Applied Quantum Computing, Artificial Intelligence, and Machine Learning

Presentations

• Cooper-pair splitting in a topological van der Waals heterostructure

  ORAL · Invited

  March 18, 2025, 6:00 PM – March 18, 2025, 6:36 PM

  Presenters

  • Joel Hutchinson

    University of Basel

  Authors

  • Joel Hutchinson

    University of Basel

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• Violating Bell's inequality in gate-defined quantum dots

  ORAL

  March 18, 2025, 6:36 PM – March 18, 2025, 6:48 PM

  Publication: https://doi.org/10.48550/arXiv.2407.15778

  Presenters

  • Paul Steinacker

    University of New South Wales

  Authors

  • Paul Steinacker

    University of New South Wales

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• Application of Quantum-Assisted PINN for Predicting Ice Accretion and Phase Change

  ORAL

  March 18, 2025, 6:48 PM – March 18, 2025, 7:00 PM

  Presenters

  • Abhishek Chopra

    BosonQ Psi

  Authors

  • Luis H Hatashita

    Georgia Institute of Technology, Flow Physics and Computational Sciences Lab

  • Jay Shah

    BosonQ Psi

  • Ramesh Kolluru

    BosonQ Psi

  • Anirban Bhattacharjee

    Georgia Institute of Technology, Flow Physics and Computational Sciences Lab

  • Rut Lineswala

    BosonQ Psi

  • Ferdin Bosco

    BosonQ Psi

  • Suhas Jain

    Georgia Institute of Technology, Flow Physics and Computational Sciences Lab

  • Abhishek Chopra

    BosonQ Psi

  View abstract →

• Abstract Withdrawn

  ORAL · Invited · Withdrawn

  March 18, 2025, 7:00 PM – March 18, 2025, 7:36 PM

  View abstract →

• Nanophotonics-assisted computer vision

  ORAL

  March 18, 2025, 7:36 PM – March 18, 2025, 7:48 PM

  Publication: 1. Compressed meta-optical encoder for image classification, Advanced Photonics (under review)<br>2. Nonlocal, flatband meta-optics for monolithic, high efficiency, compact photodetectors, Nano Letters (2024)<br>3. Observation of photonic chiral flatbands, Physical Review Letters (submitted)<br>4. Transferable polychromatic optical encoder for neural networks (submitted)

  Presenters

  • Minho Choi

    University of Washington

  Authors

  • Minho Choi

    University of Washington

  • Arka Majumdar

    University of Washington

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• Cryogenic performance of field-effect transistors and amplifiers based on selective area grown InAs nanowires

  ORAL

  March 18, 2025, 7:48 PM – March 18, 2025, 8:00 PM

  Publication: Olšteins, D. et al. Cryogenic multiplexing using selective area grown nanowires. Nat Commun 14, 7738 (2023). https://doi.org/10.1038/s41467-023-43551-1<br><br>Planned paper: Meucci G. et al. Cryogenic performance of field-effect transistors and amplifiers based on selective area grown InAs nanowires

  Presenters

  • Giulia Meucci

    Technical University of Denmark

  Authors

  • Giulia Meucci

    Technical University of Denmark

  • Dags Olsteins

    Technical University of Denmark

  • Damon J Carrad

    Technical University of Denmark, Department of Energy Conversion and Storage, Danish Technical University

  • Gunjan Nagda

    Department of Energy Conversion and Storage, Danish Technical University, Technical University of Denmark

  • Daria V Beznasyuk

    Technical University of Denmark

  • Christian N Petersen

    Technical University of Denmark

  • Sara Martí-Sánchez

    Catalan Institute of Nanoscience and Nanotechnology, Catalan Institute of Nanoscience and Nanotechnology (ICN2)

  • Jordi Arbiol

    Catalan Institute of Nanoscience and Nanotechnology AND ICREA, Catalan Institute of Nanoscience and Nanotechnology (ICN2), ICREA

  • Thomas S Jespersen

    Denmarks Technical University, Technical University of Denmark, Department of Energy Conversion and Storage, Danish Technical University, Technical University of Denmark AND Niels Bohr Insitute

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• All Optical Echo State Network Machine Learning

  ORAL

  March 18, 2025, 8:00 PM – March 18, 2025, 8:12 PM

  Presenters

  • Ishwar S Kaushik

    University of Arizona

  Authors

  • Ishwar S Kaushik

    University of Arizona

  • Peter J Ehlers

    University of Arizona

  • Daniel B Soh

    University of Arizona

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• Efficient Posterior Estimation for Perturbative Non-Gaussian Distributions Using Feynman Diagrams

  ORAL

  March 18, 2025, 8:12 PM – March 18, 2025, 8:24 PM

  Publication: Efficient Posterior Estimation for Perturbative Non-Gaussian Distributions Using Diagrammatic Perturbation Technique, Raudales, U., Gillett, J, Singh, A., Pandey, A., in preparation

  Presenters

  • Frany U Raudales

    Whitman College

  Authors

  • Frany U Raudales

    Whitman College

  • Ashmeet Singh

    Whitman College

  • Aditya Pandey

    University of Illinois at Urbana-Champaign

  • Joseph Gillett

    Washington State University at St. Louis & Whitman College

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• Trustworthy Machine Learning and Artificial Intelligence Frameworks for Scientists

  ORAL · Invited

  March 18, 2025, 8:24 PM – March 18, 2025, 9:00 PM

  Publication: Evaluating the Limits of the Physics Learned by a Machine Learning Model by Dale, Li, DeCost, Hattrick-Simpers<br>Loss Landscape Analysis of Model Accuracy by Dale, Li, DeCost, Hattrick-Simpers<br>Trusted AI Toolkit for Scientists (TRAITS) by Dale, Yao, Hattrick-Simpers

  Presenters

  • Ashley Dale

    University of Toronto

  Authors

  • Ashley Dale

    University of Toronto

  • Yao Fehlis

    Artificial, Inc.

  • Jason Hattrick-Simpers

    University of Toronto

  View abstract →