| CPC G06F 30/27 (2020.01) [G06N 10/00 (2019.01); G06F 17/16 (2013.01); G06N 10/20 (2022.01); G06N 10/60 (2022.01)] | 15 Claims |
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1. A system, comprising:
a memory that stores computer executable components; and
a processor that executes at least one of the computer executable components that:
generalizes, with respect to a multi-body quantum system comprising at least one of a boson or a fermion, a quantum imaginary time evolution process to provide a quantum imaginary time evolution ansatz process, wherein the generalizing comprises:
associating a metric space of vertices to the multi-body quantum system,
for each vertex of the vertices, associate a respective set of orbitals,
for each orbital of the respective set of orbitals, associate a local Hilbert space with a respective defined number of dimensions and spin, Bose, Fermi type with a local basis comprised of a quantity of real-valued operators that is the respective defined number squared, and
generating a real-valued wavefunction that is based on an imaginary time evolution under a Hamiltonian that is a linear combination of a subset of the real-valued operators mapped onto a product of unitary operators; and
simulates, using at least one tensor network, the real-valued wavefunction of the multi-body quantum system, wherein the at least one tensor network represents the real-valued wavefunction and operator expansion coefficients of the linear combination of the subset of the real-valued operators with a predefined maximum bond to reduce memory employed by the system to store the real-valued wavefunction of the multi-body quantum system.
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