tqix: A toolbox for Quantum in x x: Quantum measurement, quantum tomography, quantum metrology, and others

被引:5
作者
Le Bin Ho [1 ,2 ]
Kieu Quang Tuan [3 ]
Nguyen, Hung Q. [4 ]
机构
[1] Tohoku Univ, Res Inst Elect Commun, Sendai, Miyagi 9808577, Japan
[2] VAST, Ho Chi Minh City Inst Phys, Ho Chi Minh City, Vietnam
[3] Univ Sci, VNUHCM, Ho Chi Minh City, Vietnam
[4] Vietnam Natl Univ, VNU Univ Sci, Nano & Energy Ctr, Hanoi 120401, Vietnam
关键词
Quantum toolbox; Quantum software; Quantum measurement; Quantum metrology; Quantum tomography; !text type='PYTHON']PYTHON[!/text] FRAMEWORK; STATE; SIMULATION; DYNAMICS; QUTIP;
D O I
10.1016/j.cpc.2021.107902
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We present an open-source computer program written in Python language for quantum measurement and related issues. In our program, quantum states and operators, including quantum gates, can be developed into a quantum-object function represented by a matrix. Build into the program are several measurement schemes, including von Neumann measurement and weak measurement. Various numerical simulation methods are used to mimic the real experiment results. We first provide an overview of the program structure and then discuss the numerical simulation of quantum measurement. We illustrate the program's performance via quantum state tomography and quantum metrology. The program is built in a general language of quantum physics and thus is widely adaptable to various physical platforms, such as quantum optics, ion traps, superconducting circuit devices, and others. It is also ideal to use in classroom guidance with simulation and visualization of various quantum systems. Program summary Program Title: tqix: A toolbox for Quantum in X X: Quantum measurement, quantum tomography, quantum metrology, and others. CPC Library link to program files: https://doi.org/10.17632/wxvncw5jkv.1 Developer's repository link: https://vqisinfo.wixsite.com/tqix Code Ocean capsule: https://codeocean.com/capsule/0814109 Licensing provisions: GPLv3 Programming language: Python External routines: NumPy, SciPy, Matplotlib. Nature of problem: tqix is an open-source program providing some convenient tools for quantum measurement, quantum tomography, quantum metrology, and others. Solution method: For quantum measurement, the von Neumann formalism and weal measurement have been used, where the measurement results can be obtained analytically or numerically (simulation) via various back-ends, including the Monte Carlo (mc) and Cumulative Distribution Function (cdf). There is also built-in quantum state tomography using the direct state measurement method, and some common tools for studying quantum metrology. (C) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页数:11
相关论文
共 72 条
[1]  
Ahmed S., 2020, ARXIV201202185
[2]  
[Anonymous], 1930, The Theory of Groups and Quantum Mechanics
[3]   Symmetric informationally complete-positive operator valued measures and the extended Clifford group [J].
Appleby, DM .
JOURNAL OF MATHEMATICAL PHYSICS, 2005, 46 (05)
[4]  
Bandyopadhyay Boykin, 2002, ALGORITHMICA, V34, P512
[5]   Operational link between mutually unbiased bases and symmetric informationally complete positive operator-valued measures [J].
Beneduci, Roberto ;
Bullock, Thomas J. ;
Busch, Paul ;
Carmeli, Claudio ;
Heinosaari, Teiko ;
Toigo, Alessandro .
PHYSICAL REVIEW A, 2013, 88 (03)
[6]  
Bengtsson I, 2007, AIP CONF PROC, V889, P40
[7]   From SICs and MUBs to Eddington [J].
Bengtsson, Ingemar .
QUANTUM GROUPS, QUANTUM FOUNDATIONS, AND QUANTUM INFORMATION: A FESTSCHRIFT FOR TONY SUDBERY, 2010, 254
[8]   Experimental Realization of Quantum Tomography of Photonic Qudits via Symmetric Informationally Complete Positive Operator-Valued Measures [J].
Bent, N. ;
Qassim, H. ;
Tahir, A. A. ;
Sych, D. ;
Leuchs, G. ;
Sanchez-Soto, L. L. ;
Karimi, E. ;
Boyd, R. W. .
PHYSICAL REVIEW X, 2015, 5 (04)
[9]   Improving direct state measurements by using rebits in real enlarged Hilbert spaces [J].
Bin Ho, Le .
PHYSICS LETTERS A, 2019, 383 (04) :289-294
[10]   HOW LARGE A SAMPLE IS NEEDED FOR THE MAXIMUM-LIKELIHOOD ESTIMATOR TO BE APPROXIMATELY GAUSSIAN [J].
BRAUNSTEIN, SL .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1992, 25 (13) :3813-3826