Adaptive 3D convolutional neural network-based reconstruction method for 3D coherent diffraction imaging
A Scheinker, R Pokharel - Journal of Applied Physics, 2020 - pubs.aip.org
We present a novel adaptive machine-learning based approach for reconstructing three-
dimensional (3D) crystals from coherent diffraction imaging. We represent the crystals using …
dimensional (3D) crystals from coherent diffraction imaging. We represent the crystals using …
Three-dimensional coherent x-ray diffraction imaging via deep convolutional neural networks
As a critical component of coherent X-ray diffraction imaging (CDI), phase retrieval has been
extensively applied in X-ray structural science to recover the 3D morphological information …
extensively applied in X-ray structural science to recover the 3D morphological information …
Atomic resolution coherent x-ray imaging with physics-based phase retrieval
Coherent x-ray imaging and scattering from accelerator based sources such as synchrotrons
continue to impact biology, medicine, technology, and materials science. Many synchrotrons …
continue to impact biology, medicine, technology, and materials science. Many synchrotrons …
Bragg coherent diffractive imaging for defects analysis: Principles, applications, and challenges
Y Sun, A Singer - Chemical Physics Reviews, 2024 - pubs.aip.org
The ability to visualize crystalline defects and lattice distortions at the nanoscale holds
profound implications for enhancing material properties and optimizing their design. Bragg …
profound implications for enhancing material properties and optimizing their design. Bragg …
Bragg coherent diffraction imaging by simultaneous reconstruction of multiple diffraction peaks
Bragg coherent diffractive imaging (BCDI) is a noninvasive microscopy technique that can
visualize the morphology and internal lattice deviations of crystals with nanoscale spatial …
visualize the morphology and internal lattice deviations of crystals with nanoscale spatial …
4th generation synchrotron source boosts crystalline imaging at the nanoscale
New 4th-generation synchrotron sources, with their increased brilliance, promise to greatly
improve the performances of coherent X-ray microscopy. This perspective is of major interest …
improve the performances of coherent X-ray microscopy. This perspective is of major interest …
3D Bragg coherent diffraction imaging of extended nanowires: defect formation in highly strained InGaAs quantum wells
InGaAs quantum wells embedded in GaAs nanowires can serve as compact near-infrared
emitters for direct integration onto Si complementary metal oxide semiconductor technology …
emitters for direct integration onto Si complementary metal oxide semiconductor technology …
Revealing nano-scale lattice distortions in implanted material with 3D Bragg ptychography
Small ion-irradiation-induced defects can dramatically alter material properties and speed
up degradation. Unfortunately, most of the defects irradiation creates are below the visibility …
up degradation. Unfortunately, most of the defects irradiation creates are below the visibility …
Concurrent multi-peak Bragg coherent x-ray diffraction imaging of 3D nanocrystal lattice displacement via global optimization
In this paper we demonstrated a method to reconstruct vector-valued lattice distortion fields
within nanoscale crystals by optimization of a forward model of multi-reflection Bragg …
within nanoscale crystals by optimization of a forward model of multi-reflection Bragg …
Deep learning initialized phase retrieval
Phase retrieval (PR) consists of estimating 2D or 3D objects from their Fourier magnitudes
and takes a central place in scientific imaging. At present, most iterative methods for PR …
and takes a central place in scientific imaging. At present, most iterative methods for PR …