知識ベースCFD

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1 CFD CFD Knowledge-based CFD Susumu SHIRAYAMA 1 CFD CFD 1 CFD CFD sirayama@nakl.t.u-tokyo.ac.jp 2, 26 %

2 36 CFD CFD CFD CFD CFD 3 CFD 4 CFD CFD 5 2 declarative knowledge procedural knowledge acquisition retrieval reasoning

3 37 KDD Knowledge Discovery in Databases Knowledge Discovery and Data mining Adriaans Zntinge KDD 20 KDD KDD KDD Web 23 thesaurus annotation

4 38 CFD 24 CFD CFD Varian Lyman CFD 80 PC PIV 1

5 39 XML 6 CFD CFD CFD 2 CFD 7

6 40 CFD 3.2 Visual Data Mining 13 LIC 8 9, 10 11, i

7 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

8 42 CFD 4.1 CFD CFD FDM FEM 2 ABC XYZ

9 CFL GA A 5 B 5 C 5 D 5 E GA GA 25 5

10 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 CP, Proceedings of the AIAA 13th Computational Fluid Dynamics Conference Snowmass, CO, June, :, ICEM CFD Engineering : SMARTFIRE : fire/home.html 4 FIELDVIEW8 : 5 :, :CFD XML, Duchaineau, M. & Shikore, D. : ASCI Terascale scientific data analysis and visualization, UCRL- TB Rev.1. 8 Forssell, L. K. : Visualizing flow over curvilinear grid surfaces using line integral convolution, Proceedings of Visualization 94 IEEE, , :, 1, Shirayama S. & Ohta, T. : A Visualization of a

11 45 Vector-field by a Homogenized Nascent-particles Tracking, Journal of Visualization Perry, A. E. & Chong, M. S. : A description of eddying motions and flow patterns using critical point concepts, Ann. Rev. Fluid Mech Shirayama, S. : Flow past a sphere: topological transitions of the vorticity fields, AIAA Journal VisDB : A Visual Data Mining and Database Exploration System, k.uni-muenchen.de/dbs/projekt/visdb/vi sdb.html 14 Jeong, J. & Hussain, F. : On the identification of a vortex, J. Fluid Mech Robinson, S. K. : Coherent motions in the turbulent boundary layer, Ann. Rev. Fluid Mech Sawada, K. : A convenient visualization method for identifying vortex centers, Transactions of the Japan Society for Aeronautical and Space Sciences , :, , :, Fayyad, U., Piatetsky-Shapiro, G. & Smyth, P. : From data mining to knowledge discovery in databases, AI magazine Pieter Adriaans, Dolf Zntinge,, :, : SRC, ,,,,,, davis : gtool4, , :, Goldberg, D., Nichols, D., Oki, B. M. & Terry, D. : Using collaborative filtering to weave an information TAPESTRY, Communications of the ACM ,,, :, :, Lyman, P. & Varian H. R. : How much information, rch/projects/how-much-info/

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