English

Quantum Computing Dataset of Maximum Independent Set Problem on King's Lattice of over Hundred Rydberg Atoms

Quantum Physics 2024-07-03 v1 Atomic Physics Data Analysis, Statistics and Probability

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's 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.

Keywords

Cite

@article{arxiv.2311.13803,
  title  = {Quantum Computing Dataset of Maximum Independent Set Problem on King's Lattice of over Hundred Rydberg Atoms},
  author = {Kangheun Kim and Minhyuk Kim and Juyoung Park and Andrew Byun and Jaewook Ahn},
  journal= {arXiv preprint arXiv:2311.13803},
  year   = {2024}
}

Comments

10 pages, 4 figures