Pair-Variational Autoencoders (PairVAE) for Linking and Cross-Reconstruction of Characterization Data from Complementary Structural Characterization Techniques

In material research, structural characterization often requires multiple complementary techniques to obtain a holistic morphological view of the synthesized material. Depending on the availability of and accessibility of the different characterization techniques (e.g., scattering, microscopy, spect...

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Veröffentlicht in:	arXiv.org 2023-05
Hauptverfasser:	Lu, Shizhao, Jayaraman, Arthi
Format:	Artikel
Sprache:	eng
Schlagworte:	Access time Block copolymers Image reconstruction Machine learning Mathematical models Morphology Research facilities Scanning electron microscopy Small angle X ray scattering Structural analysis Workflow
Online-Zugang:	Volltext
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