ORCA
Online Research @ CardiffÂ
Browse by Current Cardiff authors
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Up a levelNumber of items: 6.
Khalid, Muhammad and Schockaert, Steven  ORCID: https://orcid.org/0000-0002-9256-2881
2025.
Systematic relational reasoning with epistemic graph neural networks.
Presented at: The Thirteenth International Conference on Learning Representation,
Singapore,
24-28 April 2025.
The Thirteenth International Conference on Learning Representation.
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Khalid, Muhammad, Nourollah, Amir Masoud and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881
2025.
Large language and reasoning models are shallow disjunctive reasoners.
Presented at: The 63rd Annual Meeting of the Association for Computational Linguistics,
Vienna, Austria,
27 July - 1 August 2025.
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Khalid, Muhammad
2024.
Machine learning methods for robust quantum optimal control.
PhD Thesis,
Cardiff University.
Item availability restricted. |
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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
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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
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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.
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