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1

Han, Myoungji, Jihyuk Lim, Junyong Choi, Hyunjoon Kim, Jungjoo Seo, Cheol Yu, Sung-Ryul Kim, and Kunsoo Park. "A Malicious Traffic Detection Method Using X-means Clustering." Journal of KIISE 41, no. 9 (September 15, 2014): 617–24. http://dx.doi.org/10.5626/jok.2014.41.9.617.

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Larasati, Aisyah, Apif Miftahul Hajji, Anik Nur Handayani, Nabila Azzahra, Muhammad Farhan, and Puji Rahmawati. "Profiling Academic Library Patrons using K-means and X-means Clustering." International Journal of Technology 10, no. 8 (December 9, 2019): 1567. http://dx.doi.org/10.14716/ijtech.v10i8.3440.

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3

HO, T. L. "Petrofabric Analysis by Means of X-Ray1." Bulletin of the Geological Society of China 27, no. 1 (May 29, 2009): 389–98. http://dx.doi.org/10.1111/j.1755-6724.1947.mp27001027.x.

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4

Krutzenbichler, A., J. Keimel, and G. Fritsch. "Locally Resolved X-Ray Investigations by Means of X-Ray Optics." Materials Science Forum 133-136 (January 1993): 243–48. http://dx.doi.org/10.4028/www.scientific.net/msf.133-136.243.

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5

Cazaux, J. "Characteristic x-ray imaging by means of filters." X-Ray Spectrometry 28, no. 1 (January 1999): 9–18. http://dx.doi.org/10.1002/(sici)1097-4539(199901/02)28:1<9::aid-xrs299>3.0.co;2-l.

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6

Gunnelin, K., P. Glans, P. Skytt, J. H. Guo, J. Nordgren, and H. Ågren. "Assigning x-ray absorption spectra by means of soft-x-ray emission spectroscopy." Physical Review A 57, no. 2 (February 1, 1998): 864–72. http://dx.doi.org/10.1103/physreva.57.864.

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7

Ebel, H., R. Svagera, and S. Rezai Afshar. "Depth Profiling by Means of X-Ray Fluorescence Analysis." Advances in X-ray Analysis 35, B (1991): 783–94. http://dx.doi.org/10.1154/s0376030800012982.

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Sherman described the excitation of characteristic radiations by primary x-rays and by secondary excitation. The derivation has been made assuming a homogeneous sample. Criss and Birks inverted the problem from the calculation of fluorescent countrates to the quantitative XFA by means of fundamental parameters. Theoretical and instrumental developments enabled a reduction of the sample area and led to small area XFA and imaging XFA sytems. Depth profiling by means of XFA is a further development. We continue the original concept of variable take-off angle technique for the determination of film thicknesses without reference samples and apply the variation of the incidence angle to depth profiling.
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8

Ebel, M. F., H. Ebel, and F. Olcaytug. "Depth Profiling by Means of X-Ray Photoelectron Spectrometry." Advances in X-ray Analysis 35, B (1991): 857–67. http://dx.doi.org/10.1154/s0376030800013070.

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The depth range d of x-ray photoelectron spectrometry (XPS) is determined by the inelastic mean free path λ of photoelectrons . The following considerations are dedicated to a correlation between d and λ.
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9

Tashenov, S., A. Khaplanov, B. Cederwall, and K. U. Schässburger. "Hard X-ray polarimetry by means of Rayleigh scattering." Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 600, no. 3 (March 2009): 599–603. http://dx.doi.org/10.1016/j.nima.2008.11.145.

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10

Zendrato, N., H. W. Dhany, N. A. Siagian, and F. Izhari. "Bigdata Clustering using X-means method with Euclidean Distance." Journal of Physics: Conference Series 1566 (June 2020): 012103. http://dx.doi.org/10.1088/1742-6596/1566/1/012103.

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11

Kayser, Yves, Jacinto Sá, and Jakub Szlachetko. "Depth-Resolved X-ray Absorption Spectroscopy by Means of Grazing Emission X-ray Fluorescence." Analytical Chemistry 87, no. 21 (October 23, 2015): 10815–21. http://dx.doi.org/10.1021/acs.analchem.5b03346.

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12

Kumada, N., N. Ozawa, N. Kinomura, and F. Muto. "Preparation of Li3-x H x TaO4 by means of hydrothermal synthesis and protolysis." Journal of Materials Science 21, no. 12 (December 1986): 4140–42. http://dx.doi.org/10.1007/bf01106519.

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13

Adhitama, Rifki, Auliya Burhanuddin, and Ridho Ananda. "PENENTUAN JUMLAH CLUSTER IDEAL SMK DI JAWA TENGAH DENGAN METODE X-MEANS CLUSTERING DAN K-MEANS CLUSTERIN." JIKO (Jurnal Informatika dan Komputer) 3, no. 1 (April 10, 2020): 1–5. http://dx.doi.org/10.33387/jiko.v3i1.1635.

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14

Li, J. "Investigation of La1−x Ca x FeO3−y (0≦x≦0.50) by means of X—ray diffraction and Mössbauer spectroscopy." Hyperfine Interactions 69, no. 1-4 (April 1992): 573–76. http://dx.doi.org/10.1007/bf02401892.

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15

SUGAWARA, Katsuhiko, Ryusuke KOJIMA, Yuzo OBARA, Akira SATO, and Hideki SHIMADA. "Crack Opening Analysis by means of the X-Rays CT." Shigen-to-Sozai 114, no. 12 (1998): 881–87. http://dx.doi.org/10.2473/shigentosozai.114.881.

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16

CAO, Peng, Bo LI, Wei LI, and Dazhe ZHAO. "Adaptive random subspace ensemble classification aided by X-means clustering." Journal of Computer Applications 33, no. 2 (September 24, 2013): 550–53. http://dx.doi.org/10.3724/sp.j.1087.2013.00550.

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17

Kamminga, J. D., and R. Delhez. "Measurement of dislocation distributions by means of X-ray diffraction." Materials Science and Engineering: A 309-310 (July 2001): 55–59. http://dx.doi.org/10.1016/s0921-5093(00)01665-8.

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18

Golovashkin, A. I., N. D. Kuz’michev, and V. V. Slavkin. "Controllable generation of harmonics by means of YBa2Cu3O7 − x superconductors." Technical Physics 53, no. 10 (October 2008): 1314–18. http://dx.doi.org/10.1134/s1063784208100095.

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19

T. F. Schatzki, R. P. Haff, R. Young, I. Can, L-C. Le, and N. Toyofuku. "DEFECT DETECTION IN APPLES BY MEANS OF X-RAY IMAGING." Transactions of the ASAE 40, no. 5 (1997): 1407–15. http://dx.doi.org/10.13031/2013.21367.

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20

Freyburger, Charline, Fleur Longuetaud, Frédéric Mothe, Thiéry Constant, and Jean-Michel Leban. "Measuring wood density by means of X-ray computer tomography." Annals of Forest Science 66, no. 8 (January 2009): 804. http://dx.doi.org/10.1051/forest/2009071.

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21

CNUDDE, V., B. MASSCHAELE, H. E. V. DE COCK, K. OLSTAD, L. VLAMINCK, J. VLASSENBROECK, M. DIERICK, Y. D. WITTE, L. VAN HOOREBEKE, and P. JACOBS. "Virtual histology by means of high-resolution X-ray CT." Journal of Microscopy 232, no. 3 (December 2008): 476–85. http://dx.doi.org/10.1111/j.1365-2818.2008.02142.x.

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22

Anikina, E. Yu, and V. N. Verbetsky. "Investigation of ZrMn2+x-H2 by means of calorimetric method." Journal of Alloys and Compounds 446-447 (October 2007): 443–46. http://dx.doi.org/10.1016/j.jallcom.2006.12.146.

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23

Lauer, V., F. Bauer, J. Korec, H. L. Huber, and P. Balk. "Fabrication of halfmicron MOSFETs by means of x-ray lithography." Microelectronic Engineering 6, no. 1-4 (December 1987): 215–20. http://dx.doi.org/10.1016/0167-9317(87)90040-2.

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24

Langenberg, A., F. Warmer, G. Fuchert, O. Marchuk, A. Dinklage, Th Wegner, J. A. Alonso, et al. "Impurity transport studies at Wendelstein 7-X by means of x-ray imaging spectrometer measurements." Plasma Physics and Controlled Fusion 61, no. 1 (November 23, 2018): 014030. http://dx.doi.org/10.1088/1361-6587/aaeb74.

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25

Blagov, A. E., M. V. Kovalchuk, A. V. Targonsky, and Y. V. Pisarevsky. "A new method for measuring X-ray rocking curves by means of X-ray acoustooptics." Acta Crystallographica Section A Foundations of Crystallography 67, a1 (August 22, 2011): C325—C326. http://dx.doi.org/10.1107/s0108767311091823.

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26

Betz, H. "Resolution limits in x-ray lithography calculated by means of x-ray lithography simulator XMAS." Journal of Vacuum Science & Technology B: Microelectronics and Nanometer Structures 4, no. 1 (January 1986): 248. http://dx.doi.org/10.1116/1.583450.

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27

Bouillot, J., J. L. Soubeyroux, and F. Luty. "(KCN)x(KCl)1−x: Structural phase diagram revisited by means of neutron thermo-diffractometry." Physica B: Condensed Matter 156-157 (January 1989): 81–84. http://dx.doi.org/10.1016/0921-4526(89)90593-0.

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28

Yang, Dae-Gil, Hun HwangBo, Hyun-Jae Cheon, and Hong-Chul Lee. "Validation Technique of Simulation Model using Weighted F-measure with Hierarchical X-means (WF-HX) Method." Journal of the Korea Academia-Industrial cooperation Society 13, no. 2 (February 29, 2012): 562–74. http://dx.doi.org/10.5762/kais.2012.13.2.562.

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29

Lathe, C., W. Guse, H. Saalfeld, S. Freimann, and S. H. Rahman. "Interpretation of σ-Al2O3 real structure by means of X -ray investigations and the videographic method." Neues Jahrbuch für Mineralogie - Abhandlungen 174, no. 3 (May 26, 1999): 293–304. http://dx.doi.org/10.1127/njma/174/1999/293.

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30

Hafizah, Izatul, and Kiki Vierdayanti. "Probing Supercritical Accretion in Ultraluminous X-ray Source M82 X-1 by means of X-ray Spectral Evolution Analysis." EPJ Web of Conferences 240 (2020): 07005. http://dx.doi.org/10.1051/epjconf/202024007005.

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We analyze the spectral evolution of ultraluminous X-ray source (ULX) M82 X-1 by means of spectral fitting. We use selected Swift/XRT data in 2014 and 2015. The flux of M82 X-1 increased by a factor of 2-3 from 2014 to 2015. Most of the data in 2015 show greater dominance of hard component than those of 2014. Due to moderate signal-to-noise ratio, we only fit each spectrum with power-law and disk blackbody model separately. The data in 2014 are better fitted with powerlaw model based on the value of reduced-chi squared. On the other hand, both powerlaw and diskbb models showed comparable re- duced chi-squared value for the data in 2015. We found that the range of spectral index for 2014 data is 1.65 < Γ < 2.08 and for 2015 data is 1.02 < Γ < 1.95 from the powerlaw model, resembling the range for that of black hole binary system at low mass accretion rate. We obtained higher innermost disk temper- ature from the disk blackbody model, 1.20 keV < Tin < 3.63 keV, compared to that of black hole binary system in the thermal state. The calculated innermost radius of the disk, Rin, varies between 0.99 to 4.89 RS assuming 10 M0 black hole which indicates that the spectral state is not in thermal dominant state but rather we suspect that M82 X-1 exhibits greater mass accretion rate than that of the thermal dominant state.
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31

SUGAWARA, Katuhiko, Akira SATO, Yuzo OBARA, and Masahide YANAGISAKO. "Measurement of Permeability of Rock by Means of X-Ray CT." Shigen-to-Sozai 115, no. 11 (1999): 803–8. http://dx.doi.org/10.2473/shigentosozai.115.803.

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32

OSAMURA, Kozo. "Structure analysis by means of X-ray and neutron diffraction techniques." Journal of Japan Institute of Light Metals 42, no. 10 (1992): 593–601. http://dx.doi.org/10.2464/jilm.42.593.

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33

Barouch, G., S. Legoupil, B. Stutz, and R. Woo. "Measurements within cloud cavitation by means of X-ray attenuation device." Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms 213 (January 2004): 503–6. http://dx.doi.org/10.1016/s0168-583x(03)01611-2.

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34

Wollmer, Per, Ulf Albrechtsson, Kerstin Brauer, Leif Eriksson, Börn Jonson, and Ulf Tylèn. "Measurement of Pulmonary Density by Means of X-ray Computerized Tomography." Chest 90, no. 3 (September 1986): 387–91. http://dx.doi.org/10.1378/chest.90.3.387.

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35

Albert, F., Ph Zeitoun, P. Jaeglé, D. Joyeux, M. Boussoukaya, A. Carillon, S. Hubert, et al. "Metal-surface mapping by means of soft-x-ray laser interferometry." Physical Review B 60, no. 15 (October 15, 1999): 11089–94. http://dx.doi.org/10.1103/physrevb.60.11089.

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36

Müller, Karl Paul. "Simulation of X-Ray Mask Repair by Means of FIB-Technology." Japanese Journal of Applied Physics 28, Part 1, No. 11 (November 20, 1989): 2348–53. http://dx.doi.org/10.1143/jjap.28.2348.

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37

Liu, Q., H. Lakner, F. Scheffer, A. Lindner, and W. Prost. "Analysis of ordering in GaInP by means of x‐ray diffraction." Journal of Applied Physics 73, no. 6 (March 15, 1993): 2770–74. http://dx.doi.org/10.1063/1.353052.

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38

Cnudde, V., M. Boone, J. Dewanckele, M. Dierick, L. Van Hoorebeke, and P. Jacobs. "3D characterization of sandstone by means of X-ray computed tomography." Geosphere 7, no. 1 (February 2011): 54–61. http://dx.doi.org/10.1130/ges00563.1.

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39

Koenig, R., and L. Torrance. "Antigenic Analysis of Potato Virus X by Means of Monoclonal Antibodies." Journal of General Virology 67, no. 10 (October 1, 1986): 2145–51. http://dx.doi.org/10.1099/0022-1317-67-10-2145.

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40

Hidayat, Taofik, and Bramantiyo Eko Putro. "Analisis Karakteristik Konsumen Hotel “X” dengan Menggunakan Metode K-Means Clustering." Jurnal Media Teknik dan Sistem Industri 4, no. 2 (September 30, 2020): 53. http://dx.doi.org/10.35194/jmtsi.v4i2.995.

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Abstract— Hotel "X" has a problem with a marketing strategy that is incompatible with the characteristics of consumers staying at the hotel "X". This is because the hotel "X" does not yet know the characteristics of its consumers. The marketing strategy that is not optimal also affects the occupancy rate of the "X" hotel. This problem can be seen from the fluctuating number of overnight stayers. So that the number of hotel visitors is small. The purpose of this study is to determine the marketing strategy that is following the characteristics of consumers in the hotel "X", using the K-means clustering method. The research data collection was done by collecting secondary data based on historical data of Hotel "X", which amounted to 725 transactions. The data collected is data on gender, room type, travel companions, length of stay, price, area of origin, booking method. Data processing using the k-means clustering method was carried out with the help of SPSS 20. The results of the analysis of the k-means clustering method were gender, type of room booked, number of friends, length of stay, room price ordered, nationality, booking method. This study obtained 3 clusters. The first cluster is a cluster that often books economical rooms and orders online called online-low customer. The second cluster is the medium customer, namely the consumer cluster that orders middle classrooms, and the 3rd cluster which is similar to the 1st cluster but ordering through media other than online, namely the offline-manual customer.Keywords— Consumer characteristic, Hotel, K-means clustering. Abstrak— Hotel “X” memiliki permasalahan pada strategi pemasaran yang tidak sesuai dengan karakteristik konsumen yang menginap di hotel “X”. Hal ini dikarenakan hotel “X” belum mengetahui karakteristik konsumennya. Strategi pemasaran yang belum maksimal juga mempengaruhi tingkat okupansi hotel “X”. Permasalahan ini terlihat dari jumlah penginap selama 1 bulan yang fluktuatif. Sehingga jumlah pengujung hotel sedikit. Tujuan penelitian ini untuk mengetahui strategi pemasaran yang sesuai dengan karakteristik konsumen di hotel “X”, dengan metode K-means clustering. Pengumpulan data penelitian dilakukan dengan cara mengumpulkan data sekunder berdasarkan data historis Hotel “X” yang berjumlah 725 transaksi. Data yang dikumpulkan adalah data jenis kelamin, tipe kamar, teman perjalanan, lama menginap, harga, asal daerah, metode booking. Pengolahan data dengan metode k-means clustering dilakukan dengan bantuan SPSS 20. Hasil analisis dari metode k-means clustering faktor yang berpengaruh adalah jenis kelamin, tipe kamar yang dipesan, jumlah teman, lama menginap, harga kamar yang di pesan, kewarganegaraan, metode booking. Penelitian ini memperoleh 3 cluster. Cluster pertama merupakan cluster yang sering memesan kamar ekonomis dan memesan secara daring disebut ­online-low customer. Cluster ke-2 bernama medium customer yaitu cluster konsumen yang memesan kamar kelas menengah, dan cluster ke-3 yang mirip dengan cluster ke-1 tapi memesan melalui media selain daring yaitu offline-manual customer.Kata kunci— Karakteristik konsumen, Hotel, K-means clustering.
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41

Roopha Devi, K. G. Rani, and R. Mahendra Chozhan. "Periapical Dental X-Ray Image Segmentation by Using K- Means Clustering." Special Issue 5, Special Issue 1 (2019): 478–87. http://dx.doi.org/10.23883/ijrter.conf.20190322.061.z1l7x.

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42

Radwan, Abdelrahman, Nazhatul Hafizah Kamarudin, Mahmud Iwan Solihin, Chun Kit Ang, Hungyang Leong, and Mohamed Rizon. "Implementation of the X-means Clustering Algorithm for Wireless Sensor Networks." Proceedings of International Conference on Artificial Life and Robotics 25 (January 13, 2020): 333–37. http://dx.doi.org/10.5954/icarob.2020.os10-4.

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43

de Lange, J. J., and J. P. W. Houtman. "Identification of crystalline organic compounds by means of X-ray analysis." Recueil des Travaux Chimiques des Pays-Bas 65, no. 12 (September 3, 2010): 891–96. http://dx.doi.org/10.1002/recl.19460651205.

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44

Müller, Karl Paul. "Simulation of X-Ray Mask Repair by Means of FIB-Technology." Japanese Journal of Applied Physics 29, Part 1, No. 1 (January 20, 1990): 219B. http://dx.doi.org/10.1143/jjap.29.219b.

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45

Tapfer, L., M. Ospelt, and H. von Känel. "Monolayer resolution by means of x‐ray interference in semiconductor heterostructures." Journal of Applied Physics 67, no. 3 (February 1990): 1298–301. http://dx.doi.org/10.1063/1.345680.

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46

Müller, G. "Enantiomorph-polarity estimation by means of Flack's x refinement: practical experiences." Acta Crystallographica Section B Structural Science 44, no. 3 (June 1, 1988): 315–18. http://dx.doi.org/10.1107/s0108768188000035.

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47

Lopez-Sanchez, Juan M., Shane R. Cloude, and J. David Ballester-Berman. "Rice Phenology Monitoring by Means of SAR Polarimetry at X-Band." IEEE Transactions on Geoscience and Remote Sensing 50, no. 7 (July 2012): 2695–709. http://dx.doi.org/10.1109/tgrs.2011.2176740.

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48

Mukhamedzhanov, E. Kh, and C. Bocchi. "Quantitative X-ray standing-wave phase analysis by means of photoelectrons." Journal of Applied Crystallography 33, no. 6 (December 1, 2000): 1430–33. http://dx.doi.org/10.1107/s0021889800012036.

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Quantitative information on a subsurface layer structure is obtained through the determination of the photoelectron escape depth by using the photoelectrons emitted by an X-ray standing wavefield in the range of dynamical X-ray diffraction from high-quality crystals. A simple method to determine the mean escape depthLof low-energy-loss photoelectrons is proposed, based on the analysis of the phase of the X-ray standing wavefield in a specially designed epitaxic structure grown by molecular-beam epitaxy. The valueL= 24 nm is obtained for GaSb crystals with CuKα1radiation as a probe. As an example of the complimentary application of the technique, an Sb-based single-quantum-well structure was analysed by using both high-resolution X-ray diffraction and the X-ray standing-wave method.
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49

Jonckheer, Marc H. "Clinical Usefulness of Thyroid Imaging by Means of X-Ray Fluorescence." Hormone Research 26, no. 1-4 (1987): 42–47. http://dx.doi.org/10.1159/000180684.

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50

Šimůnek, A., O. Šipr, S. Bocharov, D. Heumann, and G. Dräger. "Unoccupied electron states ofTiS2studied by means of polarized x-ray absorption." Physical Review B 56, no. 19 (November 15, 1997): 12232–37. http://dx.doi.org/10.1103/physrevb.56.12232.

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