Publications

2024

  1. Alternative Method for Estimating Betti Numbers
    Nhat A Nghiem
    arXiv preprint arXiv:2403.04686, 2024
  2. Quantum Algorithm For Solving Nonlinear Algebraic Equations
    Nhat A Nghiem, and Tzu-Chieh Wei
    arXiv preprint arXiv:2404.03810, 2024
  3. Quantum algorithm for computing distances between subspaces
    Nhat A Nghiem
    Physics Letters A, 2024
  4. Improved Quantum Power Method and Numerical Integration Using Quantum Singular Value Transformation
    Nhat A Nghiem, Hiroki Sukeno, Shuyu Zhang, and 1 more author
    arXiv preprint arXiv:2407.11744, 2024

2023

  1. QMI
    Subtleties in the trainability of quantum machine learning models
    Supanut Thanasilp, Samson Wang, Nhat Anh Nghiem, and 2 more authors
    Quantum Machine Intelligence, 2023
  2. QIP
    An improved method for quantum matrix multiplication
    Nhat A Nghiem, and Tzu-Chieh Wei
    Quantum Information Processing, 2023
  3. Sci
    Constant-time quantum algorithm for homology detection in closed curves
    Nhat Anh Nghiem Vu, Xianfeng David Gu, and Tzu-Chieh Wei
    SciPost Physics, 2023
  4. Quantum Algorithm for Estimating Betti Numbers Using a Cohomology Approach
    Nhat A Nghiem, Xianfeng David Gu, and Tzu-Chieh Wei
    arXiv preprint arXiv:2309.10800, 2023
  5. Quantum algorithm for estimating largest eigenvalues
    Nhat A Nghiem, and Tzu-Chieh Wei
    Physics Letters A, 2023
  6. Improved Quantum Algorithms for Eigenvalues Finding and Gradient Descent
    Nhat A Nghiem, and Tzu-Chieh Wei
    arXiv preprint arXiv:2312.14786, 2023

2022

  1. Heat pulse propagation and nonlocal phonon heat transport in one-dimensional harmonic chains
    Philip B Allen, and Nhat A Nghiem
    Physical Review B, 2022

2021

  1. Unified framework for quantum classification
    Nhat A Nghiem, Samuel Yen-Chi Chen, and Tzu-Chieh Wei
    Physical Review Research, 2021