Quantum Computing for Fluid Dynamics

Presentations

• Development of a Quantum Neural Network-Based Lung Cancer Classification Model Using Synthetic CT scans and Quantitative Comparison with CNN Architectures

  ORAL

  Nov. 25, 2025, 8:00 AM – Nov. 25, 2025, 8:13 AM

  Presenters

  • Sungeun Kim

    Yonsei University

  Authors

  • Sungeun Kim

    Yonsei University

  • Yeon Soo Park

    Yonsei University

  • Young Woo Kim

    Yonsei University

  • Joon Sang Lee

    Yonsei University

  View abstract →

• Toward Quantum-Native Multiscale Frameworks for Turbulent Flow Simulation

  ORAL

  Nov. 25, 2025, 8:13 AM – Nov. 25, 2025, 8:26 AM

  Presenters

  • Mohammad Mehedi Hasan Akash

    Florida State University

  Authors

  • Mohammad Mehedi Hasan Akash

    Florida State University

  • Quang Nguyen

    Florida State University

  • Yanzhu Chen

    Florida State University

  • Huixuan Wu

    Florida State University

  • Kourosh Shoele

    Florida State University, Department of Mechanical Engineering, FAMU-FSU College of Engineering, Florida State University Tallahassee, FL, 32310, USA

  View abstract →

• Machine-Learning and Quantum Accelerated Lattice Boltzmann Methods

  ORAL

  Nov. 25, 2025, 8:26 AM – Nov. 25, 2025, 8:39 AM

  Publication: Huang R, Li Q, Adams NA. Surface thermodynamics and wetting condition in the multiphase lattice Boltzmann model with self-tuning equation of state. Journal of Fluid Mechanics. 2022;940:A46. doi:10.1017/jfm.2022.270 <br><br>Wawrzyniak D., Winter J., Schmidt S., Indinger T., Janßen C.F., Schramm U., Adams N.A. A quantum algorithm for the lattice-Boltzmann method advection-diffusion equation (2025) Computer Physics Communications, 306, art. no. 109373. DOI: 10.1016/j.cpc.2024.109373<br><br>Corbetta, A., Gabbana, A., Gyrya, V. et al. Toward learning Lattice Boltzmann collision operators. Eur. Phys. J. E 46, 10 (2023). https://doi.org/10.1140/epje/s10189-023-00267-w<br>

  Presenters

  • Nikolaus A Adams

    Tech Univ Muenchen

  Authors

  • Nikolaus A Adams

    Tech Univ Muenchen

  • Josef Winter

    Technical University of Munich

  • Lukas Birk

    Techn. Univ. Munich

  • Dev Hathi

    Techn. Univ. Munich

  • David Wawrzyniak

    Techn. Univ Munich

  View abstract →

• Advanced Quantum Lattice Boltzmann Simulations: Incorporating Boundary Conditions and Non-Linear Dynamics via Quantum Carleman Linearization

  ORAL

  Nov. 25, 2025, 8:39 AM – Nov. 25, 2025, 8:52 AM

  Presenters

  • Chan Hyeong Lee

    Yonsei university

  Authors

  • Chan Hyeong Lee

    Yonsei university

  • Joon Sang Lee

    Yonsei University

  View abstract →

• Exploring Low-Rank Structures in Shallow Water Equations Using Quantum Tensor Networks

  ORAL

  Nov. 25, 2025, 8:52 AM – Nov. 25, 2025, 9:05 AM

  Presenters

  • Tianyi Li

    Lawrence Livermore National Laboratory

  Authors

  • Tianyi Li

    Lawrence Livermore National Laboratory

  • Han Liu

    University of Minnesota

  • Lian Shen

    University of Minnesota

  View abstract →

• Data-driven quantum Koopman method for simulating nonlinear dynamics

  ORAL

  Nov. 25, 2025, 9:05 AM – Nov. 25, 2025, 9:18 AM

  Presenters

  • Zhen Lu

    Peking University

  Authors

  • Zhen Lu

    Peking University

  • Baoyang Zhang

    Peking University

  • Yaomin Zhao

    Peking Univ, Peking University

  • Yue Yang

    Peking Univ

  View abstract →

• Quantum algorithm for statistical characterization of chaotic systems

  ORAL

  Nov. 25, 2025, 9:18 AM – Nov. 25, 2025, 9:31 AM

  Presenters

  • Brad W Roberts

    Massachusetts Institute of Technology

  Authors

  • Brad W Roberts

    Massachusetts Institute of Technology

  • Adrian Lozano-Duran

    Massachusetts Institute of Technology; California Instituite of Technology, Massachusetts Institute of Technology

  View abstract →

• Quantum lattice Boltzmann method for simulating nonlinear fluid dynamics

  ORAL

  Nov. 25, 2025, 9:31 AM – Nov. 25, 2025, 9:44 AM

  Publication: https://arxiv.org/abs/2502.16568

  Presenters

  • Boyuan Wang

    Peking University

  Authors

  • Boyuan Wang

    Peking University

  • Zhaoyuan Meng

    Peking Univ

  • Yaomin Zhao

    Peking Univ, Peking University

  • Yue Yang

    Peking Univ

  View abstract →

• Carleman-Taylor Linearization of Reactiong Flows for Quantum Computing

  ORAL

  Nov. 25, 2025, 9:44 AM – Nov. 25, 2025, 9:57 AM

  Presenters

  • Takaki Akiba

    The University of Tokyo

  Authors

  • Takaki Akiba

    The University of Tokyo

  • Youhi Morii

    Institute of Fluid Science, Tohoku University, Japan

  • Lee Minhyeok

    The University of Tokyo

  • Kaoru Maruta

    Institute of Fluid Science, Tohoku University, Japan

  • Yuji Suzuki

    The University of Tokyo

  View abstract →

• The lattice Boltzmann method with Quantum Inspired Algorithm

  ORAL

  Nov. 25, 2025, 9:57 AM – Nov. 25, 2025, 10:10 AM

  Presenters

  • Takahito Asaga

    Tohoku University, Tohoku university

  Authors

  • Takahito Asaga

    Tohoku University, Tohoku university

  • Yuichi Kuya

    Kyushu University, Tohoku University

  View abstract →

• Fundamental study of tensor network-based finite difference methods in computational fluid dynamics

  ORAL

  Nov. 25, 2025, 10:10 AM – Nov. 25, 2025, 10:23 AM

  Presenters

  • Yuichi Kuya

    Kyushu University, Tohoku University

  Authors

  • Yuichi Kuya

    Kyushu University, Tohoku University

  • Yuki Kato

    Tohoku University

  • Takahito Asaga

    Tohoku University, Tohoku university

  • Yukihiro Yoshida

    Tohoku University

  • Kosuke Mitarai

    The University of Osaka

  • Hiroshi Ueda

    The University of Osaka

  View abstract →