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Self-Consistent Determination of Single-Impurity Anderson Model Using Hybrid Quantum-Classical Approach on a Spin
Xinfang Nie1,2, Xuanran Zhu1,3, Yu-Ang Fan1
1Shenzhen Institute for Quantum Science and Engineering and Department of Physics, <a href="https://ror.org/049tv2d57">Southern University of Science and Technology</a>, Shenzhen 518055, China.
This study experimentally demonstrates a hybrid quantum-classical approach for accurately determining the electronic structure of strongly correlated materials. This method integrates quantum computation to solve complex problems, paving the way for advanced material science discoveries.
Area of Science:
- Condensed matter physics
- Computational chemistry
- Materials science
Background:
- Accurate electronic structure determination is crucial but computationally expensive for strongly correlated materials.
- Classical computation struggles with the exponential scaling of resources for these materials.
- A hybrid quantum-classical approach was proposed in 2016 to address these challenges.
Purpose of the Study:
- To experimentally demonstrate a hybrid quantum-classical approach for tackling strongly correlated materials.
- To address the computational challenges in determining the electronic structure of complex materials.
- To showcase the potential of quantum computation in materials science.
Main Methods:
- Integration of quantum computation with classical computers.
- Utilizing a spin quantum processor for Green's function computation.
- Implementing a feedback loop for self-consistent model determination.
Main Results:
- Successful experimental demonstration of the hybrid quantum-classical approach.
- Computation of the Green's function using a quantum processor.
- Observation of a quantum phase transition in the Hubbard model (metallic to Mott insulator).
Conclusions:
- The experimental findings validate the hybrid approach for strongly correlated materials.
- Growing qubit fidelity enables solving more complex material models.
- This work paves the way for simulating intricate crystalline materials and molecules.
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