21 2002 35 45. 35 CFD CFD Knowledge-based CFD Susumu SHIRAYAMA 1 CFD CFD 1 CFD CFD 60 113-8656 7-3-1 E-mail: sirayama@nakl.t.u-tokyo.ac.jp 2, 26 %
36 CFD CFD CFD CFD CFD 3 CFD 4 CFD CFD 5 2 declarative knowledge procedural knowledge acquisition retrieval reasoning
37 KDD Knowledge Discovery in Databases Knowledge Discovery and Data mining Adriaans Zntinge KDD 20 KDD KDD KDD 21 22 Web 23 thesaurus annotation
38 CFD 24 CFD CFD 3 3.1 3.1.1 Varian Lyman 1999 1 27 1 CFD 80 PC PIV 1
39 XML 6 CFD 3 3.1.2 CFD 3.1.3 CFD 2 CFD 7
40 CFD 3.2 Visual Data Mining 13 LIC 8 9, 10 11, 12 2 3.3 14 2 3 15 16 17 2 2 3 18 18 i 2 2 3 2
41 Data Target Data iipreprocessed Data Transformed Data iii Patterns iv Knowledge Fayyad 19 iv 4 4 A 4 C 4 B 4 C 4 A 4 C 4 2 CFD 4 4 CFD 60
42 CFD 4.1 CFD CFD 1 1 2 3 1 2 4.2 1 2 3 FDM FEM 2 ABC 0 1 1 0 1 1 1 0 1 XYZ 1 1 1 0 1 1 0 1 0
43 4.2.1 1 CFL GA 4.2.3 1 5 5 A 5 B 5 C 5 D 5 E 4.2.2 GA GA 25 5
44 CFD A E 5 F G A G CFD CFL CFD 5 CFD 80 CFD CFD CFD CFD CFD 1 Shirayama, S. : Effect of grid quality on the accuracy and convergency of computations, AIAA-97-1891-CP, Proceedings of the AIAA 13th Computational Fluid Dynamics Conference Snowmass, CO, June, 1997. 2 :, 22 1990 48 51. 3 ICEM CFD Engineering : http://www.icemcfd.com/ SMARTFIRE : http://fseg.gre.ac.uk/smart fire/home.html 4 FIELDVIEW8 :http://www.ilight.com/ 5 :, 6 2001 386 393. 6 :CFD XML, 15 2001 144. 7 Duchaineau, M. & Shikore, D. : ASCI Terascale scientific data analysis and visualization, UCRL- TB-128635 Rev.1. 8 Forssell, L. K. : Visualizing flow over curvilinear grid surfaces using line integral convolution, Proceedings of Visualization 94 IEEE, 1994 240 247. 9, :, 1, 19990018 1999 141 147. 10 Shirayama S. & Ohta, T. : A Visualization of a
45 Vector-field by a Homogenized Nascent-particles Tracking, Journal of Visualization 4 2001 185 196. 11 Perry, A. E. & Chong, M. S. : A description of eddying motions and flow patterns using critical point concepts, Ann. Rev. Fluid Mech. 19 1987 125 155. 12 Shirayama, S. : Flow past a sphere: topological transitions of the vorticity fields, AIAA Journal 30 1992 349 358. 13 VisDB : A Visual Data Mining and Database Exploration System, http://www.dbs.informati k.uni-muenchen.de/dbs/projekt/visdb/vi sdb.html 14 Jeong, J. & Hussain, F. : On the identification of a vortex, J. Fluid Mech. 285 1995 69 94. 15 Robinson, S. K. : Coherent motions in the turbulent boundary layer, Ann. Rev. Fluid Mech. 23 1991 601 639. 16 Sawada, K. : A convenient visualization method for identifying vortex centers, Transactions of the Japan Society for Aeronautical and Space Sciences 38 1995 102 116. 17, :, 1 1998. 18, :, 188 2000 23 31. 19 Fayyad, U., Piatetsky-Shapiro, G. & Smyth, P. : From data mining to knowledge discovery in databases, AI magazine 17 1996 37 54. 20 Pieter Adriaans, Dolf Zntinge,, :, 1998. 21 : SRC, 1999. 22,,,,,, davis : gtool4, 2000 2000 361 362. 23, :, 33 1992 466 477. 24 Goldberg, D., Nichols, D., Oki, B. M. & Terry, D. : Using collaborative filtering to weave an information TAPESTRY, Communications of the ACM 35 1992 61 70. 25,,, :, 188 2000 559 568. 26 :, 4 1990 471 474. 27 Lyman, P. & Varian H. R. : How much information, http://www.sims.berkeley.edu/resea rch/projects/how-much-info/