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    Multi-beam ptychography (MBP) can be improved using structured probes. Hadamard-based phase masks offer superior robustness and scalability for high-throughput imaging applications.

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    Area of Science:

    • Coherent X-ray imaging
    • Advanced microscopy techniques

    Background:

    • Multi-beam ptychography (MBP) enhances imaging throughput by using multiple simultaneous beams.
    • Increased beam numbers complicate ptychographical reconstructions, reducing robustness.

    Purpose of the Study:

    • To develop a quantitative framework for assessing probe sets in MBP.
    • To identify optimal probe designs for robust and scalable MBP.

    Main Methods:

    • Developed a framework evaluating probe separability, uniformity, and fabrication feasibility.
    • Compared Hadamard-based phase masks, Zernike polynomials, phase plates, and spiral phase masks.
    • Assessed performance across varying scan densities in MBP.

    Main Results:

    • Hadamard-based phase masks consistently outperformed other tested probes in MBP.
    • Spiral phase masks offered comparable resolution but scaled less efficiently.
    • Established practical criteria for structured probe design and evaluation.

    Conclusions:

    • Hadamard masks are superior for robust and scalable MBP.
    • The developed framework aids in designing effective structured probes.
    • Enables more efficient high-throughput coherent imaging.