Khalid, Muhammad
2024.
Machine learning methods for robust quantum optimal control.
PhD Thesis,
Cardiff University.
Item availability restricted. |
Khalid, Irtaza, Weidner, Carrie A., Jonckheere, Edmond A., Schirmer, Sophie G. and Langbein, Frank C. 2023. Sample-efficient model-based reinforcement learning for quantum control. Physical Review Research 5 (4) , 043002. 10.1103/PhysRevResearch.5.043002 |
Khalid, Irtaza, Weidner, Carrie A., Jonckheere, Edmond A., Shermer, Sophie G. and Langbein, Frank ORCID: https://orcid.org/0000-0002-3379-0323 2023. Statistically characterizing robustness and fidelity of quantum controls and quantum control algorithms. Physical Review A 107 , 032606. 10.1103/PhysRevA.107.032606 |
Khalid, I., Weidner, C. A., Jonckheere, E. A., Schirmer, S. G. and Langbein, F. C. ORCID: https://orcid.org/0000-0002-3379-0323 2021. Reinforcement learning vs. gradient-based optimisation for robust energy landscape control of spin-1/2 quantum networks. Presented at: 60th IEEE Conference of Decision and Control (CDC 2021), Austin, TX, USA, 13-15 December 2021. |