TY - JOUR
T1 - Optimal control in disordered quantum systems
AU - Coopmans, Luuk
AU - Campbell, Steve
AU - De Chiara, Gabriele
AU - Kiely, Anthony
N1 - Publisher Copyright:
© 2022 authors. Published by the American Physical Society. Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI.
PY - 2022/10
Y1 - 2022/10
N2 - We investigate several control strategies for the transport of an excitation along a spin chain. We demonstrate that fast high-fidelity transport can be achieved using protocols designed with differentiable programming. Building on this, we then show how this approach can be effectively adapted to control a disordered quantum system. We consider two settings: optimal control for a known unwanted disorder pattern, i.e., a specific disorder realisation, and optimal control where only the statistical properties of disorder are known, i.e., optimizing for high average fidelities. In the former, disorder effects can be effectively mitigated for an appropriately chosen control protocol. However, in the latter setting the average fidelity can only be marginally improved, suggesting the presence of a fundamental lower bound.
AB - We investigate several control strategies for the transport of an excitation along a spin chain. We demonstrate that fast high-fidelity transport can be achieved using protocols designed with differentiable programming. Building on this, we then show how this approach can be effectively adapted to control a disordered quantum system. We consider two settings: optimal control for a known unwanted disorder pattern, i.e., a specific disorder realisation, and optimal control where only the statistical properties of disorder are known, i.e., optimizing for high average fidelities. In the former, disorder effects can be effectively mitigated for an appropriately chosen control protocol. However, in the latter setting the average fidelity can only be marginally improved, suggesting the presence of a fundamental lower bound.
UR - https://www.scopus.com/pages/publications/85144629044
U2 - 10.1103/PhysRevResearch.4.043138
DO - 10.1103/PhysRevResearch.4.043138
M3 - Article
AN - SCOPUS:85144629044
SN - 2643-1564
VL - 4
JO - Physical Review Research
JF - Physical Review Research
IS - 4
M1 - 043138
ER -