Publication Details

Accelerating Quantum Circuit Simulation with Symbolic Execution and Loop Summarization

JOBRANOVÁ, S.; LENGÁL, O.; CHEN, T.; CHEN, Y.; JIANG, J. Accelerating Quantum Circuit Simulation with Symbolic Execution and Loop Summarization. IEEE/ACM International Conference on Computer-Aided Design (ICCAD '24), October 27--31, 2024, New York, NY, USA. Association for Computing Machinery, 2024. p. 0-0. ISBN: 979-8-4007-1077-3.
Czech title
Akcelerace simulace kvantových obvodů pomocí symbolické exekuce a sumarizace smyček
Type
conference paper
Language
English
Authors
Jobranová Sára, Bc. (DITS)
Lengál Ondřej, Ing., Ph.D. (DITS)
CHEN, T.
Chen Yu-Fang
JIANG, J.
Keywords

quantum circuit simulation binary decision diagrams symbolic execution loop summarization

Abstract

Quantum circuit simulation is the basic tool for reasoning over quantum programs. Despite the tremendous advance in the simulator technology in the recent years, the performance of simulators is still unsatisfactory on non-trivial circuits, which slows down the development of new quantum systems. In this work, we develop a loop summarizing simulator based on multi-terminal binary decision diagrams (MTBDDs) with efficiently customized quantum gate operations. The simulator is capable of automatic loop summarization using symbolic execution, which saves repetitive computation for circuits with iterative structures. Experimental results show the simulator outperforms state-of-the-art simulators on some standard circuits, such as Grover's algorithm, by several orders of magnitude.

Published
2024
Proceedings
IEEE/ACM International Conference on Computer-Aided Design (ICCAD '24), October 27--31, 2024, New York, NY, USA
ISBN
979-8-4007-1077-3
Publisher
Association for Computing Machinery
DOI
BibTeX
@inproceedings{BUT189135,
  author="JOBRANOVÁ, S. and LENGÁL, O. and CHEN, T. and CHEN, Y. and JIANG, J.",
  title="Accelerating Quantum Circuit Simulation with Symbolic Execution and Loop Summarization",
  booktitle="IEEE/ACM International Conference on Computer-Aided Design (ICCAD '24), October 27--31, 2024, New York, NY, USA",
  year="2024",
  publisher="Association for Computing Machinery",
  doi="10.1145/3676536.3676711",
  isbn="979-8-4007-1077-3"
}
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