A team of international researchers has developed an efficient light propagation algorithm using quantum computers. The algorithm, based on the beam propagation method, calculates how waves propagate in time and space. The team demonstrated that the propagation can be performed as a quantum algorithm, reducing computational complexity exponentially. The quantum beam propagation method was demonstrated in one and two-dimensional systems. The researchers’ approach to solving wave propagation for modern optics is a significant step forward in quantum computing. The efficiency of quantum algorithms in treating interference problems suggests potential for exponential speedup over classical algorithms.
What is the Efficient Light Propagation Algorithm using Quantum Computers?
A team of researchers, including Chanaprom Cholsuk, Siavash Davani, Lorc an O Conlon, Tobias Vogl, and Falk Eilenberger, from various institutions such as the Abbe Center of Photonics Institute of Applied Physics, Friedrich Schiller University Jena, Department of Computer Engineering School of Computation, Information and Technology Technical University of Munich, Max Planck School of Photonics, Centre for Quantum Computation and Communication Technology, Department of Quantum Science Australian National University, and Fraunhofer Institute for Applied Optics and Precision Engineering IOF, have developed an efficient light propagation algorithm using quantum computers.
The algorithm is based on the beam propagation method, a cornerstone in modern optics, which calculates how waves with a specific dispersion relation propagate in time and space. The algorithm solves the wave propagation equation by Fourier transformation, multiplication with a transfer function, and subsequent back transformation. The transfer function is determined from the respective dispersion relation, which can often be expanded as a polynomial.
In the case of paraxial wave propagation in free space or picosecond pulse propagation, this expansion can be truncated after the quadratic term. The classical solution to the wave propagation requires O(NlogN) computation steps, where N is the number of points into which the wave function is discretized.
How Does the Quantum Algorithm Work?
The researchers demonstrated that the propagation can be performed as a quantum algorithm with O(logN)^2 single-controlled phase gates, indicating exponentially reduced computational complexity. This quantum beam propagation method (QBPM) was demonstrated in both one and two-dimensional systems for the double-slit experiment and Gaussian beam propagation.
The team highlighted the importance of the selection of suitable observables to retain the quantum advantage in the face of the statistical nature of the quantum measurement process, which leads to sampling errors that do not exist in classical solutions.
Quantum algorithms have been expedited to overcome the boundary of the problems unsolvable by classical computation and also speed up classical algorithms. Recent accomplishments in wave physics have demonstrated quantum advantage for solving the Poisson equation, computing the electromagnetic scattering cross sections, and simulating non-classical interference phenomena.
What are the Implications of this Quantum Algorithm?
The implications of this quantum algorithm are significant. Quantum computers have potentially performed tasks or measurements that cannot be done classically, such as in quantum sensing, quantum communication, and interferometry.
Among the most prominent quantum algorithms are those which leverage the quantum Fourier transform (QFT) to efficiently convert between real space and Fourier space representations. These include quantum phase estimation (QPE) and Shor’s algorithm, among many others.
From a physical point of view, Fourier transformations are a particularly powerful tool to solve linear differential equations such as those encountered in wave propagation. Hence, solving wave propagation problems in quantum computers is an active area of research.
How Does this Quantum Algorithm Differ from Previous Studies?
Unlike prior studies of wave propagation by quantum computers, this research focuses on solving wave propagation from the Helmholtz equation. The Helmholtz equation is a partial differential equation named after Hermann von Helmholtz that describes the propagation of waves such as sound waves or light waves.
The researchers’ approach to solving the wave propagation for modern optics remains unrealized so far. However, their work represents a significant step forward in the field of quantum computing and its application to solving complex problems in physics.
What is the Future of Quantum Algorithms in Wave Propagation?
The future of quantum algorithms in wave propagation looks promising. The efficiency with which quantum algorithms can treat interference problems has been demonstrated, highlighting the potential for exponential speedup over the best known classical algorithms.
Furthermore, the use of the quantum Fourier transform (QFT) to efficiently convert between real space and Fourier space representations opens up new possibilities for solving complex wave propagation problems.
As research in this area continues, we can expect to see further breakthroughs in the use of quantum computers to solve problems that are currently unsolvable by classical computation. This will have far-reaching implications for a range of fields, from physics to computer science to engineering.
Publication details: “Efficient Light Propagation Algorithm using Quantum Computers”
Publication Date: 2024-02-26
Authors: Chanaprom Cholsuk, Siavash Davani, Lorcán O. Conlon, Thomas Vogl, et al.
Source: Physica Scripta
DOI: https://doi.org/10.1088/1402-4896/ad2d4c
