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XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction
XDecomposer learns prior-free multiphase X-ray diffraction decomposition as set prediction to identify constituent phases and proportions without candidate lists. It improves reconstruction accuracy and phase identification across simulated and experimental datasets.
Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 9 of 20 reviewers recommend it
lenient 4/5
medium 5/10
strict 0/5