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Volumn 33, Issue 1, 2014, Pages 282-293

Boosting techniques for physics-based vortex detection

Author keywords

flow visualization; machine learning; methods and applications; scientific visualization; visualization

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL FLUID DYNAMICS; DATA VISUALIZATION; FLOW OF FLUIDS; FLOW VISUALIZATION; LEARNING ALGORITHMS; LEARNING SYSTEMS; SIGNAL DETECTION; VISUALIZATION; VORTEX FLOW;

EID: 84894559383     PISSN: 01677055     EISSN: 14678659     Source Type: Journal    
DOI: 10.1111/cgf.12275     Document Type: Article
Times cited : (29)

References (43)
  • 1
    • 84894578498 scopus 로고    scopus 로고
    • Evaluation of a dynamic hybrid rans/les modeling methodology for attached and separated flows
    • [AWT].(under review)
    • [AWT], Alam M., Walters D., Thompson D.,: Evaluation of a dynamic hybrid rans/les modeling methodology for attached and separated flows. ASME Journal for Fluids Engineering (2013) (under review).
    • (2013) ASME Journal for Fluids Engineering
    • Alam, M.1    Walters, D.2    Thompson, D.3
  • 3
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • [BN03]
    • [BN03], Belkin M., Niyogi P.,: Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation 15, 6 (2003), 1373-1396.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 4
    • 0028699634 scopus 로고
    • Vortex tubes in turbulent flows: Identification, representation and reconstruction
    • [BS94]
    • [BS94], Banks D. C., Singer B. A.,: Vortex tubes in turbulent flows: Identification, representation and reconstruction. In Proceedings of IEEE Visualization'94 (1994), pp. 132-139.
    • (1994) Proceedings of IEEE Visualization'94 , pp. 132-139
    • Banks, D.C.1    Singer, B.A.2
  • 6
    • 0027334459 scopus 로고
    • Eduction of swirling structure using the velocity gradient tensor
    • [BT93]
    • [BT93], Berdahl C. H., Thompson D. S.,: Eduction of swirling structure using the velocity gradient tensor. AIAA Journal 31, 1 (1993), 97-103.
    • (1993) AIAA Journal , vol.31 , Issue.1 , pp. 97-103
    • Berdahl, C.H.1    Thompson, D.S.2
  • 7
    • 22944432555 scopus 로고    scopus 로고
    • On the relationships between local vortex identification schemes
    • [CBA05]
    • [CBA05], Chakraborty P., Balachandarand S., Adrian R. J.,: On the relationships between local vortex identification schemes. Journal of Fluid Mechanics 535 (2005), 189-214.
    • (2005) Journal of Fluid Mechanics , vol.535 , pp. 189-214
    • Chakraborty, P.1    Balachandarand, S.2    Adrian, R.J.3
  • 8
    • 33845630501 scopus 로고
    • A general classification of three-dimensional flow fields
    • [CPC90]
    • [CPC90], Chong M. S., Perry A. E., Cantwell B. J.,: A general classification of three-dimensional flow fields. Physics of Fluids, A 2, 5 (1990), 765-777.
    • (1990) Physics of Fluids, A , vol.2 , Issue.5 , pp. 765-777
    • Chong, M.S.1    Perry, A.E.2    Cantwell, B.J.3
  • 9
    • 0033097215 scopus 로고    scopus 로고
    • On the effectiveness and limitations of local criteria for the identification of a vortex
    • [CQB99]
    • [CQB99], Cucitore R., Quadrio M., Baron A.,: On the effectiveness and limitations of local criteria for the identification of a vortex. European Journal of Mechanics B/Fluids 18, 2 (1999), 262-282.
    • (1999) European Journal of Mechanics B/Fluids , vol.18 , Issue.2 , pp. 262-282
    • Cucitore, R.1    Quadrio, M.2    Baron, A.3
  • 11
    • 0002803822 scopus 로고    scopus 로고
    • On coherent vortex identification in turbulence
    • [DD00]
    • [DD00], Dubief Y., Delcayre F.,: On coherent vortex identification in turbulence. Journal of Turbulence 1, 1 (2000), 1-22.
    • (2000) Journal of Turbulence , vol.1 , Issue.1 , pp. 1-22
    • Dubief, Y.1    Delcayre, F.2
  • 12
    • 0022014273 scopus 로고
    • Features of a reattaching turbulent shear layer in divergent channel flow
    • [DS85]
    • [DS85], Driver D., Seegmiller H.,: Features of a reattaching turbulent shear layer in divergent channel flow. AIAA Journal 23 (1985), 163-171.
    • (1985) AIAA Journal , vol.23 , pp. 163-171
    • Driver, D.1    Seegmiller, H.2
  • 13
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • [FS97]
    • [FS97], Freund Y., Schapire R.,: A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences 55, 1 (1997), 119-139.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.2
  • 14
    • 35948982561 scopus 로고    scopus 로고
    • Efficient computation and visualization of coherent structures in fluid flow applications
    • [GGT07]
    • [GGT07], Garth C., Gerhardt F., Tricoche X.,: Efficient computation and visualization of coherent structures in fluid flow applications. IEEE Transactions on Visualization and Computer Graphics 13, 6 (2007), 1464-1471.
    • (2007) IEEE Transactions on Visualization and Computer Graphics , vol.13 , Issue.6 , pp. 1464-1471
    • Garth, C.1    Gerhardt, F.2    Tricoche, X.3
  • 15
    • 0035446897 scopus 로고    scopus 로고
    • Combining PIV, POD and vortex identification algorithms for the study of unsteady turbulent swirling flows
    • [GMG01]
    • [GMG01], Graftieaux L., Michard M., Grosjean N.,: Combining PIV, POD and vortex identification algorithms for the study of unsteady turbulent swirling flows. Measurement Science and Technology 12 (2001), 1422-1429.
    • (2001) Measurement Science and Technology , vol.12 , pp. 1422-1429
    • Graftieaux, L.1    Michard, M.2    Grosjean, N.3
  • 16
    • 0034823558 scopus 로고    scopus 로고
    • Distinguished material surface and coherent structures in three-dimensional flows
    • [Hal01]
    • [Hal01], Haller G.,: Distinguished material surface and coherent structures in three-dimensional flows. Physica D 149 (2001), 248-277.
    • (2001) Physica D , vol.149 , pp. 248-277
    • Haller, G.1
  • 17
    • 14844284559 scopus 로고    scopus 로고
    • An objective definition of a vortex
    • [Hal05]
    • [Hal05], Haller G.,: An objective definition of a vortex. Journal of Fluid Mechanism 525 (2005), 1-26.
    • (2005) Journal of Fluid Mechanism , vol.525 , pp. 1-26
    • Haller, G.1
  • 20
    • 0029252670 scopus 로고
    • On the identification of a vortex
    • [JH95]
    • [JH95], Jeong J., Hussain F.,: On the identification of a vortex. Journal of Fluid Mechanics 285 (1995), 69-94.
    • (1995) Journal of Fluid Mechanics , vol.285 , pp. 69-94
    • Jeong, J.1    Hussain, F.2
  • 23
    • 0000733437 scopus 로고    scopus 로고
    • Identification and analysis of vortical structures
    • [KM98]
    • [KM98], Kida S., Miura H.,: Identification and analysis of vortical structures. European Journal of Mechanics B/Fluids 17, 4 (1998), 471-488.
    • (1998) European Journal of Mechanics B/Fluids , vol.17 , Issue.4 , pp. 471-488
    • Kida, S.1    Miura, H.2
  • 24
    • 34447311368 scopus 로고    scopus 로고
    • Vortex identification: New requirements and limitations
    • [Kol07]
    • [Kol07], Kolár V.,: Vortex identification: New requirements and limitations. International Journal of Heat and Fluid Flow 28, 4 (2007), 638-652.
    • (2007) International Journal of Heat and Fluid Flow , vol.28 , Issue.4 , pp. 638-652
    • Kolár, V.1
  • 25
    • 0025475786 scopus 로고
    • Graphical visualization of vortical flows by means of helicity
    • [LDS90]
    • [LDS90], Levy Y., Degani D., Seginer A.,: Graphical visualization of vortical flows by means of helicity. AIAA Journal 28, 8 (1990), 1347-1352.
    • (1990) AIAA Journal , vol.28 , Issue.8 , pp. 1347-1352
    • Levy, Y.1    Degani, D.2    Seginer, A.3
  • 26
    • 0033320463 scopus 로고    scopus 로고
    • The Parallel Vectors" Operator - A vector field visualization primitive
    • [PR99]. (Washington, DC, USA), IEEE Computer Society
    • [PR99], Peikert R., Roth M.,: The Parallel Vectors" Operator-A vector field visualization primitive. In VIS '99: Proceedings of the 10th IEEE Visualization Conference (Washington, DC, USA, 1999), IEEE Computer Society, pp. 263-270.
    • (1999) VIS '99: Proceedings of the 10th IEEE Visualization Conference , pp. 263-270
    • Peikert, R.1    Roth, M.2
  • 28
    • 0000923277 scopus 로고
    • Coherent motions in the turbulent boundary layer
    • [Rob91]
    • [Rob91], Robinson S. K.,: Coherent motions in the turbulent boundary layer. Annual Review of Fluid Mechanics 23 (1991), 601-639.
    • (1991) Annual Review of Fluid Mechanics , vol.23 , pp. 601-639
    • Robinson, S.K.1
  • 29
    • 0032276843 scopus 로고    scopus 로고
    • A higher-order method for finding vortex core lines
    • [RP98]
    • [RP98], Roth M., Peikert R.,: A higher-order method for finding vortex core lines. In Proceedings of IEEE Visualization '98 (1998), pp. 143-150.
    • (1998) Proceedings of IEEE Visualization '98 , pp. 143-150
    • Roth, M.1    Peikert, R.2
  • 30
    • 0036919789 scopus 로고    scopus 로고
    • Vortex tracking and visualization in a flow past a tapered cylinder
    • [RSVP02]
    • [RSVP02], Reinders F., Sadarjoen I. A., Vrolijk B., Post F. H.,: Vortex tracking and visualization in a flow past a tapered cylinder. Computer Graphics Forum 21 (2002), 675-682.
    • (2002) Computer Graphics Forum , vol.21 , pp. 675-682
    • Reinders, F.1    Sadarjoen, I.A.2    Vrolijk, B.3    Post, F.H.4
  • 33
    • 0033116934 scopus 로고    scopus 로고
    • Computer visualization of vortex wake systems
    • [SKA99]
    • [SKA99], Strawn R. C., Kenwright D. N., Ahmad J.,: Computer visualization of vortex wake systems. AIAA Journal 37, 4 (1999), 511-512.
    • (1999) AIAA Journal , vol.37 , Issue.4 , pp. 511-512
    • Strawn, R.C.1    Kenwright, D.N.2    Ahmad, J.3
  • 34
    • 35948964790 scopus 로고    scopus 로고
    • Efficient visualization of Lagrangian coherent structures by filtered AMR ridge extraction
    • [SP07]
    • [SP07], Sadlo F., Peikert R.,: Efficient visualization of Lagrangian coherent structures by filtered AMR ridge extraction. IEEE Transactions on Visualization and Computer Graphics 13, 6 (2007), 1456-1463.
    • (2007) IEEE Transactions on Visualization and Computer Graphics , vol.13 , Issue.6 , pp. 1456-1463
    • Sadlo, F.1    Peikert, R.2
  • 35
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • [SR00]
    • [SR00], Saul L., Roweis S.,: Nonlinear dimensionality reduction by locally linear embedding. Science 290 (2000), 2323-2326.
    • (2000) Science , vol.290 , pp. 2323-2326
    • Saul, L.1    Roweis, S.2
  • 36
    • 33749431554 scopus 로고    scopus 로고
    • Opening the can of worms: An exploration tool for vortical flows
    • [SRE05]
    • [SRE05], Stegmaier S., Rist U., Ertl T.,: Opening the can of worms: An exploration tool for vortical flows. In Proceedings of IEEE Visualization '05 (2005), pp. 463-470.
    • (2005) Proceedings of IEEE Visualization '05 , pp. 463-470
    • Stegmaier, S.1    Rist, U.2    Ertl, T.3
  • 37
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • [TdL00]
    • [TdL00], Tenenbaum J., de Silva V., Langford J.,: A global geometric framework for nonlinear dimensionality reduction. Science 290 (2000), 2319-2323.
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.1    De Silva, V.2    Langford, J.3
  • 40
    • 67650898929 scopus 로고    scopus 로고
    • Direct numerical simulation of turbulence in a nominally zero-presure-gradient flat-plate boundary layer
    • [WM09]
    • [WM09], Wu X., Moin P.,: Direct numerical simulation of turbulence in a nominally zero-presure-gradient flat-plate boundary layer. Journal of Fluid Mechanics 630, 1 (2009), 5-41.
    • (2009) Journal of Fluid Mechanics , vol.630 , Issue.1 , pp. 5-41
    • Wu, X.1    Moin, P.2
  • 42
    • 0032672975 scopus 로고    scopus 로고
    • Mechanisms for generating coherent packets of hairpin vortices in channel flow
    • [ZABK99]
    • [ZABK99], Zhou J., Adrian R., Balachandar S., Kendall R.,: Mechanisms for generating coherent packets of hairpin vortices in channel flow. Journal of Fluid Mechanics 387 (1999), 363-396.
    • (1999) Journal of Fluid Mechanics , vol.387 , pp. 363-396
    • Zhou, J.1    Adrian, R.2    Balachandar, S.3    Kendall, R.4


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