activity
20172021
most citedUnsupervised learning approaches to characterize heterogeneous samples using X-ray single particle imaging

1 citations · 1 across the 2 of their papers we have counts for

collaborators

7 papers

eess.IV20211 cited

Unsupervised learning approaches to characterize heterogeneous samples using X-ray single particle imaging

Yulong Zhuang, Salah Awel, Anton Barty +39

One of the outstanding analytical problems in X-ray single particle imaging (SPI) is the classification of structural heterogeneity, which is especially difficult given the low sig…

eess.IV2020

PhaseGAN: A deep-learning phase-retrieval approach for unpaired datasets

Yuhe Zhang, Mike Andreas Noack, Patrik Vagovic +4

Phase retrieval approaches based on DL provide a framework to obtain phase information from an intensity hologram or diffraction pattern in a robust manner and in real time. Howeve…

physics.app-ph2020

3D diffractive imaging of nanoparticle ensembles using an X-ray laser

Kartik Ayyer, P. Lourdu Xavier, Johan Bielecki +34

We report the 3D structure determination of gold nanoparticles (AuNPs) by X-ray single particle imaging (SPI). Around 10 million diffraction patterns from gold nanoparticles were m…

physics.ins-det2019

Megahertz X-ray microscopy at X-ray Free-Electron Laser and Synchrotron sources

Patrik Vagovič, Tokushi Sato, Ladislav Mikeš +17

We demonstrate X-ray phase contrast microscopy performed at the European X-ray Free-Electron Laser sampled at 1.128 MHz rate. We have applied this method to image stochastic proces…

physics.app-ph2018

Experimental 3D Coherent Diffractive Imaging from photon-sparse random projections

K. Giewekemeyer, A. Aquila, N. D. Loh +17

The routine atomic-resolution structure determination of single particles is expected to have profound implications for probing the structure-function relationship in systems rangi…

physics.optics2018

Hard X-ray multi-projection imaging for single-shot approaches

P. Villanueva-Perez, B. Pedrini, R. Mokso +7

Obtaining 3D information from a single X-ray exposure at high-brilliance sources, such as X-ray free-electron lasers (XFELs) [1] or diffraction-limited storage rings [2], allows th…