Search Results for author: Shi-Liang Zhu

Found 4 papers, 0 papers with code

Geometry and superfluidity of the flat band in a non-Hermitian optical lattice

no code implementations4 Jan 2021 Peng He, Hai-Tao Ding, Shi-Liang Zhu

We propose an ultracold-atom setting where a fermionic superfluidity with attractive s-wave interaction is uploaded in a non-Hermitian Lieb optical lattice.

Quantum Gases Mesoscale and Nanoscale Physics Superconductivity Quantum Physics

Protocol for implementing quantum nonparametric learning with trapped ions

no code implementations8 Jun 2019 Dan-Bo Zhang, Shi-Liang Zhu, Z. D. Wang

A quantum training state is introduced to superpose all data of samples, encoding relevant information for learning in its bipartite entanglement spectrum.

Nonlinear regression based on a hybrid quantum computer

no code implementations29 Aug 2018 Dan-Bo Zhang, Shi-Liang Zhu, Z. D. Wang

Incorporating nonlinearity into quantum machine learning is essential for learning a complicated input-output mapping.

BIG-bench Machine Learning Quantum Machine Learning +1

Realizing quantum linear regression with auxiliary qumodes

no code implementations27 Aug 2018 Dan-Bo Zhang, Zheng-Yuan Xue, Shi-Liang Zhu, Z. D. Wang

In order to exploit quantum advantages, quantum algorithms are indispensable for operating machine learning with quantum computers.

regression

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