Dr  Yanan Liu

Dr Yanan Liu

Lecturer

School of Engineering

Career Summary

Biography

Dr. Yanan Liu joined the School of Engineering at the University of Newcastle as a Lecturer in March 2024. 

She earned her PhD from the University of New South Wales (UNSW) in 2021, with her thesis being awarded a Dean’s Award for Outstanding PhD Theses.

Following the completion of her doctoral studies, Dr. Liu pursued a postdoctoral position at the Okinawa Institute of Science and Technology (OIST) from March 2021 to May 2022. During her time at OIST, she conducted research focusing on time-delayed feedback control design for quantum optical systems. Subsequently, Dr. Liu transitioned to a Research Fellow at the Centre for Quantum Dynamics (CQD) at Griffith University. In this capacity, she continued to explore her research interest in quantum measurement, control, and noise mitigation.

With a strong background in both control engineering and quantum physics, Dr. Liu is dedicated to interdisciplinary research and collaboration.


Qualifications

  • DOCTOR OF PHILOSOPHY, University of New South Wales

Keywords

  • Feedback control
  • Learning Control
  • Quantum control

Languages

  • English (Fluent)
  • Mandarin (Mother)

Fields of Research

Code Description Percentage
400705 Control engineering 70
510805 Quantum technologies 30

Professional Experience

UON Appointment

Title Organisation / Department
Lecturer University of Newcastle
School of Engineering
Australia

Academic appointment

Dates Title Organisation / Department
1/6/2022 - 14/2/2024 Research Fellow Griffith University
Centre for Quantum Dynamics
Australia
1/3/2021 - 31/5/2022 Postodoctoral Scholar Okinawa Institute of Science and Technology
Quantum Machines Unit
Japan
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Publications

For publications that are currently unpublished or in-press, details are shown in italics.


Journal article (12 outputs)

Year Citation Altmetrics Link
2023 Liu Y, Munro WJ, Twamley J, 'A quantum ticking self-oscillator using delayed feedback', NEW JOURNAL OF PHYSICS, 25 (2023) [C1]
DOI 10.1088/1367-2630/ad1072
2023 Cheng X, Lu X-J, Liu Y-N, Kuang S, 'Comparison of differential evolution, particle swarm optimization, quantum-behaved particle swarm optimization, and quantum evolutionary algorithm for preparation of quantum states', CHINESE PHYSICS B, 32 (2023) [C1]
DOI 10.1088/1674-1056/ac65ee
Citations Scopus - 1Web of Science - 1
2023 Tonekaboni B, Chantasri A, Song H, Liu Y, Wiseman HM, 'Greedy versus map-based optimized adaptive algorithms for random-telegraph-noise mitigation by spectator qubits', PHYSICAL REVIEW A, 107 (2023) [C1]
DOI 10.1103/PhysRevA.107.032401
Citations Scopus - 4Web of Science - 4
2022 Liu Y, Dong D, Petersen IR, Yonezawa H, 'Fault-tolerant H
DOI 10.1016/j.automatica.2022.110236
Citations Scopus - 2Web of Science - 1
2022 Li G, Liu Y, Kuang S, Xiang C, 'Approximate bang-bang control assisted rapid switching feedback stabilization for stochastic qubit systems', JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 359 2073-2091 (2022) [C1]
DOI 10.1016/j.jfranklin.2021.12.023
Citations Scopus - 4Web of Science - 2
2022 Liu Y, Dong D, Petersen IR, Gao Q, Ding SX, Yokoyama S, Yonezawa H, 'Fault-Tolerant Coherent
DOI 10.1109/TAC.2021.3115843
Citations Scopus - 7Web of Science - 5
2022 Kuang S, Li G, Liu Y, Sun X, Cong S, 'Rapid Feedback Stabilization of Quantum Systems With Application to Preparation of Multiqubit Entangled States', IEEE TRANSACTIONS ON CYBERNETICS, 52 11213-11225 (2022) [C1]
DOI 10.1109/TCYB.2021.3090676
Citations Scopus - 7Web of Science - 7
2021 Liu Y, Dong D, Kuang S, Petersen IR, Yonezawa H, 'Two-step feedback preparation of entanglement for qubit systems with time delay', AUTOMATICA, 125 (2021) [C1]
DOI 10.1016/j.automatica.2020.109174
Citations Scopus - 8Web of Science - 5
2020 Liu Y, Dong D, Petersen IR, Gao Q, Ding SX, Yonezawa H, 'Coherent
DOI 10.1016/j.ifacol.2020.12.134
Citations Scopus - 1
2019 Liu Y, Dong D, Petersen IR, Yonezawa H, 'Filter-Based Feedback Control for a Class of Markovian Open Quantum Systems', IEEE CONTROL SYSTEMS LETTERS, 3 565-570 (2019)
DOI 10.1109/LCSYS.2019.2912927
Citations Scopus - 6Web of Science - 5
2017 Sun X, Kuang S, Liu Y, Zhou J, Cong S, 'Feedback stabilization of N-dimensional stochastic quantum systems based on bang-bang control', Control Theory and Technology, 15 206-218 (2017)

For an N-dimensional quantum system under the influence of continuous measurement, this paper presents a switching control scheme where the control law is of bang-bang type and ac... [more]

For an N-dimensional quantum system under the influence of continuous measurement, this paper presents a switching control scheme where the control law is of bang-bang type and achieves asymptotic preparation of an arbitrarily given eigenstate of a non-degenerate and degenerate measurement operator, respectively. In the switching control strategy, we divide the state space into two parts: a set containing a target state, and its complementary set. By analyzing the stability of the stochastic system model under consideration, we design a constant control law and give some conditions that the control Hamiltonian satisfies so that the system trajectories in the complementary set converge to the set which contains the target state. Further, for the case of a non-degenerate measurement operator, we show that the system trajectories in the set containing the target state will automatically converge to the target state via quantum continuous measurement theory; while for the case of a degenerate measurement operator, the corresponding system trajectories will also converge to the target state via the construction of the control Hamiltonians. The convergence of the whole closed-loop systems under the cases of a non-degenerate and a degenerate measurement operator is strictly proved. The effectiveness of the proposed switching control scheme is verified by the simulation experiments on a finite-dimensional angular momentum system and a two-qubit system.

DOI 10.1007/s11768-017-7061-6
Citations Scopus - 2
2017 Liu Y, Kuang S, Cong S, 'Lyapunov-Based Feedback Preparation of GHZ Entanglement of
DOI 10.1109/TCYB.2016.2584698
Citations Scopus - 36Web of Science - 31
Show 9 more journal articles

Conference (3 outputs)

Year Citation Altmetrics Link
2022 Song C, Liu Y, McManus D, Dong D, 'Learning Control with Evolution Strategy for Inhomogeneous Open Quantum Ensembles', Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics (2022)

This paper investigates the application of an evolutionary algorithm, evolution strategy (ES)(mu+lambda) to the control design in several inhomogeneous open quantum ensembles. We ... [more]

This paper investigates the application of an evolutionary algorithm, evolution strategy (ES)(mu+lambda) to the control design in several inhomogeneous open quantum ensembles. We apply the ES (mu+lambda) to assist the sampling-based learning control (SLC) technique, by which a set of control signals is designed to drive the inhomogeneous open quantum ensemble to a given target state. We illustrate our algorithm in two-level and four-level inhomogeneous open quantum ensembles. Numerical results show the effectiveness of the proposed control algorithm. The comparison with other evolutionary algorithms such as differential evolution (DE) and genetic algorithm (GA) shows the superiority of our ES (mu+lambda) both in average fidelity and stability. In a four-level open quantum ensemble, for example, the fitness error after optimization using the ES (mu+lambda) is decreased by around 59% compared to DE, and the standard deviation is lowered by about 47%.

DOI 10.1109/SMC53654.2022.9945148
2019 Argha A, Su SW, Liu Y, Celler BG, 'Control Allocation Based Sliding Mode Fault Tolerant Control', 2019 AMERICAN CONTROL CONFERENCE (ACC), PA, Philadelphia (2019)
Citations Scopus - 2Web of Science - 1
2019 Liu Y, Dong D, Petersen IR, Kuang S, Yonezawa H, 'Feedback preparation of Bell states for two-qubit systems with time delay', 2019 AMERICAN CONTROL CONFERENCE (ACC), PA, Philadelphia (2019)
DOI 10.23919/acc.2019.8814881
Citations Scopus - 5Web of Science - 5
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Grants and Funding

Summary

Number of grants 1
Total funding $53,941

Click on a grant title below to expand the full details for that specific grant.


20241 grants / $53,941

Alexander von Humboldt Postdocs$53,941

This project aims to develop a fault-tolerant control strategy for quantum optical systems, towards high-squeezed light generation. Squeed light plays a necessary role in quantum technologies such as quantum computing, quantum sensing and quantum communication, and it is commonly generated by an Optical Parametric Oscillator (OPO). To achieve highly squeezed light in the real environment, strategies need to be designed to improve the stability of the OPO systems in the presence of possible fault signals. This project will be done by Dr Yanan Liu, under the supervision of Professor Steven Ding.

Funding body: Alexander Von Humboldt Foundation

Funding body Alexander Von Humboldt Foundation
Project Team

Dr. Yanan Liu and Professor Steven X. Ding

Scheme Postdoctoral Research Fellowship
Role Lead
Funding Start 2024
Funding Finish 2025
GNo
Type Of Funding External
Category EXTE
UON N
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Dr Yanan Liu

Position

Lecturer
School of Engineering
College of Engineering, Science and Environment

Contact Details

Email yanan.liu@newcastle.edu.au

Office

Room ES338
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