VENUS: A Geometrical Representation for Quantum State Visualization
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Date
2023
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association and John Wiley & Sons Ltd.
Abstract
Visualizations have played a crucial role in helping quantum computing users explore quantum states in various quantum computing applications. Among them, Bloch Sphere is the widely-used visualization for showing quantum states, which leverages angles to represent quantum amplitudes. However, it cannot support the visualization of quantum entanglement and superposition, the two essential properties of quantum computing. To address this issue, we propose VENUS, a novel visualization for quantum state representation. By explicitly correlating 2D geometric shapes based on the math foundation of quantum computing characteristics, VENUS effectively represents quantum amplitudes of both the single qubit and two qubits for quantum entanglement. Also, we use multiple coordinated semicircles to naturally encode probability distribution, making the quantum superposition intuitive to analyze. We conducted two well-designed case studies and an in-depth expert interview to evaluate the usefulness and effectiveness of VENUS. The result shows that VENUS can effectively facilitate the exploration of quantum states for the single qubit and two qubits.
Description
CCS Concepts: Human-centered computing -> Visualization application domains; Hardware -> Quantum computation
@article{10.1111:cgf.14827,
journal = {Computer Graphics Forum},
title = {{VENUS: A Geometrical Representation for Quantum State Visualization}},
author = {Ruan, Shaolun and Yuan, Ribo and Guan, Qiang and Lin, Yanna and Mao, Ying and Jiang, Weiwen and Wang, Zhepeng and Xu, Wei and Wang, Yong},
year = {2023},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.14827}
}