Neural EBSD models EBSD data as continuous 4D fields with joint and factorized neural formulations, achieving sub-1% reconstruction error and high compression while supporting continuous analysis.
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cond-mat.mtrl-sci 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
The paper proposes lattice genes as VAE-encoded representations of Kikuchi diffraction patterns and lattice genomes as their spatial maps for analyzing heterogeneity in crystalline microstructures of Ni-base superalloys.
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Neural electron backscatter diffraction
Neural EBSD models EBSD data as continuous 4D fields with joint and factorized neural formulations, achieving sub-1% reconstruction error and high compression while supporting continuous analysis.
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Lattice genome: representation and analysis of heterogeneous crystalline microstructures
The paper proposes lattice genes as VAE-encoded representations of Kikuchi diffraction patterns and lattice genomes as their spatial maps for analyzing heterogeneity in crystalline microstructures of Ni-base superalloys.