A software simulator for noisy quantum circuits

被引:3
|
作者
Chaudhary, H. [1 ]
Mahato, B. [1 ]
Priyadarshi, L. [2 ]
Roshan, N. [1 ]
Utkarsh [3 ]
Patel, A. D. [4 ]
机构
[1] Indian Inst Sci, Dept Phys, Bangalore 560012, Karnataka, India
[2] Inst Engn & Technol, Comp Sci & Engn Dept, Lucknow 226021, Uttar Pradesh, India
[3] Int Inst Informat Technol, Ctr Computat Nat Sci & Bioinformat, Hyderabad 500032, India
[4] Indian Inst Sci, Ctr High Energy Phys, Bangalore 560012, Karnataka, India
来源
关键词
Density matrix; IBM Qiskit platform; noisy fluctuations; quantum evolution; quantum logic circuit;
D O I
10.1142/S0129183122501030
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We have developed a software library that simulates noisy quantum logic circuits. We represent quantum states by their density matrices in the Pauli basis, and incorporate possible errors in initialization, logic gates, memory and measurement using simple models. Our quantum simulator is implemented as a new backend on IBM's open-source Qiskit platform. In this paper, we provide its description, and illustrate it with some simple examples.
引用
收藏
页数:20
相关论文
共 50 条
  • [41] A Case for Noisy Shallow Gate-based Circuits in Quantum Machine Learning
    Selig, Patrick
    Murphy, Niall
    Sundareswaran, Ashwin R.
    Redmond, David
    Caton, Simon
    2021 INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC 2021), 2021, : 24 - 34
  • [42] Scalable error mitigation for noisy quantum circuits produces competitive expectation values
    Youngseok Kim
    Christopher J. Wood
    Theodore J. Yoder
    Seth T. Merkel
    Jay M. Gambetta
    Kristan Temme
    Abhinav Kandala
    Nature Physics, 2023, 19 : 752 - 759
  • [43] Low-rank density-matrix evolution for noisy quantum circuits
    Chen, Yi-Ting
    Farquhar, Collin
    Parrish, Robert M.
    NPJ QUANTUM INFORMATION, 2021, 7 (01)
  • [44] Comparative Study of Sampling-Based Simulation Costs of Noisy Quantum Circuits
    Hakkaku, Shigeo
    Fujii, Keisuke
    PHYSICAL REVIEW APPLIED, 2021, 15 (06)
  • [45] Low-rank density-matrix evolution for noisy quantum circuits
    Yi-Ting Chen
    Collin Farquhar
    Robert M. Parrish
    npj Quantum Information, 7
  • [46] Simulating Hydrodynamics on Noisy Intermediate-Scale Quantum Devices with Random Circuits
    Richter, Jonas
    Pal, Arijeet
    PHYSICAL REVIEW LETTERS, 2021, 126 (23)
  • [47] Universal Kardar-Parisi-Zhang scaling in noisy hybrid quantum circuits
    Liu, Shuo
    Li, Ming-Rui
    Zhang, Shi-Xin
    Jian, Shao-Kai
    Yao, Hong
    PHYSICAL REVIEW B, 2023, 107 (20)
  • [48] Estimating Interception Density in the BB84 Protocol: A Study with a Noisy Quantum Simulator
    Fiorini, Francesco
    Pagano, Michele
    Garroppo, Rosario Giuseppe
    Osele, Antonio
    FUTURE INTERNET, 2024, 16 (08)
  • [49] SOFTWARE SIMULATOR
    AAGESEN, J
    BELL SYSTEM TECHNICAL JOURNAL, 1981, 60 (07): : 1475 - 1481
  • [50] Signal propagation and noisy circuits
    Evans, WS
    Schulman, LJ
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (07) : 2367 - 2373