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Chem-XRD: Multimodal XRD Phase Classification by ahmadreza.safara is a document available to read on EtoBox.
What is Chem-XRD: Multimodal XRD Phase Classification about?
The document presents Chem-XRD, a multimodal framework utilizing vision transformer architecture to classify phases of crystalline solids from X-ray diffraction (XRD) spectra, enhanced by elemental priors. This approach addresses challenges in phase identification due to overlapping peaks and phase mixtures by integrating structural and elemental data, resulting in improved accuracy and interpretability. The model demonstrates significant performance gains in both single-phase and multiphase identification
- Author
- ahmadreza.safara
- Language
- EN