| Introduction | p. 1 |
| Challenges and motivation | p. 1 |
| Literature review | p. 6 |
| Overview of the content of the book | p. 10 |
| Multiscale finite element methods for linear problems and overview | p. 13 |
| Summary | p. 13 |
| Introduction to multiscale finite element methods | p. 13 |
| Reducing boundary effects | p. 20 |
| Motivation | p. 20 |
| Oversampling technique | p. 22 |
| Generalization of MsFEM: A look forward | p. 23 |
| Brief overview of various global couplings of multiscale basis functions | p. 25 |
| Multiscale finite volume (MsFV) and multiscale finite volume element method (MsFVEM) | p. 25 |
| Mixed multiscale finite element method | p. 27 |
| MsFEM for problems with scale separation | p. 31 |
| Extension of MsFEM to parabolic problems | p. 33 |
| Comparison to other multiscale methods | p. 34 |
| Performance and implementation issues | p. 38 |
| Cost and performance | p. 39 |
| Convergence and accuracy | p. 40 |
| Coarse-grid choice | p. 41 |
| An application to two-phase flow | p. 41 |
| Discussions | p. 45 |
| Multiscale finite element methods for nonlinear equations | p. 47 |
| MsFEM for nonlinear problems. Introduction | p. 47 |
| Multiscale finite volume element method (MsFVEM) | p. 52 |
| Examples of Ph | p. 53 |
| Relation to upscaling methods | p. 54 |
| Multiscale finite element methods for nonlinear parabolic equations | p. 55 |
| Summary of convergence of MsFEM for nonlinear partial differential equations | p. 58 |
| Numerical results | p. 59 |
| Discussions | p. 65 |
| Multiscale finite element methods using limited global information | p. 67 |
| Motivation | p. 67 |
| A motivating numerical example | p. 69 |
| Mixed multiscale finite element methods using limited global information | p. 71 |
| Elliptic equations | p. 71 |
| Parabolic equations | p. 73 |
| Numerical results | p. 75 |
| Galerkin multiscale finite element methods using limited global information | p. 84 |
| A special case | p. 84 |
| General case | p. 85 |
| Numerical results | p. 86 |
| The use of approximate global information | p. 89 |
| Iterative MsFEM | p. 90 |
| The use of approximate global information | p. 91 |
| Discussions | p. 92 |
| Applications of multiscale finite element methods | p. 95 |
| Introduction | p. 95 |
| Multiscale methods for transport equation | p. 96 |
| Governing equations | p. 96 |
| Adaptive multiscale algorithm for transport equation | p. 96 |
| The coarse-to-fine grid interpolation operator | p. 99 |
| Numerical results | p. 100 |
| Results for a two-dimensional test case | p. 101 |
| Three-dimensional test cases | p. 104 |
| Discussion on local boundary conditions | p. 107 |
| Other approaches for coarsening the transport equation | p. 107 |
| Summary | p. 112 |
| Applications to Richards' equation | p. 112 |
| Problem statement | p. 112 |
| MsFVEM for Richards' equations | p. 113 |
| Numerical results | p. 115 |
| Summary | p. 118 |
| Applications to fluid-structure interaction | p. 119 |
| Problem statement | p. 119 |
| Multiscale numerical formulation | p. 120 |
| Numerical examples | p. 122 |
| Discussions | p. 124 |
| Applications of mixed MsFEMs to reservoir modeling and simulation | p. 124 |
| Multiscale method for the three-phase black oil model | p. 126 |
| Adaptive coarsening of the saturation equations | p. 129 |
| Utilization of multiscale methods for operational decision support | p. 133 |
| Summary | p. 136 |
| Multiscale finite volume method for black oil systems | p. 136 |
| Governing equations and discretized formulation | p. 137 |
| Multiscale finite volume formulation | p. 138 |
| Sequential fully implicit coupling and adaptive computation | p. 142 |
| Numerical examples | p. 142 |
| Remarks | p. 144 |
| Applications of multiscale finite element methods to stochastic flows in heterogeneous media | p. 146 |
| Multiscale methods for stochastic equations | p. 148 |
| The applications of MsFEMs to uncertainty quantification in inverse problems | p. 160 |
| Discussions | p. 163 |
| Analysis | p. 165 |
| Analysis of MsFEMs for linear problems (from Chapter 2) | p. 166 |
| Analysis of conforming multiscale finite element methods | p. 166 |
| Analysis of nonconforming multiscale finite element methods | p. 171 |
| Analysis of mixed multiscale finite element methods | p. 173 |
| Analysis of MsFEMs for nonlinear problems (from Chapter 3) | p. 178 |
| Analysis of MsFEMs with limited global information (from Chapter 4) | p. 187 |
| Mixed finite element methods with limited global information | p. 187 |
| Glaerkin finite element methods with limited global information | p. 198 |
| Basic notations | p. 203 |
| Review of homogenization | p. 205 |
| Linear problems | p. 205 |
| Special case: One-dimensional problem | p. 206 |
| Multiscale asymptotic expansions | p. 207 |
| Justification of formal expansions | p. 209 |
| Boundary corrections | p. 209 |
| Nonlocal memory effect of homogenization | p. 210 |
| Convection of microstructure | p. 210 |
| Nonlinear problems | p. 212 |
| References | p. 217 |
| Index | p. 233 |
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