activity
20202025
most citedUnsupervised learning approaches to characterize heterogeneous samples using X-ray single particle imaging

1 citations · 1 across the 3 of their papers we have counts for

collaborators

5 papers

cond-mat.mtrl-sci2025

Direct observation of the exciton polaron by serial femtosecond crystallography on single CsPbBr quantum dots

Zhou Shen, Margarita Samoli, Onur Erdem +28

The outstanding opto-electronic properties of lead halide perovskites have been related to the formation of polarons. Nevertheless, the observation of the atomistic deformation bro…

q-bio.BM2024

Observation of Aerosolization-induced Morphological Changes in Viral Capsids

Abhishek Mall, Anna Munke, Zhou Shen +27

Single-stranded RNA viruses co-assemble their capsid with the genome and variations in capsid structures can have significant functional relevance. In particular, viruses need to r…

cond-mat.mes-hall2024

Resolving non-equilibrium shape variations amongst millions of gold nanoparticles

Zhou Shen, Salah Awel, Anton Barty +36

Nanoparticles, exhibiting functionally relevant structural heterogeneity, are at the forefront of cutting-edge research. Now, high-throughput single-particle imaging (SPI) with x-r…

eess.IV2021★ 1 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…

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…