Data-driven discovery of dynamics from time-resolved coherent scattering
Nina Andrejevic,
Tao Zhou,
Qingteng Zhang
et al.
Abstract:Coherent X-ray scattering (CXS) techniques are capable of interrogating dynamics of nano- to mesoscale materials systems at time scales spanning several orders of magnitude. However, obtaining accurate theoretical descriptions of complex dynamics is often limited by one or more factors—the ability to visualize dynamics in real space, computational cost of high-fidelity simulations, and effectiveness of approximate or phenomenological models. In this work, we develop a data-driven framework to uncover mechanist… Show more
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