Multi-scale time-resolved electron diffraction: A case study in moir\'e materials
C. J. R. Duncan, M. Kaemingk, W. H. Li, M. B. Andorf, A. C. Bartnik,, A. Galdi, M. Gordon, C. A. Pennington, I. V. Bazarov, H. J. Zeng, F. Liu, D., Luo, A. Sood, A. M. Lindenberg, M. W. Tate, D. A. Muller, J. Thom-Levy, S. M., Gruner, J. M. Maxson

TL;DR
This paper demonstrates the use of a high-frame-rate hybrid pixel electron detector in ultrafast electron diffraction to study atomic motion and thermal transport in moiré heterobilayers, achieving high temporal and spatial resolution.
Contribution
It introduces a novel application of a high-performance hybrid pixel detector for ultrafast electron diffraction in moiré materials, enabling detailed time-resolved structural analysis.
Findings
Resolved diffuse scattering and moiré superlattice features.
Achieved shot-noise-limited diffraction difference imaging.
Mapped thermal transport and diffusion mechanisms in WSe₂/MoSe₂.
Abstract
Ultrafast-optical-pump -- structural-probe measurements, including ultrafast electron and x-ray scattering, provide direct experimental access to the fundamental timescales of atomic motion, and are thus foundational techniques for studying matter out of equilibrium. High-performance detectors are needed in scattering experiments to obtain maximum scientific value from every probe particle. We deploy a hybrid pixel array direct electron detector to perform ultrafast electron diffraction experiments on a WSe/MoSe 2D heterobilayer, resolving the weak features of diffuse scattering and moir\'e superlattice structure without saturating the zero order peak. Enabled by the detector's high frame rate, we show that a chopping technique provides diffraction difference images with signal-to-noise at the shot noise limit. Finally, we demonstrate that a fast detector frame rate coupled with…
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Taxonomy
TopicsMachine Learning in Materials Science · Thermography and Photoacoustic Techniques · Advanced Chemical Physics Studies
