F.C. Langbein. Learning to Control Quantum Systems Robustly. AI3SD Video: Learning to Control Quantum Systems Robustly, 10/11/2021. AI3SD Autumn Seminar Series 2021. 13 Oct – 15 Dec 2021. [PDF] [Video] [DOI:10.5258/SOTON/AI3SD0163]
Quantum
Irtaza Khalid, Carrie Weidner, S.G. Schirmer, Edmond Jonckheere, Frank C. Langbein. Finding and Characterising Robust Quantum Controls. Poster, BQIT:22, 2022. [PDF:poster]
BQIT:22 – Finding and Characterising Robust Quantum Controls
E. Jonckheere, S. G. Schirmer, F. C. Langbein, C. A. Weidner. Noiseless robust performance with structured uncertainties and initial state error. Preprint 2022. [PDF]
Noiseless robust performance with structured uncertainties and initial state error
SG Schirmer, FC Langbein, CA Weidner, EA Jonckheere. Robustness of Quantum Systems Subject to Decoherence: Structured Singular Value Analysis?. IEEE Conf Decision and Control, pp. 4158-4163, 2021. [DOI:10.1109/CDC45484.2021.9682796] [arXiv:2110.05372] [PDF]
Robustness of Quantum Systems Subject to Decoherence: Structured Singular Value ...
Irtaza Khalid, Carrie Weidner, S.G. Schirmer, Edmond Jonckheere, Frank C. Langbein. Finding and Characterising Robust Quantum Controls. Poster, European Quantum Technologies Conference EQTC, 2021. [PDF:poster] [PDF:abstract]
EQTC2021- Finding and Characterising Robust Quantum Controls
I. Khalid, C. A. Weidner, E. A. Jonckheere, S. G. Schirmer, F. C. Langbein. Reinforcement Learning vs. Gradient-Based Optimisation for Robust Energy Landscape Control of Spin-1/2 Quantum Networks. IEEE Conf Decision and Control, pp. 4133-4139, 2021. [DOI:10.1109/CDC45484.2021.9683463] [arXiv:2109.07226] [PDF]
Reinforcement Learning vs. Gradient-Based Optimisation for Robust Energy Landscape Control ...
Sophie G. Schirmer, Frank C. Langbein, Carrie A. Weidner, Edmond Jonckheere. Robust Control Performance for Open Quantum Systems. In press, DOI:10.1109/TAC.2022.3181249, 2022. [arXiv:2008.13691] [PDF]
Robust Control Performance for Open Quantum Systems Recently updated!
FC Langbein, SG Shermer, E Jonckheere. MatSpinNet, V1.0. Code, https://qyber.black/SpinNet/MatSpinNet, https://github.com/xis10z/MatSpinNet, 16th November 2019. [DOI:10.6084/m9.figshare.10315814]
MatSpinNet
E. Jonckheere, S. Schirmer, F. C. Langbein. Effect of Quantum Mechanical Global Phase Factor on Error vs Sensitivity Limitation in Quantum Routing. Accepted, 58th IEEE Conf. Decision and Control (CDC), 2019. [DOI:10.1109/CDC40024.2019.9029913] [PDF]
Effect of Quantum Mechanical Global Phase Factor on Error vs ...
M. Chandler, C. Jenkins, S. M. Shermer, F. C. Langbein. MRSNet: Metabolite Quantification from Edited Magnetic Resonance Spectra With Convolutional Neural Network. Submitted, 2019. [arxiv:1909.03836] [MRSNet]
MRSNet: Metabolite Quantification from Edited Magnetic Resonance Spectra With Convolutional ...
C. Jenkins, M. Chandler, F. C. Langbein, S. M. Shermer. Benchmarking GABA Quantification: A Ground Truth Data Set and Comparative Analysis of TARQUIN, LCModel, jMRUI and Gannet. Submitted, 2021. [arxiv:1909.02163] [PDF]
Benchmarking GABA Quantification: A Ground Truth Data Set and Comparative ...
M. Chandler, C. Jenkins, S. M. Shermer, F. C. Langbein. MRSNet, V1.0. Code, https://qyber.black/MRIS/mrsnet, https://github.com/MaxChandler/MRSNet, 16th August 2019. [DOI:10.6084/m9.figshare.9824417.v1]