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08/15/2023
Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research
X-ray diffraction (XRD) is an essential technique to determine a materia...
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03/08/2023
Principal Component Analysis of Two-dimensional Functional Data with Serial Correlation
In this paper, we propose a novel model to analyze serially correlated t...
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09/02/2022
Robust joint modeling of sparsely observed paired functional data
A reduced-rank mixed effects model is developed for robust modeling of s...
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08/21/2021
Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning
Crystal-structure phase mapping is a core, long-standing challenge in ma...
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04/11/2020