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Simulating the operation of a quantum computer in a dissipative environment.
Shuocang Zhang1,2, Yinjia Chen1,2, Qiang Shi1,2
1Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Zhongguancun, Beijing 100190, China.
Environmental noise significantly impacts quantum computers. This study uses the hierarchical equations of motion (HEOM) to simulate quantum algorithms, revealing how dissipation affects entangled states and algorithm performance, and proposes a tensor network to handle multi-qubit systems.
Area of Science:
- Quantum Computing
- Quantum Information Science
- Computational Physics
Background:
- Quantum computer operations are susceptible to decoherence from environmental interactions.
- Dissipation negatively impacts entangled quantum states and algorithm efficacy.
Purpose of the Study:
- To simulate quantum computer operations under environmental dissipation using the non-perturbative hierarchical equations of motion (HEOM) method.
- To analyze the effects of dissipation on entangled states and quantum algorithms.
- To develop an efficient method for simulating large multi-qubit systems in dissipative environments.
Main Methods:
- Employed the non-perturbative hierarchical equations of motion (HEOM) method for quantum system simulation.
- Generated and propagated multi-qubit entangled states within Shor's factorizing algorithm.
- Proposed and utilized a two-dimensional tensor network scheme for efficient simulation of many-qubit systems.
Main Results:
- Demonstrated that dissipation leads to a loss of fidelity and mutual information in Shor's algorithm, causing factorization failure.
- Successfully simulated a 21-qubit one-dimensional random circuit model using the proposed tensor network scheme.
- Quantified the detrimental effects of environmental interactions on quantum computational processes.
Conclusions:
- Environmental dissipation poses a significant challenge to the reliable operation of quantum computers.
- The HEOM method, augmented by a two-dimensional tensor network, provides a viable approach for simulating complex quantum systems in noisy environments.
- Accurate simulation of decoherence is crucial for understanding and improving quantum algorithm performance.
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