Groundwater flow and transport analysis based on velocity field using neural networks ニューラルネットワークを用いた速度場での地下水流動および輸送問題解析

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著者

    • Mohamed Ahmed Soliman モハメド アハメド ソリマン

書誌事項

タイトル

Groundwater flow and transport analysis based on velocity field using neural networks

タイトル別名

ニューラルネットワークを用いた速度場での地下水流動および輸送問題解析

著者名

Mohamed Ahmed Soliman

著者別名

モハメド アハメド ソリマン

学位授与大学

京都大学

取得学位

博士 (工学)

学位授与番号

甲第6410号

学位授与年月日

1996-03-23

注記・抄録

博士論文

目次

  1. 論文目録 / (0001.jp2)
  2. Contents / p4 (0006.jp2)
  3. Summary / p1 (0004.jp2)
  4. Acknowledgments / p3 (0005.jp2)
  5. Contents / p4 (0006.jp2)
  6. List of Figures / p7 (0007.jp2)
  7. List of Tables / p11 (0009.jp2)
  8. Chapter1 Introduction and Scope / p1 (0010.jp2)
  9. 1.1 Background / p1 (0010.jp2)
  10. 1.2 Scope of the thesis / p5 (0012.jp2)
  11. References / p9 (0014.jp2)
  12. Chapter2 Groundwater Flow Analysis Based on Velocity Field / p10 (0015.jp2)
  13. 1.2 Introduction / p10 (0015.jp2)
  14. 2.2 Review of pervious work / p12 (0016.jp2)
  15. 2.3 Governing equations / p13 (0016.jp2)
  16. 2.4 Formulation by finite element method / p14 (0017.jp2)
  17. 2.5 Two dimensional horizontal flow analysis / p15 (0017.jp2)
  18. 2.6 Method verification and application / p17 (0018.jp2)
  19. 2.7 Conclusion / p24 (0022.jp2)
  20. References / p25 (0022.jp2)
  21. Chapter3 Advection-Dispersion Transport Analysis Using Velocity Field / p27 (0023.jp2)
  22. 3.1 Introduction / p27 (0023.jp2)
  23. 3.2 Theory of Eulerian-Lagrangian FEM / p36 (0028.jp2)
  24. 3.3 Verification the proposed method / p45 (0032.jp2)
  25. 3.3 Conclusion / p46 (0033.jp2)
  26. References / p52 (0036.jp2)
  27. Chapter4 Artificial Neural Networks for Groundwater Flow / p58 (0039.jp2)
  28. 4.1 Introduction / p58 (0039.jp2)
  29. 4.2 Backpropagation Artificial Neural Networks / p60 (0040.jp2)
  30. 4.3 Characterization of porous media using ANN / p65 (0042.jp2)
  31. 4.4 Conclusion / p70 (0045.jp2)
  32. References / p71 (0045.jp2)
  33. Chapter5 Evaluation of Seepage Under Concrete Dam Using Artificial Neural Networks / p72 (0046.jp2)
  34. 5.1 Introduction / p72 (0046.jp2)
  35. 5.2 Topology of ANN / p75 (0047.jp2)
  36. 5.3 ANN for seepage flow / p75 (0047.jp2)
  37. 5.4 ANN via stochastic approach to seepage analysis / p79 (0049.jp2)
  38. 5.5 Evaluation of ANN when fewer data are available / p87 (0053.jp2)
  39. 5.6 Discussion / p90 (0055.jp2)
  40. 5.7 Conclusion / p91 (0055.jp2)
  41. References / p91 (0055.jp2)
  42. Chapter6 Transport Analysis from Underground Depository Using ANN / p95 (0057.jp2)
  43. 6.1 Introduction / p95 (0057.jp2)
  44. 6.2 Transport from waste depository using ANN / p96 (0058.jp2)
  45. 6.3 Discussion / p96 (0058.jp2)
  46. 6.4 Conclusion / p104 (0062.jp2)
  47. Reference / p104 (0062.jp2)
  48. Chapter7 Stochastic Analysis of Transport from Underground Depository / p105 (0062.jp2)
  49. 7.1 Introduction / p105 (0062.jp2)
  50. 7.2 Stochastic finite element analysis / p108 (0064.jp2)
  51. 7.3 Transport from waste depository / p113 (0066.jp2)
  52. 7.4 Discussion / p113 (0066.jp2)
  53. 7.7 Conclusion / p119 (0069.jp2)
  54. Reference / p120 (0070.jp2)
  55. Chapter8 Conclusions and Recommendation / p123 (0071.jp2)
  56. 7-1 Conclusions / p123 (0071.jp2)
  57. 7-2 Recommendations for future studies / p126 (0073.jp2)
  58. Appendix A Exact analytical solution of advection-dispersion equation / p127 (0073.jp2)
  59. Appendix B Exponential model / p128 (0074.jp2)
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各種コード

  • NII論文ID(NAID)
    500000131134
  • NII著者ID(NRID)
    • 8000000131405
  • DOI(NDL)
  • NDL書誌ID
    • 000000295448
  • データ提供元
    • NDL-OPAC
    • NDLデジタルコレクション
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