Technical University of Applied Science Regensburg
  • Alexey Melnikov, Terra Quantum
  • Ioana Moflic, Aalto University
  • Daniel Montesinos Capacete, Institute for Cross-Disciplinary Physics and Complex Systems (IFISC)
  • Gorka Muñoz-Gil, Innsbruck University
  • Mohammad Musavinezhad, Max Planck Institute for The Science of Light
  • Dmytro Oriekhov, QuTech, TU Delft
  • Alexandru Paler, Aalto University
  • Maniraman Periyasamy, Frauhofer-IIS / OTH Regensburg
  • Ricard Puig, EPFL
  • Phila Rembold, Atominstitut, TU Wien
  • Paul Riechers, Simplex; Beyond Institute for Theoretical Science
  • Jonas Rigo, Forschungszentrum Jülich
  • Nayeli Azucena Rodriguez Briones, Atominstitut, TU Wien
  • Asel Sagingalieva, Terra Quantum
  • Anurag Saha Roy, Qruise GmbH
  • Thomas Spriggs, TU Delft
  • Dominik Vašinka, Palacký University Olomouc
  • Nick von Selzam, Max Planck Institute for the Science of Light
  • Zoltan Zimboras, Wigner Research Centre for Physics, Hungary
  • Alexander Zlokapa, MIT

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

Sponsors

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