Nana Liu

Chongqing Normal University — China

Computer Science · Physical Sciences

16h-index1.3kcitations110works3.22yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(54), Quantum Information and Cryptography(47), Quantum Mechanics and Applications(28), Quantum and electron transport phenomena(9), Neural Networks and Reservoir Computing(9)

Publications110 total

China: Capitalist or Socialist?
Science & Society·2025
Unifying framework for quantum simulation algorithms for time-dependent Hamiltonian dynamics
Physical Review Research·2025· 2 citedOpen Access
Improved Offline Reinforcement Learning via Quantum Metric Encoding
arXiv (Cornell University)·2025Open Access
Quantum Random Feature Method for Solving Partial Differential Equations
arXiv (Cornell University)·2025Open Access
Schrodingerization based quantum algorithms for the time-fractional heat equation
arXiv (Cornell University)·2025Open Access
DTSC-Net: Dual-Teacher Semi-Supervised Segmentation with Structural Consistency and Prompted SAM*
2025
Application of SPD Autoencoder and Hashing in Image Set Classification
2025
Multi-Branch Auxiliary Pyramid and Gaussian Modeling Optimization for UAV Object Detection with YOLOv11
2025
DS-AKDGen: Dual-Stream Alignment-aware Knowledge Distillation for Medical Report Generation
2025
EPNet: Efficient Pooling High-Resolution Network for Human Pose Estimation
2025
Schrödingerization Based Computationally Stable Algorithms for Ill-Posed Problems in Partial Differential Equations
SIAM Journal on Scientific Computing·2025
On Schrödingerization-Based Quantum Algorithms for Linear Dynamical Systems with Inhomogeneous Terms
SIAM Journal on Numerical Analysis·2025· 1 cited
Quantum algorithms for uncertainty quantification: Applications to partial differential equations
Science China Physics Mechanics and Astronomy·2025· 1 cited
Constrained free energy minimization for the design of thermal states and stabilizer thermodynamic systems
arXiv (Cornell University)·2025Open Access
Gate construction of block-encoding for Hamiltonians needed for simulating partial differential equations
Physical Review Research·2025· 8 citedOpen Access
Quantum Algorithms for Stochastic Differential Equations: A Schrödingerisation Approach
Journal of Scientific Computing·2025
Quantum algorithms for matrix geometric means
npj Quantum Information·2025· 3 citedOpen Access
An invitation to the sample complexity of quantum hypothesis testing
npj Quantum Information·2025· 5 citedOpen Access
Quantum circuits for the heat equation with physical boundary conditions via Schrödingerization
Journal of Computational Physics·2025
Quantum preconditioning method for linear systems problems via Schrödingerization
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Shi Jin(12), Shi Jin(10), Yue Yu(7), Xiantao Li(4), Giulio Chiribella(3), Yu Cao(3), Chuwen Ma(3), Mark M. Wilde(3), Yue Zhao(2), Rong Li(2), Ping Liu(2), Jie Qiao(2), Vlatko Vedral(2), Kavan Modi(2), Yi Liang(2), Tan Liu(2), Kaijian Chen(2), Bingsuo Zou(2), Peilong Hong(2), Hugo Cable(2)