An interpretable and transferrable vision transformer model for rapid materials spectra classification

Chen, Zhenru; Xie, Yunchao; Wu, Yuchao; Lin, Yuyi; Tomiya, Shigetaka; Lin, Jian

doi:10.1039/d3dd00198a

DOE OSTI · 2281408

An interpretable and transferrable vision transformer model for rapid materials spectra classification

Chen, Zhenru·Xie, Yunchao·Wu, Yuchao·Lin, Yuyi·Tomiya, Shigetaka·Lin, Jian

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Abstract

An interpretable and transferrable Vision Transformer (ViT) model was developed for classifying individual materials from their XRD and FTIR spectra.

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Chen, Zhenru, Xie, Yunchao, Wu, Yuchao, Lin, Yuyi, Tomiya, Shigetaka, Lin, Jian. 2024-02-14. An interpretable and transferrable vision transformer model for rapid materials spectra classification. https://doi.org/10.1039/d3dd00198a

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