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Orbital-free density functional theory with first-quantized quantum subroutines

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arxiv 2407.16191 v1 pith:SZNMW4FX submitted 2024-07-23 quant-ph cond-mat.mtrl-sci

classification quant-phcond-mat.mtrl-sci
keywords groundstatedensityhamiltonianofdftquantumcalculationcomputers
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abstract

In this study, we propose a quantum-classical hybrid scheme for performing orbital-free density functional theory (OFDFT) using probabilistic imaginary-time evolution (PITE), designed for the era of fault-tolerant quantum computers (FTQC), as a material calculation method for large-scale systems. PITE is applied to the part of OFDFT that searches the ground state of the Hamiltonian in each self-consistent field (SCF) iteration, while the other parts such as electron density and Hamiltonian updates are performed by existing algorithms on classical computers. When the simulation cell is discretized into $N_\mathrm{g}$ grid points, combined with quantum phase estimation (QPE), it is shown that obtaining the ground state energy of Hamiltonian requires a circuit depth of $O(\log N_\mathrm{g})$. The ground state calculation part in OFDFT is expected to be accelerated, for example, by creating an appropriate preconditioner from the estimated ground state energy for the locally optimal block preconditioned conjugate gradient (LOBPCG) method.

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Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Quantum State Readout via Overlap-Based Feature Extraction

    quant-ph 2025-05 conditional novelty 6.0 of 10

    A quantum state is read out by measuring overlaps against Lorentzian basis states and fitting the coefficients classically, reducing the number of measurements for localized, continuous states.

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