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Koopman--von Neumann Molecular Dynamics for Green--Kubo Transport Coefficients

arXiv
Authors: Masari Watanabe, Hirofumi Nishi, Taichi Kosugi, Shigekazu Hidaka, Ryo Sakurai, Yu-ichiro Matsushita

Year

2026

Paper ID

67530

Status

Preprint

Abstract Read

~2 min

Abstract Words

263

Citations

0

Abstract

We formulate the Green--Kubo transport coefficients of classical molecular dynamics as a readout problem for quantum algorithms using the Koopman--von Neumann (KvN) representation. Both NVE and Nosé--Hoover-type NVT dynamics are derived as unitary evolutions on Hilbert spaces associated with the corresponding classical phase spaces. Numerical benchmarks on finite grids show that the discretization error in the correlation function decreases as a power law in the number of grid points Nz. Equivalently, with Nz=2nz, the error decreases exponentially in the register size nz, so a target accuracy ε requires nz=mathcal{O}\(log(1/ε\)) qubits. To read out a transport coefficient, we input a flux-excited state to quantum phase estimation (QPE). The probability P0 of measuring the QPE ancilla register in the all-zero state corresponds to a Bartlett-windowed Green--Kubo integral. With maximum-likelihood amplitude estimation, the statistical estimation of P0 defined by this QPE oracle improves from the Nrm queries-1/2 scaling of direct shot sampling to scaling close to Nrm queries-1. Our circuit-resource analysis shows that one step of the NVE propagator can be built with mathcal{O}\(n2\) CX gates, where n=nx+np is the total number of position and momentum qubits. For the NVT propagator, the centered-difference Pauli-decomposition implementation of the Nosé--Hoover friction term scales as mathcal{O}\(n_ξnp 2np\), where np and n_ξ are the numbers of momentum and thermostat qubits, respectively. The proposed framework is a concrete step toward translating the principles of quantum algorithms into the transport-coefficient calculations required in practical molecular simulation.

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  • We formulate the Green--Kubo transport coefficients of classical molecular dynamics as a readout problem for quantum algorithms using the Koopman--von Neumann (KvN) representation.

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