PL EN


Preferences help
enabled [disable] Abstract
Number of results
2017 | 131 | 1 | 32-33
Article title

Analysis of Radial Dependence of the Localized Magnetic Field using Artificial Neural Networks

Authors
Content
Title variants
Languages of publication
EN
Abstracts
EN
The measurements of the angular distributions of charged particles have a long history in atomic and molecular collision studies. To detect all electrons originating from collision has great importance in experimental studies. Due to the physical constraints of the experimental instruments, electrons in definite angles can be detected. Magnetic angle changer is designed to steer electrons scattered at undetectable angles. The magnetic angle changer is a source of the localized magnetic field. A well-controlled magnetic field in the interaction region changes the angles of the electron trajectories. In this study, artificial neural networks have been performed to obtain variation of the magnetic field strength as a function of radial distance calculated from boundary element method. A stringent quality filter is used for data to produce more robust artificial neural network based prediction. The results indicate that the well-trained artificial neural networks can predict the effect on the radial dependence of the localized magnetic field with tremendous precision. It is believed that this study will introduce a new insight into collision studies.
Keywords
EN
Year
Volume
131
Issue
1
Pages
32-33
Physical description
Dates
published
2017-01
References
  • [1] D. Cubric, D.B. Thompson, D.R. Cooper, G.C. King, F.H. Read, J. Phys. B At. Mol. Opt. Phys. 30, 857 (1997), doi: 10.1088/0953-4075/30/24/001
  • [2] B. Mielewska, G.C. King, F.H. Read, M. Zubek, Chem. Phys. Lett. 311, 428 (1999), doi: 10.1016/S0009-2614(99)00866-0
  • [3] H. Cho, H.S. Lee, Y.S. Park, Radiat. Phys. Chem. 68, 115 (2003), doi: 10.1016/S0969-806X(03)00265-2
  • [4] A. Murray, M. Hussey, W. MacGillivray, G. King, AIP Conf. Proc. 811, 179 (2006), doi: 10.1063/1.2165641
  • [5] L. Klosowski, M. Pivinski, D. Dziczek, K. Wisniewska, S. Chiwirot, Meas. Sci. Technol. 18, 3801 (2007), doi: 10.1088/0957-0233/18/12/015
  • [6] M. Hussey, A.J. Murray, W. MacGillivray, G. King, N. Bowring, J. Phys. Conf. Ser. 88, 012061 (2007), doi: 10.1088/1742-6596/88/1/012061
  • [7] M. Stevenson, B. Lohmann, J. Electron. Spectrosc. Relat. Phenom. 161, 31 (2007), doi: 10.1016/j.elspec.2007.02.030
  • [8] M. Hussey, A.J. Murray, W. MacGillivray, G. King, J. Phys. B At. Mol. Opt. Phys. 41, 055202 (2008), doi: 10.1088/0953-4075/41/5/055202
  • [9] F.H. Read, J.M. Channing, Rev. Sci. Instrum. 67, 2372 (1996), doi: 10.1063/1.1147004
  • [10] B. Mielewska, Radiat. Phys. Chem. 76, 418 (2007), doi: 10.1016/j.radphyschem.2006.01.036
  • [11] D. Cubric, D.J.L. Mercer, J.M. Channing, G.C. King, F.H. Read, J. Phys. B At. Mol. Opt. Phys. 32, 45 (1999), doi: 10.1088/0953-4075/32/3/027
  • [12] A.H. Isik, Acta Phys. Pol. A 127, 1317 (2015), doi: 10.12693/APhysPolA.127.1317
  • [13] A.H. Isik, Acta Phys. Pol. A 127, 1717 (2015), doi: 10.12693/APhysPolA.127.1717
  • [14] N. Isik, Microsc. Microanal. 22, 458 (2016), doi: 10.1017/S1431927616000118
  • [15] N. Isik, A.H. Isik, Acta Phys. Pol. A 129, 628 (2016), doi: 10.12693/APhysPolA.129.628
  • [16] A.H. Isik, N. Isik, Acta Phys. Pol. A 129, 514 (2016), doi: 10.12693/APhysPolA.129.514
Document Type
Publication order reference
YADDA identifier
bwmeta1.element.bwnjournal-article-appv131n108kz
Identifiers
JavaScript is turned off in your web browser. Turn it on to take full advantage of this site, then refresh the page.