A multimodal machine-learning framework trained on simulated XAS/EELS spectra infers local element counts and oxygen-vacancy/antisite defects in NMC battery cathode materials.
Tuning of thermal stability in layered Li(NixMnyCoz)O2
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Revealing Local Structures through Machine-Learning- Fused Multimodal Spectroscopy
A multimodal machine-learning framework trained on simulated XAS/EELS spectra infers local element counts and oxygen-vacancy/antisite defects in NMC battery cathode materials.