Artificial neural networks applied to the analysis of synchrotron nuclear resonant scattering data

Journal of Synchrotron Radiation

Volumn 17, Issue 1, 2010, Pages 86-92

  Planckaert, N ^a   Demeulemeester, J ^a   Laenens, B ^a   Smeets, D ^a   Meersschaut, J ^a   Labbe C ^a   Temst, K ^a   Vantomme, A ^a  

^a KU LEUVEN   (Belgium)

Author keywords

Artificial neural networks; Data analysis; Nuclear resonant scattering

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; CONVENTIONAL ANALYSIS METHOD; DATA ANALYSIS; FE/CR MULTILAYERS; HYPERFINE FIELD; LARGE AMOUNTS OF DATA; NUCLEAR RESONANT SCATTERING; SHORT TIME INTERVALS; SYNCHROTRON SOURCE; TRAINING PHASE;

DATA HANDLING; RELIABILITY ANALYSIS; SCATTERING; SYNCHROTRONS;

NEURAL NETWORKS;

CHROMIUM; IRON;

ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATED PATTERN RECOGNITION; CHEMISTRY; MATERIALS TESTING; METHODOLOGY; RADIATION SCATTERING; SYNCHROTRON; X RAY; X RAY DIFFRACTION;

ALGORITHMS; CHROMIUM; IRON; MATERIALS TESTING; NEURAL NETWORKS (COMPUTER); PATTERN RECOGNITION, AUTOMATED; SCATTERING, RADIATION; SYNCHROTRONS; X-RAY DIFFRACTION; X-RAYS;

EID: 73449133709     PISSN: 09090495     EISSN: 16005775     Source Type: Journal    
DOI: 10.1107/S0909049509042824     Document Type: Article

References (25)

1. Barradas, N. P. & Vieira, A. (2000). Phys. Rev. E, 62, 5818-5829.
2. Barradas, N. P., Vieira, A. & Patr?́cio, R. (2002). Phys. Rev. E, 65, 066703.
3. Bergmann, U., Shastri, S. D., Siddons, D. P., Batterman, B. W. & Hastings, J. B. (1994). Phys. Rev. B, 50, 5957-5961.
4. Bishop, C. M. (1995). Neural Networks for Pattern Recognition. Oxford University Press.
5. Bottyán, L., Deák, L., Dekoster, J., Kunnen, E., Langouche, G., Meersschaut, J., Major, M., Nagy, D. L., Ruter, H. D., Szilágyi, E. & Temst, K. (2002). J. Magn. Magn. Mater. 240, 514-516.
6. Callens, R., L'abbé, C., Meersschaut, J., Serdons, I., Sturhahn, W. & Toellner, T. S. (2005). Phys. Rev. B, 72, 081402(R).
7. De Souza, P. A., Garg, V. K., Klingelhöfer, G., Gellert, R. & Gütlich, P. (2002). Hyperfine Interact. 139/140, 705-714.
8. Duponchel, L., Ruckebusch, C., Huvenne, J. P. & Legrand, P. (1999). J. Near Infrared Spectrosc. 7, 155-166.
9. Fullerton, E. E., Conover, M. J., Mattson, J. E., Sowers, C. H. & Bader, S. D. (1993). Phys Rev. B, 48, 15755-15763.
10. Gerdau, E., Rüffer, R., Winkler, H., Tolksdorf, W., Klages, C. P. & Hannon, J. P. (1985). Phys. Rev. Lett. 54, 835-838.
11. Hanna, S. S., Heberle, J., Perlow, G. J., Preston, R. S. & Vincent, D. H. (1960). Phys. Rev. Lett. 4, 513-515.
12. Keffer, F. & Chow, H. (1973). Phys. Rev. Lett. 31, 1061-1063.
13. L'abbé, C., Meersschaut, J., Sturhahn, W., Jiang, J. S., Toellner, T. S., Alp, E. E. & Bader, S. D. (2004). Phys. Rev. Lett. 93, 037201.
14. Mössbauer, R. L. (1958). Z. Phys. A, 151, 124-143.
15. Paulsen, H., Linder, R., Wagner, F., Winkler, H., Pöppl, S. J. & Trautwein, A. X. (2000). Hyperfine Interact. 126, 421-424.
16. Perlow, G. J., Hanna, S. S., Hamermesh, M., Littlejohn, C., Vincent, D. H., Preston, R. S. & Heberle, J. (1960). Phys. Rev. Lett. 4, 74-75.
17. Röhlsberger, R. (2004). Nuclear Condensed Matter Physics with Synchrotron Radiation: Basic Principles, Methodology and Applications. Berlin: Springer.
18. Röhlsberger, R., Bansmann, J., Senz, V., Jonas, K. L., Bettac, A., Leupold, O., Rüffer, R., Burkel, E. & Meiwes-Broer, K. H. (2001). Phys. Rev. Lett. 86, 5597-5600.
19. Röhlsberger, R., Thomas, H., Schlage, K., Burkel, E., Leupold, O. & Rüffer, R. (2002). Phys. Rev. Lett. 89, 237201.
20. Rüffer, R. & Chumakov, A. I. (1996). Hyperfine Interact. 97/98,589-604.
21. Shvyd'ko, Yu. V. (1999). Phys. Rev. B, 59, 9132-9143.
22. Sturhahn, W. (2000). Hyperfine Interact. 125, 149-172.
23. Sturhahn, W. (2001). Phys. Rev. B, 63, 094105.
24. Toellner, T. S., Sturhahn, W., Röhlsberger, R., Alp, E. E., Sowers C. H. & Fullerton, E. E. (1995). Phys. Rev. Lett. 74, 3475-3478.
25. Wang, R. W., Mills, D. L., Fullerton, E. E., Mattson, J. E. & Bader, S. D. (1994). Phys. Rev. Lett. 72, 920-923.