Statistically characterizing robustness and fidelity of quantum controls and quantum control algorithms I Khalid, CA Weidner, EA Jonckheere, SG Shermer, FC Langbein Physical Review A 107 (3), 032606, 2023 | 16 | 2023 |
Reinforcement learning vs. gradient-based optimisation for robust energy landscape control of spin-1/2 quantum networks I Khalid, CA Weidner, EA Jonckheere, SG Schirmer, FC Langbein 2021 60th IEEE Conference on Decision and Control (CDC), 4133-4139, 2021 | 11 | 2021 |
Sample-efficient model-based reinforcement learning for quantum control I Khalid, CA Weidner, EA Jonckheere, SG Schirmer, FC Langbein Physical Review Research 5 (4), 043002, 2023 | 10 | 2023 |
Analyzing and unifying robustness measures for excitation transfer control in spin networks I Khalid*, SP O’Neil*, AA Rompokos, CA Weidner, FC Langbein, ... IEEE Control Systems Letters, 2023 | 5 | 2023 |
STaR: Benchmarking Spatio-Temporal Reasoning for systematic generalization I Khalid, S Schockaert The First Workshop on System-2 Reasoning at Scale, NeurIPS'24, 2024 | | 2024 |
Systematic Reasoning About Relational Domains With Graph Neural Networks I Khalid, S Schockaert arXiv preprint arXiv:2407.17396, 2024 | | 2024 |
Machine learning methods for robust quantum optimal control I Khalid Cardiff University, 2024 | | 2024 |