Machine learning acceleration for nonlinear solvers applied to multiphase porous media flow

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.113989 ◽

2021 ◽

Vol 384 ◽

pp. 113989

Author(s):

V.L.S. Silva ◽

P. Salinas ◽

M.D. Jackson ◽

C.C. Pain

Keyword(s):

Machine Learning ◽

Porous Media ◽

Porous Media Flow ◽

Nonlinear Solvers ◽

Multiphase Porous Media

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Non-Linear Solver Optimisation for Multiphase Porous Media Flow Based on Machine Learning

10.3997/2214-4609.202035127 ◽

2020 ◽

Author(s):

V.L.S. Silva ◽

P. Salinas ◽

C.C. Pain ◽

M.D. Jackson

Keyword(s):

Machine Learning ◽

Porous Media ◽

Porous Media Flow ◽

Linear Solver ◽

Multiphase Porous Media

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A nonlinear multigrid method for inverse problem in the multiphase porous media flow

Applied Mathematics and Computation ◽

10.1016/j.amc.2017.09.039 ◽

2018 ◽

Vol 320 ◽

pp. 271-281 ◽

Author(s):

Tao Liu

Keyword(s):

Inverse Problem ◽

Porous Media ◽

Multigrid Method ◽

Porous Media Flow ◽

Multiphase Porous Media ◽

Nonlinear Multigrid ◽

Nonlinear Multigrid Method

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Vanishing artificial diffusion as a mechanism to accelerate convergence for multiphase porous media flow

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2019.07.004 ◽

2020 ◽

Vol 359 ◽

pp. 112535

Author(s):

P. Salinas ◽

C.C. Pain ◽

H. Osman ◽

C. Jacquemyn ◽

Z. Xie ◽

...

Keyword(s):

Porous Media ◽

Porous Media Flow ◽

Accelerate Convergence ◽

Artificial Diffusion ◽

Multiphase Porous Media

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The Transition Potentials Defining the Moving Boundaries in Multiphase Porous Media Flow

Developments in Water Science - Computational Methods in Water Resources Vol.1 Modeling Surface and Sub-Surface Flows, Proceedings of the VII International Conference, Proceedings of the VII International Conference ◽

10.1016/s0167-5648(08)70332-0 ◽

1988 ◽

pp. 153-163

Author(s):

H.O. Schiegg

Keyword(s):

Porous Media ◽

Moving Boundaries ◽

Porous Media Flow ◽

Multiphase Porous Media

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Thermodynamics and constitutive theory for multiphase porous-media flow considering internal geometric constraints

Advances in Water Resources ◽

10.1016/s0309-1708(98)00021-9 ◽

1999 ◽

Vol 22 (5) ◽

pp. 521-547 ◽

Author(s):

William G. Gray

Keyword(s):

Porous Media ◽

Geometric Constraints ◽

Constitutive Theory ◽

Porous Media Flow ◽

Multiphase Porous Media

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Macroscale continuum mechanics for multiphase porous-media flow including phases, interfaces, common lines and common points

Advances in Water Resources ◽

10.1016/s0309-1708(96)00063-2 ◽

1998 ◽

Vol 21 (4) ◽

pp. 261-281 ◽

Author(s):

William G. Gray ◽

S.Majid Hassanizadeh

Keyword(s):

Porous Media ◽

Continuum Mechanics ◽

Porous Media Flow ◽

Common Lines ◽

Multiphase Porous Media

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Additive Schwarz Preconditioned Exact Newton Method as a Nonlinear Preconditioner for Multiphase Porous Media Flow

10.3997/2214-4609.202035050 ◽

2020 ◽

Author(s):

Ø. Klemetsdal ◽

A. Moncorgé ◽

O. Moyner ◽

K. Lie

Keyword(s):

Porous Media ◽

Newton Method ◽

Porous Media Flow ◽

Additive Schwarz ◽

Multiphase Porous Media

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The ‘Transition Potentials’, defining the moving boundaries in multiphase porous media flow

Advances in Water Resources ◽

10.1016/0309-1708(88)90009-7 ◽

1988 ◽

Vol 11 (3) ◽

pp. 144-149

Author(s):

H.O. Schiegg

Keyword(s):

Porous Media ◽

Moving Boundaries ◽

Porous Media Flow ◽

Multiphase Porous Media

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Improving the robustness of the control volume finite element method with application to multiphase porous media flow

International Journal for Numerical Methods in Fluids ◽

10.1002/fld.4381 ◽

2017 ◽

Vol 85 (4) ◽

pp. 235-246 ◽

Author(s):

Pablo Salinas ◽

Dimitrios Pavlidis ◽

Zhihua Xie ◽

Carl Jacquemyn ◽

Yulia Melnikova ◽

...

Keyword(s):

Finite Element Method ◽

Finite Element ◽

Porous Media ◽

Control Volume ◽

Porous Media Flow ◽

Multiphase Porous Media ◽

Control Volume Finite Element ◽

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MACHINE LEARNING ANALYSES OF LOW SALINITY EFFECT IN SANDSTONE POROUS MEDIA

Journal of Porous Media ◽

10.1615/jpormedia.2020033000 ◽

2020 ◽

Vol 23 (7) ◽

pp. 731-740

Author(s):

Lei Wang ◽

Ye Tian ◽

Bowen Yao ◽

Xiangyu Yu

Keyword(s):

Machine Learning ◽

Porous Media ◽

Salinity Effect ◽

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