Technical Physics Letters
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- 2022
Studying LiFePO4 powder samples via X-ray diffraction techniques using artificial neural networks
A set of LiFePO4 samples has been studied by small-angle X-ray scattering (SAXS). Using the technique of artificial neural networks, the shape of SAXS curves has been reconstructed taking into account the hardware function. Estimates of homogeneitiessizes and shapes in the studied LiFePO4 samples have been obtained. Keywords: Small-angle X-ray scattering, artificial neural network, lithium-ion rechargeable batteries, incorrect tasks regularization.
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