Machine learning in quantum information and quantum computing
12. L.-L. Ye, C. Arenz, J. M. Lukens, Y.-C. Lai. Entanglement engineering of optomechanical systems by reinforcement learning. APL Mach. Learn., 3 (1), (2025)
11. L.-L. Ye, and Y.-C. Lai. Controlling nonergodicity in quantum many-body systems by reinforcement learning. Phys. Rev. Res. 7 (1), 013256, (2025).
10. M.-H. Guo, Y. Weng, L.-L. Ye, and Y.-C. Lai. Continuous variational quantum algorithms for time series. 2023 International Joint Conference on Neural Networks (IJCNN), 01-08, (2023).
Quantum transport, Dirac electron scattering in Dirac materials
9. L.-L. Ye, and Y.-C. Lai. Irregular Bloch-Zener oscillations in two-dimensional flat-band Dirac materials. Phys. Rev. B 107 (16), 165422, (2023).
8. L.-L. Ye, C.-D. Han, and Y.-C. Lai. Spin-dependent edge states in two-dimensional Dirac materials with a flat band. Phys. Rev. B 108 (23), 235404, (2023)
7. L.-L. Ye, C.-D. Han, and Y.-C. Lai. Optical properties of two-dimensional Dirac–Weyl materials with a flatband. Appl. Phys. Lett. 124 (6), (2024).
6. L.-L. Ye, C.-Z. Wang, and Y.-C. Lai. Experimental scheme for determining the Berry phase in two-dimensional quantum materials with a flat band. Phys. Rev. B 110 (7), 075108, (2024).
5. C.-D. Han, L.-L. Ye, Z. Lin, V. Kovanis, and Y.-C. Lai. Deep-learning design of electronic metasurfaces in graphene for quantum control and Dirac electron holography APL Mach. Learn. 2, 036105 (2024).
Others in physics
4. L.-L. Ye, C.-D. Han, and Y.-C. Lai. Geometry-induced wave-function collapse. Phys. Rev. A 106 (2), 022207 (2022).
3. J.-Y. Huang, L.-L. Ye, and Y.-C. Lai, Floquet quantum many-body scars in tilted Fermi-Hubbard chain. (Submitted to Phys. Rev. B)
2. S. Panahi, L.-L. Ye, and Y.-C. Lai. High-order exceptional points and stochastic resonance in pseudo-Hermitian systems. Phys. Rev. Appl. 22 (5), 054063 (2024).
1. Z.-Y. Li, L.-L. Ye, R.-H. Ni, C.-Z. Wang, L. Huang, Y.-C. Lai, C. Grebogi. Relativistic quantum scarring, spin-induced phase, and quantization in a symmetric Dirac billiard system. Journal of Physics A: Mathematical and Theoretical 55 (37), 374003, (2022).