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Rapid laser solver for the phase retrieval problem.

C Tradonsky1, I Gershenzon1, V Pal1,2

  • 1Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot 7610001, Israel.

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|October 18, 2019
PubMed
Summary
This summary is machine-generated.

Researchers developed a novel optical method using a digital degenerate cavity laser to solve the phase retrieval problem. This physical system rapidly reconstructs objects from scattered light, offering an efficient alternative to slow iterative algorithms.

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Area of Science:

  • Physics
  • Computational Imaging
  • Optics

Background:

  • Phase retrieval is crucial for applications like X-ray imaging and astrophysics.
  • Current indirect iterative algorithms for phase retrieval are slow and inefficient.
  • Direct reconstruction methods for phase retrieval are lacking.

Purpose of the Study:

  • To present a novel optical approach for rapid and efficient phase retrieval.
  • To demonstrate a physical system capable of solving the phase retrieval problem.
  • To explore the potential of tailored physical systems for computational challenges.

Main Methods:

  • Utilized a digital degenerate cavity laser system.
  • Leveraged the most probable lasing mode for object reconstruction.
  • Investigated gain competition between lasing modes as a parallel computing mechanism.

Main Results:

  • Successfully reconstructed objects from scattered intensity distributions.
  • Demonstrated rapid and efficient phase retrieval using the optical approach.
  • Experimental results suggest the system acts as a highly parallel computer.

Conclusions:

  • The digital degenerate cavity laser offers a fast and efficient solution for the phase retrieval problem.
  • This physical computing approach can be generalized to imaging through scattering media and other complex computational tasks.
  • Gain competition in lasing modes provides a powerful mechanism for solving inverse problems.