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Published on: August 2, 2019
Systematic dimensionality reduction for continuous-time quantum walks of interacting fermions
1School of Physics, University of Western Australia, Crawley, Western Australia 6009, Australia.
This study introduces a novel algorithm to simulate interacting fermionic continuous-time quantum walks (CTQWs). The method reduces computational complexity by removing redundant quantum states, preventing exponential resource increase.
Area of Science:
- Quantum computing
- Quantum simulation
- Computational physics
Background:
- Continuous-time quantum walks (CTQWs) are a powerful tool for quantum simulation.
- Simulating multiparticle CTQWs often requires large Hilbert spaces, especially for indistinguishable particles.
- Current methods for simulating fermionic CTQWs face challenges with state space size.
Purpose of the Study:
- To develop a method for simulating interacting fermionic CTQWs with a reduced state space.
- To address the computational challenges associated with simulating indistinguishable quantum particles.
- To modify the graph structure used in CTQW simulations for fermionic systems.
Main Methods:
- Developing an algorithm to systematically remove redundant and forbidden quantum states.
- Modifying the Cartesian graph product structure used for multiparticle CTQWs.
- Applying fermionic statistics to the propagated state vector.
Main Results:
- A significant reduction in the effective dimension of the Hilbert space for fermionic CTQWs.
- The classical computational resources required do not increase exponentially with the number of interacting fermions.
- Enabling more efficient classical simulations of fermionic quantum systems.
Conclusions:
- The proposed algorithm offers a more efficient approach to simulating interacting fermionic CTQWs.
- This method overcomes the exponential scaling issue of computational resources.
- It paves the way for simulating larger and more complex fermionic quantum systems.
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