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
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
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京都大学
- 取得学位
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博士 (工学)
- 学位授与番号
-
甲第6410号
- 学位授与年月日
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1996-03-23
注記・抄録
博士論文
目次
- 論文目録 / (0001.jp2)
- Contents / p4 (0006.jp2)
- Summary / p1 (0004.jp2)
- Acknowledgments / p3 (0005.jp2)
- Contents / p4 (0006.jp2)
- List of Figures / p7 (0007.jp2)
- List of Tables / p11 (0009.jp2)
- Chapter1 Introduction and Scope / p1 (0010.jp2)
- 1.1 Background / p1 (0010.jp2)
- 1.2 Scope of the thesis / p5 (0012.jp2)
- References / p9 (0014.jp2)
- Chapter2 Groundwater Flow Analysis Based on Velocity Field / p10 (0015.jp2)
- 1.2 Introduction / p10 (0015.jp2)
- 2.2 Review of pervious work / p12 (0016.jp2)
- 2.3 Governing equations / p13 (0016.jp2)
- 2.4 Formulation by finite element method / p14 (0017.jp2)
- 2.5 Two dimensional horizontal flow analysis / p15 (0017.jp2)
- 2.6 Method verification and application / p17 (0018.jp2)
- 2.7 Conclusion / p24 (0022.jp2)
- References / p25 (0022.jp2)
- Chapter3 Advection-Dispersion Transport Analysis Using Velocity Field / p27 (0023.jp2)
- 3.1 Introduction / p27 (0023.jp2)
- 3.2 Theory of Eulerian-Lagrangian FEM / p36 (0028.jp2)
- 3.3 Verification the proposed method / p45 (0032.jp2)
- 3.3 Conclusion / p46 (0033.jp2)
- References / p52 (0036.jp2)
- Chapter4 Artificial Neural Networks for Groundwater Flow / p58 (0039.jp2)
- 4.1 Introduction / p58 (0039.jp2)
- 4.2 Backpropagation Artificial Neural Networks / p60 (0040.jp2)
- 4.3 Characterization of porous media using ANN / p65 (0042.jp2)
- 4.4 Conclusion / p70 (0045.jp2)
- References / p71 (0045.jp2)
- Chapter5 Evaluation of Seepage Under Concrete Dam Using Artificial Neural Networks / p72 (0046.jp2)
- 5.1 Introduction / p72 (0046.jp2)
- 5.2 Topology of ANN / p75 (0047.jp2)
- 5.3 ANN for seepage flow / p75 (0047.jp2)
- 5.4 ANN via stochastic approach to seepage analysis / p79 (0049.jp2)
- 5.5 Evaluation of ANN when fewer data are available / p87 (0053.jp2)
- 5.6 Discussion / p90 (0055.jp2)
- 5.7 Conclusion / p91 (0055.jp2)
- References / p91 (0055.jp2)
- Chapter6 Transport Analysis from Underground Depository Using ANN / p95 (0057.jp2)
- 6.1 Introduction / p95 (0057.jp2)
- 6.2 Transport from waste depository using ANN / p96 (0058.jp2)
- 6.3 Discussion / p96 (0058.jp2)
- 6.4 Conclusion / p104 (0062.jp2)
- Reference / p104 (0062.jp2)
- Chapter7 Stochastic Analysis of Transport from Underground Depository / p105 (0062.jp2)
- 7.1 Introduction / p105 (0062.jp2)
- 7.2 Stochastic finite element analysis / p108 (0064.jp2)
- 7.3 Transport from waste depository / p113 (0066.jp2)
- 7.4 Discussion / p113 (0066.jp2)
- 7.7 Conclusion / p119 (0069.jp2)
- Reference / p120 (0070.jp2)
- Chapter8 Conclusions and Recommendation / p123 (0071.jp2)
- 7-1 Conclusions / p123 (0071.jp2)
- 7-2 Recommendations for future studies / p126 (0073.jp2)
- Appendix A Exact analytical solution of advection-dispersion equation / p127 (0073.jp2)
- Appendix B Exponential model / p128 (0074.jp2)