Researching | Background sequence prediction for TXM-XANES based on polynomial regression and linear interpolation

Journals >NUCLEAR TECHNIQUES >Volume 47 >Issue 3 >Page 030102 > Article

NUCLEAR TECHNIQUES
Vol. 47, Issue 3, 030102 (2024)

Background sequence prediction for TXM-XANES based on polynomial regression and linear interpolation

Yanjun XING^1、2、3, Ruoyang GAO^2、3、4, Ling ZHANG^2、3, Fen TAO^2、3, Yi LIU^1、**, and Biao DENG^{2、3、4、*}

Author Affiliations

¹University of Shanghai for Science and Technology, Shanghai 200093, China

²Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China

³Shanghai Synchrotron Radiation Facility, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201204, China

⁴University of Chinese Academy of Sciences, Beijing 100049, China

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DOI: 10.11889/j.0253-3219.2024.hjs.47.030102 Cite this Article

Yanjun XING, Ruoyang GAO, Ling ZHANG, Fen TAO, Yi LIU, Biao DENG. Background sequence prediction for TXM-XANES based on polynomial regression and linear interpolation[J]. NUCLEAR TECHNIQUES, 2024, 47(3): 030102 Copy Citation Text

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References

[1] TAO Fen, ZHANG Ling, SU Bo et al. Design, development and commissioning of 3D nano image beamline at Shanghai synchrotron radiation facility[J]. Acta Optica Sinica, 42, 245-251(2022).

[2] SU Bo, TAO Fen, LI Ke et al. Image alignment for synchrotron radiation based X-ray nano-CT[J]. Acta Physica Sinica, 70, 53-67(2021).

[3] Zhang L, Tao F, Wang J et al. The 3D nanoimaging beamline at SSRF[J]. Nuclear Science and Techniques, 34, 201(2023).

[4] Weker J N, Liu N, Misra S et al. Insitu nanotomography and operando transmission X-ray microscopy of micron-sized Ge particles[J]. Energy & Environmental Science, 7, 2771-2777(2014).

[5] Yang Y, Xu Z R, Steiner J D et al. Quantitative probing of the fast particle motion during the solidification of battery electrodes[J]. Applied Physics Letters, 116, 081904(2020).

[6] Li W J, Wang N, Chen J et al. Quantitative study of interior nanostructure in hollow zinc oxide particles on the basis of nondestructive X-ray nanotomography[J]. Applied Physics Letters, 95, 053108(2009).

[7] Duan P Q, Bao H L, Li J et al. In-situ high-energy-resolution X-ray absorption spectroscopy for UO2 oxidation at SSRF[J]. Nuclear Science and Techniques, 28, 2(2017).

[8] Zhang M L, Wang L H, Zhang L L et al. Influence of copper element distribution and speciation on the color of Chinese underglaze copper-red porcelain in the Yuan dynasty[J]. Nuclear Science and Techniques, 30, 114(2019).

[9] Meirer F, Weckhuysen B M. Spatial and temporal exploration of heterogeneous catalysts with synchrotron radiation[J]. Nature Reviews Materials, 3, 324-340(2018).

[10] MEI Bingbao. Synchrotron radiation high-energy-resolution XES and XAFS methods and their application in the research of electrocatalysis[D](2021).

[11] YUAN Jing, LUO Liqiang. Synchrotron μ-XRF and XAFS in element distribution and speciation of air, soil and biological samples[J]. Nuclear Techniques, 37, 080101(2014).

[12] Su B, Gao R Y, Tao F et al. Dual U-Net based feature map algorithm for automatic projection alignment of synchrotron nano-CT[J]. Nuclear Instruments and Methods in Physics Research A, 1040, 167242(2022).

[13] Zhang L, Tao F, Du G H et al. In-house design hard X-ray transmission microscope at SSRF[J]. Nuclear Instruments and Methods in Physics Research A, 1057, 168781(2023).

[14] WEI Chenxi. Research on stability of cathode materials of Li-ion battery based on X-ray spectro-microscopy[D](2020).

[15] Wei C X, Xia S H, Huang H et al. Mesoscale battery science: the behavior of electrode particles caught on a multispectral X-ray camera[J]. Accounts of Chemical Research, 51, 2484-2492(2018).

[16] Guttmann P, Bittencourt C, Rehbein S et al. Nanoscale spectroscopy with polarized X-rays by NEXAFS-TXM[J]. Nature Photonics, 6, 25-29(2012).

[17] WANG Liguang. Study of charge and discharge properties for sodium/lithium storage materials via the synchrotron-based techniques[D](2018).

[18] Waychunas G A. Synchrotron radiation XANES spectroscopy of Ti in minerals: Effects of Ti bonding distances, Ti valence, and site geometry on absorption edge structure[J]. American Mineralogist, 72, 89-101(1987).

[19] LIAO Bin, ZHANG Tao, YU Jiong et al. QPR-NN: a new recommendation algorithm combining quadric polynomial regression and neural network[J]. Journal of Xi'an Jiaotong University, 53, 79-87(2019).

[20] ZHONG Baojiang, LU Zhifang, JI Jiahuan. Review on image interpolation techniques[J]. Journal of Data Acquisition and Processing, 31, 1083-1096(2016).

[21] HUANG Yuanzhong, LIAO Xiaohua, LU Qinghua. Infrared images interpolation algorithm combining bilinear interpolation and local mean[J]. Computing Technology and Automation, 39, 133-137(2020).

[22] Liu Y J, Meirer F, Williams P A et al. TXM-Wizard: a program for advanced data collection and evaluation in full-field transmission X-ray microscopy[J]. Journal of Synchrotron Radiation, 19, 281-287(2012).

[23] TONG Yubing, ZHANG Qishan, QI Yunping. Image quality assessing by combining PSNR with SSIM[J]. Journal of Image and Graphics, 11, 1758-1763(2006).

[24] Wang Z, Bovik A C, Sheikh H R et al. Image quality assessment: from error visibility to structural similarity[J]. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 13, 600-612(2004).

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Yanjun XING, Ruoyang GAO, Ling ZHANG, Fen TAO, Yi LIU, Biao DENG. Background sequence prediction for TXM-XANES based on polynomial regression and linear interpolation[J]. NUCLEAR TECHNIQUES, 2024, 47(3): 030102

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