Quantum computing dataset of maximum independent set problem on king lattice of over hundred Rydberg atoms

Abstract Finding the maximum independent set (MIS) of a large-size graph is a nondeterministic polynomial-time (NP)-complete problem not efficiently solvable with classical computations. Here, we present a set of quantum adiabatic computing data of Rydberg-atom experiments performed to solve the MIS...

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Bibliographic Details
Main Authors: Kangheun Kim, Minhyuk Kim, Juyoung Park, Andrew Byun, Jaewook Ahn
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-024-02926-9
Description
Summary:Abstract Finding the maximum independent set (MIS) of a large-size graph is a nondeterministic polynomial-time (NP)-complete problem not efficiently solvable with classical computations. Here, we present a set of quantum adiabatic computing data of Rydberg-atom experiments performed to solve the MIS problem of up to 141 atoms randomly arranged on the king lattice. A total of 582,916 events of Rydberg-atom measurements are collected for experimental MIS solutions of 733,853 different graphs. We provide the raw image data along with the entire binary determinations of the measured many-body ground states and the classified graph data, to offer bench-mark testing and advanced data-driven analyses for validation of the performance and system improvements of the Rydberg-atom approach.
ISSN:2052-4463