Publications and preprints (from 2016)
25. Quantum simulation for partial differential equations with physical boundary or interface conditions, Shi Jin, Xiantao Li, Nana Liu, Yue Yu, arXiv:2305.02710, 2023
24. Quantum simulation of discrete linear dynamical systems and simple iterative methods in linear algebra via Schrodingerisation, Shi Jin, Nana Liu*, arXiv: 2304.02865, 2023
23. Quantum simulation for quantum dynamics with artificial boundary conditions, Shi Jin, Xiantao Li, Nana Liu, Yue Yu, arXiv:2304.00667, 2023
22. Quantum-enhanced learning of continuous-variable quantum states, Yadong Wu, Guilio Chiribella, Nana Liu, arXiv:2303.05097, 2023
21. Quantum simulation of partial differential equations via Schrodingerisation: Technical Details, Shi Jin, Nana Liu, Yue Yu*, arXiv: 2212.14703, 2022
20. Quantum simulation of partial differential equations via Schrodingerisation, Shi Jin, Nana Liu*, Yue Yu, arXiv: 2212.13969, 2022
19. Quantum algorithms for uncertainty quantification: application to partial differential equations, Francoise Golse, Shi Jin, Nana Liu*, arXiv: 2022.112200, 2022
18. Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations, Shi Jin, Nana Liu, Yue Yu*, arXiv: 2022. 08478, Journal of Computational Physics, Vol 487, 112149, 2023
17. Quantum algorithms for computing observables of nonlinear partial differential equations, Shi Jin, Nana Liu*, arXiv: 2022.07834
16. Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations, Shi Jin, Nana Liu, Yue Yu*, arXiv: 2202.04537, 2022
15. Data science on a future quantum internet, Nana Liu*, Harvard Data Science Review, 2022
14. On quantum algorithms for the Schrodinger equation in the semi-classical regime, Shi Jin, Xiaotao Li*, Nana Liu, arXiv: 2112.1329, Quantum Vol 6, 739, 2022
13. The Quantum Internet: The Second Quantum Revolution (Book), Peter Rohde*, Zixin Huang, Heliang Huang, Zuen Su, Scott Harrison, Tim Byrnes, Jonathan Dowling, Si-Hui Tan, Atul Mantri, Simon Devitt, Rohit Ramakrishnan, Nana Liu, Chandra Radhakrishnan, William Munro, Cambridge University Press, 2021
12. Efficient verification of continuous-variable quantum states and devices without assuming identical and independent preparation, Yadong Wu*, Ge Bai, Giulio Chiribella, Nana Liu*, Physical Review Letters, Vol 126, 240503, 2021
11. Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing, Maurice Weber*, Nana Liu, Bo Li*, Ce Zhang*, Zhikuan Zhao*, npj Quantum Information, Vol 7, no.76, 2021
10. Quantum noise protects quantum classifiers against adversaries, Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu*, Physical Review Research, Vol 3, 023153, 2021
9. Vulnerability of quantum classification to adversarial perturbations, Nana Liu* and Peter Wittek,
ArXiv: 1905.04286, Physical Review A, Vol 100, 062331, 2020, Editor's Suggestion
8. Tangible reduction in learning sample complexity with large classical samples and small quantum system, Wooyeong Song, Marcin Wiesniak, Nana Liu, Marcin Pawlowski, Jinhyoung Lee*, Jaewan Kim*, Jeongho Bang*, Quantum Information Processing, Vol 20, 275, 2021
7. Client-friendly continuous-variable blind and verifiable quantum computing, Nana Liu*, Tommaso Demarie*, Si-Hui Tan, Leandro Aolita, Joseph Fitzsimons, Physical Review A, Vol 100, 062309, 2019
6. Quantum machine learning for quantum anomaly detection, Nana Liu*and Patrick Rebentrost*, Physical Review A, Vol 97, 042315, 2018
5. Continuous variable qumodes as non-destructive probes of quantum systems, Thomas Elliott*, Mile Gu, Jayne Thompson, Nana Liu*, ArXiv: 1707.04250, 2017
4. Quantum-enhanced multi-parameter estimation for unitary photonic systems, Nana Liu* and Hugo Cable, Quantum Science and Technology, Vol 2, No. 2, 2017
3. Power of photonic states: from computation to cosmology, Nana Liu*, ArXiv: 1607.01057, 2016
2. Power of one qumode for quantum computation, Nana Liu*, Jayne Thompson, Christian Weedbrook, Seth Lloyd, Vlatko Vedral, Mile Gu*, Kavan Modi*, Physical Review A, Vol 93, 052304, 2016
1. Quantum thermodynamics for a model of an expanding universe, Nana Liu*, John Goold, Ivette Fuentes, Vlatko Vedral, Kavan Modi, David E. Bruschi, Classical and Quantum Gravity, Vol 33, No. 3, 2016
*corresponding author/s
24. Quantum simulation of discrete linear dynamical systems and simple iterative methods in linear algebra via Schrodingerisation, Shi Jin, Nana Liu*, arXiv: 2304.02865, 2023
23. Quantum simulation for quantum dynamics with artificial boundary conditions, Shi Jin, Xiantao Li, Nana Liu, Yue Yu, arXiv:2304.00667, 2023
22. Quantum-enhanced learning of continuous-variable quantum states, Yadong Wu, Guilio Chiribella, Nana Liu, arXiv:2303.05097, 2023
21. Quantum simulation of partial differential equations via Schrodingerisation: Technical Details, Shi Jin, Nana Liu, Yue Yu*, arXiv: 2212.14703, 2022
20. Quantum simulation of partial differential equations via Schrodingerisation, Shi Jin, Nana Liu*, Yue Yu, arXiv: 2212.13969, 2022
19. Quantum algorithms for uncertainty quantification: application to partial differential equations, Francoise Golse, Shi Jin, Nana Liu*, arXiv: 2022.112200, 2022
18. Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations, Shi Jin, Nana Liu, Yue Yu*, arXiv: 2022. 08478, Journal of Computational Physics, Vol 487, 112149, 2023
17. Quantum algorithms for computing observables of nonlinear partial differential equations, Shi Jin, Nana Liu*, arXiv: 2022.07834
16. Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations, Shi Jin, Nana Liu, Yue Yu*, arXiv: 2202.04537, 2022
15. Data science on a future quantum internet, Nana Liu*, Harvard Data Science Review, 2022
14. On quantum algorithms for the Schrodinger equation in the semi-classical regime, Shi Jin, Xiaotao Li*, Nana Liu, arXiv: 2112.1329, Quantum Vol 6, 739, 2022
13. The Quantum Internet: The Second Quantum Revolution (Book), Peter Rohde*, Zixin Huang, Heliang Huang, Zuen Su, Scott Harrison, Tim Byrnes, Jonathan Dowling, Si-Hui Tan, Atul Mantri, Simon Devitt, Rohit Ramakrishnan, Nana Liu, Chandra Radhakrishnan, William Munro, Cambridge University Press, 2021
12. Efficient verification of continuous-variable quantum states and devices without assuming identical and independent preparation, Yadong Wu*, Ge Bai, Giulio Chiribella, Nana Liu*, Physical Review Letters, Vol 126, 240503, 2021
11. Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing, Maurice Weber*, Nana Liu, Bo Li*, Ce Zhang*, Zhikuan Zhao*, npj Quantum Information, Vol 7, no.76, 2021
10. Quantum noise protects quantum classifiers against adversaries, Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu*, Physical Review Research, Vol 3, 023153, 2021
9. Vulnerability of quantum classification to adversarial perturbations, Nana Liu* and Peter Wittek,
ArXiv: 1905.04286, Physical Review A, Vol 100, 062331, 2020, Editor's Suggestion
8. Tangible reduction in learning sample complexity with large classical samples and small quantum system, Wooyeong Song, Marcin Wiesniak, Nana Liu, Marcin Pawlowski, Jinhyoung Lee*, Jaewan Kim*, Jeongho Bang*, Quantum Information Processing, Vol 20, 275, 2021
7. Client-friendly continuous-variable blind and verifiable quantum computing, Nana Liu*, Tommaso Demarie*, Si-Hui Tan, Leandro Aolita, Joseph Fitzsimons, Physical Review A, Vol 100, 062309, 2019
6. Quantum machine learning for quantum anomaly detection, Nana Liu*and Patrick Rebentrost*, Physical Review A, Vol 97, 042315, 2018
5. Continuous variable qumodes as non-destructive probes of quantum systems, Thomas Elliott*, Mile Gu, Jayne Thompson, Nana Liu*, ArXiv: 1707.04250, 2017
4. Quantum-enhanced multi-parameter estimation for unitary photonic systems, Nana Liu* and Hugo Cable, Quantum Science and Technology, Vol 2, No. 2, 2017
3. Power of photonic states: from computation to cosmology, Nana Liu*, ArXiv: 1607.01057, 2016
2. Power of one qumode for quantum computation, Nana Liu*, Jayne Thompson, Christian Weedbrook, Seth Lloyd, Vlatko Vedral, Mile Gu*, Kavan Modi*, Physical Review A, Vol 93, 052304, 2016
1. Quantum thermodynamics for a model of an expanding universe, Nana Liu*, John Goold, Ivette Fuentes, Vlatko Vedral, Kavan Modi, David E. Bruschi, Classical and Quantum Gravity, Vol 33, No. 3, 2016
*corresponding author/s
