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20212026
most citedUnsupervised learning approaches to characterize heterogeneous samples using X-ray single particle imaging

1 citations · 1 across the 8 of their papers we have counts for

collaborators

9 papers

physics.optics2026

Train-Resolved Statistical Recovery of Weak SAXS Signals in Liquids at the European XFEL

Carles Serrat, Asier García, Biel Serrat +11

We present a train-resolved SAXS methodology for recovering weak scattering signals from high-repetition-rate XFEL datasets and apply it to aqueous L-cysteine solutions measured at…

cond-mat.mtrl-sci2026

Time Resolved Study of Laser Induced Ultrafast Alloying Processes in Au/Pd Core Shell Nanorods

Abhisakh Sarma, Jayanath C. P. Koliyadu, Romain Letrun +16

Femtosecond laser-induced alloying presents a novel approach to modifying bimetallic systems. Visualizing ultrafast processes during laser-induced alloying is essential to uncover…

physics.optics2025

Nonlinear phenomena in X-ray fluorescence from single nanoparticles under extreme conditions

Sebastian Cardoch, Tamme Wollweber, Sarodi Jonak Dutta +26

Materials exposed to intense femtosecond X-ray pulses with energies above their K-shell absorption edge can enter an extremely ionized state, which could give rise to nonlinear phe…

physics.optics2025

Single-particle incoherent diffractive imaging and amplified spontaneous emission in copper nanocubes

Tamme Wollweber, Sarodi Jonak Dutta, Zhou Shen +26

We demonstrate element-specific incoherent diffractive imaging (IDI) of single copper nanocubes using intensity correlations of K fluorescence at a hard X-ray free-electron lase…

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…

physics.ins-det2024

Development of crystal optics for Multi-Projection X-ray Imaging for synchrotron and XFEL sources

Valerio Bellucci, Sarlota Birnsteinova, Tokushi Sato +27

X-ray Multi-Projection Imaging (XMPI) is an emerging technology that allows for the acquisition of millions of 3D images per second in samples opaque to visible light. This breakth…

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…