Subtleties in the trainability of quantum machine learning models S Thanasilp, S Wang, NA Nghiem, P Coles, M Cerezo Quantum Machine Intelligence 5 (1), 21, 2023 | 79 | 2023 |
Unified framework for quantum classification NA Nghiem, SYC Chen, TC Wei Physical Review Research 3 (3), 033056, 2021 | 47* | 2021 |
Quantum algorithm for estimating largest eigenvalues NA Nghiem, TC Wei Physics Letters A 488, 129138, 2023 | 16 | 2023 |
Heat pulse propagation and nonlocal phonon heat transport in one-dimensional harmonic chains PB Allen, NA Nghiem Physical Review B 105 (17), 174302, 2022 | 10 | 2022 |
An improved method for quantum matrix multiplication NA Nghiem, TC Wei Quantum Information Processing 22 (8), 299, 2023 | 8 | 2023 |
Improved Quantum Algorithms for Eigenvalues Finding and Gradient Descent NA Nghiem, TC Wei arXiv preprint arXiv:2312.14786, 2023 | 6 | 2023 |
Constant-time quantum algorithm for homology detection in closed curves NA Nghiem Vu, XD Gu, TC Wei SciPost Physics 15 (2), 049, 2023 | 4 | 2023 |
Improved quantum power method and numerical integration using quantum singular value transformation NA Nghiem, H Sukeno, S Zhang, TC Wei https://doi.org/10.1103/PhysRevA.111.012434, 2024 | 2 | 2024 |
New Quantum Algorithm for Principal Component Analysis NA Nghiem arXiv preprint arXiv:2501.07891, 2025 | | 2025 |
Simple Quantum Gradient Descent Without Coherent Oracle Access NA Nghiem arXiv preprint arXiv:2412.18309, 2024 | | 2024 |
A Framework For Estimating Amplitudes of Quantum State With Single-Qubit Measurement NA Nghiem arXiv preprint arXiv:2412.07123, 2024 | | 2024 |
Improved Time-independent Hamiltonian Simulation NA Nghiem arXiv preprint arXiv:2410.15256, 2024 | | 2024 |
(Nearly) Optimal Time-dependent Hamiltonian Simulation NA Nghiem arXiv preprint arXiv:2410.14366, 2024 | | 2024 |
Simulating Time-dependent Hamiltonian Based On High Order Runge-Kutta and Forward Euler Method NA Nghiem arXiv preprint arXiv:2410.14418, 2024 | | 2024 |
Quantum Algorithm For Testing Convexity of Function NA Nghiem, TC Wei arXiv preprint arXiv:2409.03312, 2024 | | 2024 |
Quantum algorithm for computing distances between subspaces NA Nghiem Physics Letters A, 129610, 2024 | | 2024 |
Quantum Algorithm For Solving Nonlinear Algebraic Equations NA Nghiem, TC Wei arXiv preprint arXiv:2404.03810, 2024 | | 2024 |
Alternative Method for Estimating Betti Numbers NA Nghiem arXiv preprint arXiv:2403.04686, 2024 | | 2024 |
Quantum Algorithm for Estimating Betti Numbers Using a Cohomology Approach NA Nghiem, XD Gu, TC Wei arXiv preprint arXiv:2309.10800, 2023 | | 2023 |