Optimal fermion-to-qubit mapping via ternary trees with applications to reduced quantum states learning
arXiv:1910.10746 · doi:10.22331/q-2020-06-04-276
Abstract
We introduce a fermion-to-qubit mapping defined on ternary trees, where any single Majorana operator on an -mode fermionic system is mapped to a multi-qubit Pauli operator acting nontrivially on qubits. The mapping has a simple structure and is optimal in the sense that it is impossible to construct Pauli operators in any fermion-to-qubit mapping acting nontrivially on less than qubits on average. We apply it to the problem of learning -fermion reduced density matrix (RDM), a problem relevant in various quantum simulation applications. We show that using the ternary-tree mapping one can determine the elements of all -fermion RDMs, to precision , by repeating a single quantum circuit for times. This result is based on a method we develop here that allows one to determine the elements of all -qubit RDMs, to precision , by repeating a single quantum circuit for times, independent of the system size. This improves over existing schemes for determining qubit RDMs.
10 pages, 3 figures
References in corpus (15)
- Supplementary information for "Quantum supremacy using a programmable superconducting processor"
- Quantum computing with trapped ions
- Reduced Density Matrix Functional for Many-Electron Systems
- Increasing the representation accuracy of quantum simulations of chemistry without extra quantum resources
- Quantum algorithms to simulate many-body physics of correlated fermions
- Application of fermionic marginal constraints to hybrid quantum algorithms
- Quantum Overlapping Tomography
- Unbiased Reduced Density Matrices and Electronic Properties from Full Configuration Interaction Quantum Monte Carlo
- Measurement reduction in variational quantum algorithms
- Calculating energy derivatives for quantum chemistry on a quantum computer
- Bravyi-Kitaev Superfast simulation of fermions on a quantum computer
- Nearly Optimal Measurement Scheduling for Partial Tomography of Quantum States
- Efficient evaluation of quantum observables using entangled measurements
- Quantum codes for quantum simulation of Fermions on a square lattice of qubits
- Majorana loop stabilizer codes for error correction of fermionic quantum simulations
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- Trotter error and gate complexity of the SYK and sparse SYK models
- Local fermion-to-qudit mappings: a practical recipe for four-level systems
- Optimal Fermionic Joint Measurements for Estimating Non-Commuting Majorana Observables
- Quantum information theory on sparse wavefunctions and applications for Quantum Chemistry
- Fast-forwardability of Qubit-mapped Fermion models based on Cartan decomposition
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