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A Monte Carlo ray-tracing simulation of coherent X-ray diffractive imaging
Giovanni Fevola1, Erik Bergbäck Knudsen2, Tiago Ramos1
1Department of Energy Conversion and Storage, Technical University of Denmark, Frederiksborgvej 399, Roskilde 4000, Denmark.
This study explores ray tracing of Huygens wavelets for simulating coherent diffractive imaging (CDI) experiments. This flexible, albeit computationally intensive, method accurately predicts diffraction patterns, offering potential for non-standard CDI configurations.
Area of Science:
- Optics and Photonics
- Computational Physics
- Materials Science
Background:
- Coherent diffractive imaging (CDI) typically relies on thin sample approximations and Fresnel or Fraunhofer propagators for simulation.
- Existing wave-based or hybrid X-ray simulators often employ these standard wavefront propagation methods.
Purpose of the Study:
- To investigate the applicability and effectiveness of an alternative simulation approach for CDI using ray tracing of Huygens wavelets.
- To evaluate the potential and limitations of this ray-tracing-based method for simulating complex CDI scenarios.
Main Methods:
- Simulating diffraction patterns using ray tracing of Huygens wavelets.
- Validating the method by accurately predicting diffraction fringes from a grating-like source.
- Testing the approach with a ptychography dataset from an experiment with realistic parameters.
Main Results:
- The ray tracing of Huygens wavelets accurately predicts diffraction fringes for grating-like sources.
- Diffraction patterns from realistic ptychography data were sufficiently sampled for phase retrieval.
- The method demonstrates potential for simulating non-standard or imperfect CDI configurations.
Conclusions:
- Ray tracing of Huygens wavelets is a viable alternative for simulating coherent diffractive imaging experiments.
- This approach offers high flexibility for exploring a large parameter space, despite significant computational demands.
- It provides a valuable tool for studying complex CDI setups lacking established theoretical models.
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