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Tangent Space Excitation Ansatz for Quantum Circuits
Ji-Yao Chen1, Bochen Huang2,3, D L Zhou2,3
1Sun Yat-sen University, Center for Neutron Science and Technology, Guangdong Provincial Key Laboratory of Magnetoelectric Physics and Devices, School of Physics, Guangzhou 510275, China.
We introduce a new tangent space excitation ansatz for quantum circuits. This method significantly improves the accuracy and number of excited states computed for quantum many-body systems on current quantum processors.
Area of Science:
- Quantum Computing
- Quantum Many-Body Physics
Background:
- Computing excitation spectra is key for demonstrating quantum device utility.
- Current noisy quantum devices are advancing towards the 'megaquop' regime.
Purpose of the Study:
- Introduce a novel tangent space excitation ansatz for quantum circuits.
- Improve the accuracy and number of excited states computed compared to existing algorithms.
Main Methods:
- Developed a tangent space excitation ansatz inspired by quasiparticle picture and tensor networks.
- Increased circuit depth by one layer to construct tangent space around variational optimum.
- Implemented using the Hadamard test.
Main Results:
- Captured massive low-energy single-particle states.
- Significantly improved number of excited states and accuracy with similar computational cost.
- Demonstrated ansatz in both one and two dimensions.
Conclusions:
- The tangent space excitation ansatz is a scalable and suitable approach for current quantum processors.
- This method offers a distinct mechanism from existing excitation ansatz, avoiding their limitations.
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