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=== Data analysis ===
=== Data analysis ===
* Fast profile reconstruction using [[Function parametrization]]<ref>[http://dx.doi.org/10.1016/0010-4655(91)90073-T B.Ph. van Milligen, N.J. Lopes Cardozo, ''Function Parametrization: a fast inverse mapping method'', Comp. Phys. Commun. '''66''' (1991) 243]</ref><ref>[http://iopscience.iop.org/0029-5515/31/2/007 B.Ph. van Milligen et al., ''Application of Function Parametrization to the analysis of polarimetry and interferometry data in TEXTOR'', Nucl. Fusion '''31''' (1991) 309]</ref>
* Fast profile reconstruction using [[Function parametrization]]<ref>[http://dx.doi.org/10.1016/0010-4655(91)90073-T B.Ph. van Milligen, N.J. Lopes Cardozo, ''Function Parametrization: a fast inverse mapping method'', Comp. Phys. Commun. '''66''' (1991) 243]</ref><ref>[http://iopscience.iop.org/0029-5515/31/2/007 B.Ph. van Milligen et al., ''Application of Function Parametrization to the analysis of polarimetry and interferometry data in TEXTOR'', Nucl. Fusion '''31''' (1991) 309]</ref>
* [[Bayesian data analysis]] <ref>B.Ph. van Milligen, T. Estrada, E. Ascasíbar, et al, ''Integrated data analysis at TJ-II: the density profile'', Rev. Sci. Instrum. (2011) Accepted for publication</ref>
* [[Bayesian data analysis]] <ref name="bayes">B.Ph. van Milligen, T. Estrada, E. Ascasíbar, et al, ''Integrated data analysis at TJ-II: the density profile'', Rev. Sci. Instrum. (2011) Accepted for publication</ref>
* [[Biorthogonal decomposition]]
* [[Biorthogonal decomposition]]
* Analysis and interpretation of diagnostic output, e.g., [[TJ-II:Thomson Scattering|Thomson Scattering]]<ref>[http://link.aip.org/link/?RSINAK/74/3998/1 B.Ph. van Milligen et al, ''Revision of TV Thomson scattering data analysis and detection of profile structure'', Rev. Sci. Instrum. '''74''' (2003) 3998]</ref>, [[TJ-II:Reflectometry|Reflectometry]], [[TJ-II:Interferometry|Interferometry]], [[TJ-II:Electron Cyclotron Emission|Electron Cyclotron Emission]], [[TJ-II:Heavy Ion Beam Probe|Heavy Ion Beam Probe]], [[TJ-II:Magnetics|Magnetics]], [[TJ-II:Langmuir Probes|Langmuir Probes]]
* Analysis and interpretation of diagnostic output, e.g.:
** [[TJ-II:Thomson Scattering|Thomson Scattering]]<ref>[http://link.aip.org/link/?RSINAK/74/3998/1 B.Ph. van Milligen et al, ''Revision of TV Thomson scattering data analysis and detection of profile structure'', Rev. Sci. Instrum. '''74''' (2003) 3998]</ref>
** [[TJ-II:Reflectometry|Reflectometry]]<ref name="bayes"></ref>
** [[TJ-II:Interferometry|Interferometry]]
** [[TJ-II:Electron Cyclotron Emission|Electron Cyclotron Emission]]<ref>[http://dx.doi.org/10.1088/0029-5515/36/3/I02 V. Tribaldos and B. P. van Milligen, ''Electron cyclotron emission calculations for TJ-II stellarator'', Nucl. Fusion '''36''', 283 (1996)]</ref>
** [[TJ-II:Heavy Ion Beam Probe|Heavy Ion Beam Probe]]
** [[TJ-II:Magnetics|Magnetics]]
** [[TJ-II:Langmuir Probes|Langmuir Probes]]
** [[TJ-II:Helium Beam|Helium Beam]]
* [[Magnetic island]]s<ref>[http://dx.doi.org/10.1088/0029-5515/33/8/I03 B.Ph. van Milligen, A.C.A.P. van Lammeren, N.J. Lopes Cardozo, F.C. Schüller, and M. Verreck, ''Gradients of electron temperature and density across m=2 islands in RTP'', Nucl. Fusion '''33''' (1993) 1119]</ref>
* [[Magnetic island]]s<ref>[http://dx.doi.org/10.1088/0029-5515/33/8/I03 B.Ph. van Milligen, A.C.A.P. van Lammeren, N.J. Lopes Cardozo, F.C. Schüller, and M. Verreck, ''Gradients of electron temperature and density across m=2 islands in RTP'', Nucl. Fusion '''33''' (1993) 1119]</ref>
* Analysis of [[TJ-II:Turbulence|turbulence]] and transport<ref>[http://link.aip.org/link/?PHPAEN/12/052507/1 B.Ph. Van Milligen et al, ''Additional evidence for the universality of turbulent fluctuations and fluxes in the scrape-off layer region of fusion plasmas'', Phys. Plasmas '''12''' (2005) 052507]</ref><ref>[http://dx.doi.org/10.1088/0029-5515/42/7/301 B.Ph. van Milligen, E. de la Luna, F.L. Tabarés, et al., ''Ballistic transport phenomena in TJ-II'', Nucl. Fusion '''42''' (2002) 787]</ref>
* Analysis of [[TJ-II:Turbulence|turbulence]] and transport<ref>[http://link.aip.org/link/?PHPAEN/12/052507/1 B.Ph. Van Milligen et al, ''Additional evidence for the universality of turbulent fluctuations and fluxes in the scrape-off layer region of fusion plasmas'', Phys. Plasmas '''12''' (2005) 052507]</ref><ref>[http://dx.doi.org/10.1088/0029-5515/42/7/301 B.Ph. van Milligen, E. de la Luna, F.L. Tabarés, et al., ''Ballistic transport phenomena in TJ-II'', Nucl. Fusion '''42''' (2002) 787]</ref>
* [[Bicoherence]]<ref>[http://link.aps.org/doi/10.1103/PhysRevLett.74.395 B.Ph. van Milligen et al, ''Nonlinear phenomena and intermittency in plasma turbulence'', Phys. Rev. Lett. '''74''', 3 (1995) 395]</ref><ref>[http://link.aip.org/link/?PHPAEN/2/3017/1 B.Ph. van Milligen et al, ''Wavelet bicoherence: a new turbulence analysis tool'', Phys. Plasmas '''2''', 8 (1995) 3017]</ref><ref>[http://link.aip.org/link/?RSINAK/68/967/1 B.Ph. van Milligen et al, ''Statistically robust linear and non-linear wavelet analysis applied to plasma edge turbulence'', Rev. Sci. Instrum. '''68''' (1997) 967]</ref><ref>[http://dx.doi.org/10.1088/0029-5515/48/11/115003 B.Ph. van Milligen et al, ''Bicoherence during confinement transitions in the TJ-II stellarator'', Nucl. Fusion '''48''' (2008) 115003]</ref>
* Non-linear and non-standard data analysis methods
** [[Bicoherence]]<ref>[http://link.aps.org/doi/10.1103/PhysRevLett.74.395 B.Ph. van Milligen et al, ''Nonlinear phenomena and intermittency in plasma turbulence'', Phys. Rev. Lett. '''74''', 3 (1995) 395]</ref><ref>[http://link.aip.org/link/?PHPAEN/2/3017/1 B.Ph. van Milligen et al, ''Wavelet bicoherence: a new turbulence analysis tool'', Phys. Plasmas '''2''', 8 (1995) 3017]</ref><ref>[http://link.aip.org/link/?RSINAK/68/967/1 B.Ph. van Milligen et al, ''Statistically robust linear and non-linear wavelet analysis applied to plasma edge turbulence'', Rev. Sci. Instrum. '''68''' (1997) 967]</ref><ref>[http://dx.doi.org/10.1088/0029-5515/48/11/115003 B.Ph. van Milligen et al, ''Bicoherence during confinement transitions in the TJ-II stellarator'', Nucl. Fusion '''48''' (2008) 115003]</ref>
** Hilbert-Huang transform <ref>[http://stacks.iop.org/0029-5515/51/053022 B.A. Carreras et al., ''Reconstruction of intermittent waveforms associated with the zonal flow at the transition leading to the edge shear flow layer'', Nucl. Fusion '''51''' (2011) 053022]</ref>
** Hurst or rescaled-range analysis, structure functions, etc.<ref>[http://link.aip.org/link/?PHPAEN/6/1885/1 B.A. Carreras, B.Ph. van Milligen, et al, ''Experimental evidence of long-range correlation and self-similarity in plasma fluctuations'', Phys. Plasmas '''6''', 5 (1999) 1885]</ref>
* [[TJ-II:Confinement transitions|Confinement transitions]] <ref>[http://dx.doi.org/10.1088/0029-5515/51/1/013005 B.Ph. van Milligen et al, ''A global resonance phenomenon at the TJ-II stellarator'', Nucl. Fusion '''51''' (2011) 013005]</ref>
* [[TJ-II:Confinement transitions|Confinement transitions]] <ref>[http://dx.doi.org/10.1088/0029-5515/51/1/013005 B.Ph. van Milligen et al, ''A global resonance phenomenon at the TJ-II stellarator'', Nucl. Fusion '''51''' (2011) 013005]</ref>
* [[TJ-II:Tomography|Tomography]]
* [[TJ-II:Tomography|Tomography]]
* Hilbert-Huang transform <ref>[http://stacks.iop.org/0029-5515/51/053022 B.A. Carreras et al., ''Reconstruction of intermittent waveforms associated with the zonal flow at the transition leading to the edge shear flow layer'', Nucl. Fusion '''51''' (2011) 053022]</ref>
* Image analysis
* Image analysis


== References ==
== References ==
<references/>
<references/>

Revision as of 11:53, 1 July 2011

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References

  1. ↑ B.Ph. van Milligen, R. Sánchez, and B.A. Carreras, Probabilistic finite-size transport models for fusion: anomalous transport and scaling laws, Phys. Plasmas 11, 5 (2004) 2272
  2. ↑ B.Ph. van Milligen, B.A. Carreras, and R. Sánchez, Uphill transport and the probabilistic transport model, Phys. Plasmas 11, 3787 (2004)
  3. ↑ B.Ph. van Milligen, P.D. Bons, B.A. Carreras and R. Sánchez, On the applicability of Fick's Law to diffusion in inhomogeneous systems, Eur. J. Phys. 26 (2005) 913
  4. ↑ B.Ph. van Milligen, B.A. Carreras and R. Sánchez, The foundations of diffusion revisited, Plasma Phys. Control. Fusion 47 (2005) B743
  5. ↑ B.Ph. van Milligen, I. Calvo, and R. Sánchez, Continuous time random walks in finite domains and general boundary conditions: some formal considerations, J. Phys. A: Math. Theor. 41 (2008) 215004
  6. ↑ B.Ph. van Milligen, B.A. Carreras, V.E. Lynch and R. Sánchez, Pulse propagation in a simple probabilistic transport model, Nucl. Fusion 47 (2007) 189
  7. ↑ B.Ph. van Milligen et al, Quantifying profile stiffness, Plasma and Fusion Research, 3 (2008) S1070
  8. ↑ B.Ph. van Milligen, V. Tribaldos, J.A. Jiménez, A neural network differential equation and plasma equilibrium solver, Phys. Rev. Lett. 75 (1995) 3594
  9. ↑ B.Ph. van Milligen and A. Lopez Fraguas, Expansion of vacuum magnetic fields in toroidal harmonics, Computer Physics Communications 81, Issues 1-2 (1994) 74-90
  10. ↑ B.Ph. van Milligen, N.J. Lopes Cardozo, Function Parametrization: a fast inverse mapping method, Comp. Phys. Commun. 66 (1991) 243
  11. ↑ B.Ph. van Milligen et al., Application of Function Parametrization to the analysis of polarimetry and interferometry data in TEXTOR, Nucl. Fusion 31 (1991) 309
  12. ↑ 12.0 12.1 B.Ph. van Milligen, T. Estrada, E. Ascasíbar, et al, Integrated data analysis at TJ-II: the density profile, Rev. Sci. Instrum. (2011) Accepted for publication
  13. ↑ B.Ph. van Milligen et al, Revision of TV Thomson scattering data analysis and detection of profile structure, Rev. Sci. Instrum. 74 (2003) 3998
  14. ↑ V. Tribaldos and B. P. van Milligen, Electron cyclotron emission calculations for TJ-II stellarator, Nucl. Fusion 36, 283 (1996)
  15. ↑ B.Ph. van Milligen, A.C.A.P. van Lammeren, N.J. Lopes Cardozo, F.C. Schüller, and M. Verreck, Gradients of electron temperature and density across m=2 islands in RTP, Nucl. Fusion 33 (1993) 1119
  16. ↑ B.Ph. Van Milligen et al, Additional evidence for the universality of turbulent fluctuations and fluxes in the scrape-off layer region of fusion plasmas, Phys. Plasmas 12 (2005) 052507
  17. ↑ B.Ph. van Milligen, E. de la Luna, F.L. Tabarés, et al., Ballistic transport phenomena in TJ-II, Nucl. Fusion 42 (2002) 787
  18. ↑ B.Ph. van Milligen et al, Nonlinear phenomena and intermittency in plasma turbulence, Phys. Rev. Lett. 74, 3 (1995) 395
  19. ↑ B.Ph. van Milligen et al, Wavelet bicoherence: a new turbulence analysis tool, Phys. Plasmas 2, 8 (1995) 3017
  20. ↑ B.Ph. van Milligen et al, Statistically robust linear and non-linear wavelet analysis applied to plasma edge turbulence, Rev. Sci. Instrum. 68 (1997) 967
  21. ↑ B.Ph. van Milligen et al, Bicoherence during confinement transitions in the TJ-II stellarator, Nucl. Fusion 48 (2008) 115003
  22. ↑ B.A. Carreras et al., Reconstruction of intermittent waveforms associated with the zonal flow at the transition leading to the edge shear flow layer, Nucl. Fusion 51 (2011) 053022
  23. ↑ B.A. Carreras, B.Ph. van Milligen, et al, Experimental evidence of long-range correlation and self-similarity in plasma fluctuations, Phys. Plasmas 6, 5 (1999) 1885
  24. ↑ B.Ph. van Milligen et al, A global resonance phenomenon at the TJ-II stellarator, Nucl. Fusion 51 (2011) 013005
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