Quantum Learning: Applications and Utility

ORAL · MAR-B08 · ID: 3990966

Presentations

  • ORAL

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    Presenters

    • Chuanzhou Zhu

      • University of Arizona

    Authors

    • Chuanzhou Zhu

      • University of Arizona

    • Tianyu Wang

      • Boston University

    • Peter L McMahon

      • Stanford Univ
      • Cornell University

    • Daniel Soh

      • University of Arizona
      • The University of Arizona

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  • ORAL

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    Publication: Akitada Sakurai, Aoi Hayashi, William John Munro, and Kae Nemoto, Quantum optical reservoir computing powered by boson sampling, Optica Quantum 3(3), 238-245 (2025)

    Presenters

    • William John Munro

      • Okinawa Institute of Science & Technology

    Authors

    • William John Munro

      • Okinawa Institute of Science & Technology

    • Akitada Sakurai

      • Okinawa Institute of Science & Technology

    • Aoi Hayashi

      • Okinawa Institute of Science and Technology

    • Hon W Lau

      • Okinawa Institute of Science and Technology

    • Kae Nemoto

      • Okinawa Institute of Science & Technology

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  • ORAL

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    Publication: [1] F. Hu, G. Liu, Y. F. Zhang, and X. Gao, arXiv:2508.06614 [cs.LG] (2025)

    Presenters

    • Fangjun Hu

      • QuEra Computing Inc.
      • QuEra Computing

    Authors

    • Fangjun Hu

      • QuEra Computing Inc.
      • QuEra Computing

    • Milan Kornjaca

      • QuEra Computing Inc.

    • Pedro Lopes

      • QuEra Computing Inc.

    • Xun Gao

      • University of Colorado
      • JILA
      • University of Colorado Boulder

    • Stefan Ostermann

      • Harvard University

    • Shengtao Wang

      • QuEra Computing Inc.

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  • ORAL

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    Publication: manuscript in preparation

    Presenters

    • Henry F Froland

      • University of Washington

    Authors

    • Henry F Froland

      • University of Washington

    • Jacob A Bringewatt

      • United States Naval Academy
      • University of Maryland College Park

    • Niklas Mueller

      • University of New Mexico

    • Andreas Elben

      • Paul Scherrer Institute

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  • ORAL

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    Presenters

    • Markus K Hoffmann

      • Friedrich-Alexander University Erlangen-Nuremberg

    Authors

    • Markus K Hoffmann

      • Friedrich-Alexander University Erlangen-Nuremberg

    • Leon C Sander

      • Friedrich-Alexander University Erlangen-Nuremberg

    • Colin Scarato

      • ETH Zurich

    • Christoph Hellings

      • ETH Zurich

    • Johannes Knörzer

      • ETH Zurich

    • Andreas Wallraff

      • ETH Zurich

    • Michael J Hartmann

      • Friedrich-Alexander-University; Erlangen-Nuernberg
      • Friedrich-Alexander University Erlangen-Nuremberg

    • Petr Zapletal

      • Friedrich-Alexander University Erlangen-Nuremberg

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  • ORAL

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    Publication: Isik, Murat, Mandeep Kaur Saggi, Humaira Gowher, and Sabre Kais. "Multimodal Quantum Vision Transformer for Enzyme Commission Classification from Biochemical Representations." arXiv preprint arXiv:2508.14844 (2025).

    Bhatia, Amandeep Singh, Mandeep Kaur Saggi, and Sabre Kais. "Quantum machine learning predicting ADME-Tox properties in drug discovery." Journal of Chemical Information and Modeling 63, no. 21 (2023): 6476-6486.

    Presenters

    • Murat Isik

      • Purdue University

    Authors

    • Murat Isik

      • Purdue University

    • Sabre Kais

      • Department of Electrical and Computer Engineering, North Carolina State University
      • NC State University

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  • ORAL

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    Publication: - Gince, J., Pagé, J.M., Armenta, M., Sarkar, A. and Kourtis, S., 2024, September. Fermionic Machine Learning. In 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) (Vol. 1, pp. 1672-1678). IEEE.

    - A paper for this specific work is under preparation.

    Presenters

    • Jérémie Gince

      • Université de Sherbrooke

    Authors

    • Jérémie Gince

      • Université de Sherbrooke

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  • ORAL

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    Presenters

    • Neel Vora

      • Lawrence Berkeley National Laboratory

    Authors

    • Neel Vora

      • Lawrence Berkeley National Laboratory

    • Yilun Xu

      • Lawrence Berkeley National Laboratory

    • Samuel Jung

      • Lawrence Berkeley National Laboratory

    • Akel Hashim

      • University of California, Berkeley

    • Gang Huang

      • Lawrence Berkeley National Laboratory

    • David Ivan Santiago

      • Lawrence Berkeley National Laboratory

    • Irfan Siddiqi

      • University of California, Berkeley

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