Jin-Peng Liu
Jin-Peng Liu
Center for Theoretical Physics, Massachusetts Institute of Technology
Verified email at - Homepage
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Efficient quantum algorithm for dissipative nonlinear differential equations
JP Liu, H Kolden, HK Krovi, NF Loureiro, K Trivisa, AM Childs
Proceedings of the National Academy of Sciences 118 (35), e2026805118, 2021
High-precision quantum algorithms for partial differential equations
AM Childs, JP Liu, A Ostrander
Quantum 5, 574, 2021
Quantum spectral methods for differential equations
AM Childs, JP Liu
Communications in Mathematical Physics, 375, 1427-1457 (2020), 2020
Quantum-accelerated multilevel Monte Carlo methods for stochastic differential equations in mathematical finance
D An, N Linden, JP Liu, A Montanaro, C Shao, J Wang
Quantum 5, 481, 2021
Quantum simulation of real-space dynamics
AM Childs, J Leng, T Li, JP Liu, C Zhang
Quantum 6, 860, 2022
A theory of quantum differential equation solvers: limitations and fast-forwarding
D An, JP Liu, D Wang, Q Zhao
arXiv preprint arXiv:2211.05246, 2022
Efficient quantum algorithm for nonlinear reaction-diffusion equations and energy estimation
D An, D Fang, S Jordan, JP Liu, GH Low, J Wang
arXiv preprint arXiv:2205.01141, 2022
New stepsizes for the gradient method
C Sun, JP Liu
Optimization Letters 14 (7), 1943-1955, 2020
Towards provably efficient quantum algorithms for large-scale machine-learning models
J Liu, M Liu, JP Liu, Z Ye, Y Alexeev, J Eisert, L Jiang
arXiv preprint arXiv:2303.03428, 2023
Quantum algorithms for sampling log-concave distributions and estimating normalizing constants
AM Childs, T Li, JP Liu, C Wang, R Zhang
Advances in Neural Information Processing Systems 35, 23205-23217, 2022
Linear combination of Hamiltonian simulation for non-unitary dynamics with optimal state preparation cost
D An, JP Liu, L Lin
arXiv preprint arXiv:2303.01029, 2023
Solving generalized eigenvalue problems by ordinary differential equations on a quantum computer
C Shao, JP Liu
Proceedings of the Royal Society A 478 (2262), 20210797, 2022
Dense outputs from quantum simulations
JP Liu, L Lin
arXiv preprint arXiv:2307.14441, 2023
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