CNN-powered micro- to macro-scale flow modeling in deformable porous media | Paper Citation Record

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This paper cites (2016) Tensorflow: Large-scale machine learning on heterogeneous distributed systems.

CNN-powered micro- to macro-scale flow modeling in deformable porous media (2016) Tensorflow: Large-scale machine learning on heterogeneous distributed systems

Reference 1

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This paper cites Appl Sci 11(14):6483.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Appl Sci 11(14):6483

Reference 2

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This paper cites Comput Mech 72:155–171, DOI 10.1007/s00466-023-02324-9.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Mech 72:155–171, DOI 10.1007/s00466-023-02324-9

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This paper cites Mech Mater 184:104726, DOI 10.1016/j.mechmat.2023.104726.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Mech Mater 184:104726, DOI 10.1016/j.mechmat.2023.104726

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This paper cites Appl Mech 3(2):496–516, DOI 10.3390/applmech3020029.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Appl Mech 3(2):496–516, DOI 10.3390/applmech3020029

Reference 5

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Unresolved cited work

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This paper cites Arch Computat Methods Eng 30:191–222, DOI 10.1007/ s11831-022-09795-8.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Arch Computat Methods Eng 30:191–222, DOI 10.1007/ s11831-022-09795-8

Reference 7

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This paper cites Teknisk Ukeblad 39:859–863.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Teknisk Ukeblad 39:859–863

Reference 8

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This paper cites Acta Mech 83:77–92.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Acta Mech 83:77–92

Reference 9

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This paper cites Dover Publications, New York, translated by Stephen G.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Dover Publications, New York, translated by Stephen G

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This paper cites In: Eringen AC (ed) Continuum Physics, vol III, Academic Press, New York, pp 1–127.

CNN-powered micro- to macro-scale flow modeling in deformable porous media In: Eringen AC (ed) Continuum Physics, vol III, Academic Press, New York, pp 1–127

Reference 11

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This paper cites Appl Sci Res A 1:27–34.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Appl Sci Res A 1:27–34

Reference 12

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This paper cites Int J Multiscale Comput Eng 21(5):1–24.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Int J Multiscale Comput Eng 21(5):1–24

Reference 13

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This paper cites Int J Heat Fluid Flow 83:108566.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Int J Heat Fluid Flow 83:108566

Reference 14

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This paper cites Int J Numer Anal Methods Geomech 46(14):2698–2724, DOI 10.1002/nag.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Int J Numer Anal Methods Geomech 46(14):2698–2724, DOI 10.1002/nag

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This paper cites PAMM 23(1):e202200129.

CNN-powered micro- to macro-scale flow modeling in deformable porous media PAMM 23(1):e202200129

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This paper cites Int J Numer Anal Methods Geomech pp 1–22, DOI 10.1002/nag.3668.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Int J Numer Anal Methods Geomech pp 1–22, DOI 10.1002/nag.3668

Reference 17

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This paper cites https://github.com/fchollet/keras.

CNN-powered micro- to macro-scale flow modeling in deformable porous media https://github.com/fchollet/keras

Reference 18

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This paper cites Comput Methods Appl Mech Eng 293:131–154.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Eng 293:131–154

Reference 19

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This paper cites J Comput Phys 510:113082, DOI 10.1016/j.jcp.2024.113082 A multiscale CNN-based intrinsic permeability prediction in deformable porous media 19.

CNN-powered micro- to macro-scale flow modeling in deformable porous media J Comput Phys 510:113082, DOI 10.1016/j.jcp.2024.113082 A multiscale CNN-based intrinsic permeability prediction in deformable porous media 19

Reference 20

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This paper cites Geosphere 6(5):470–481.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Geosphere 6(5):470–481

Reference 21

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This paper cites Prog Artif Intell 9:85–112, DOI 10.1007/s13748-019-00203-0.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Prog Artif Intell 9:85–112, DOI 10.1007/s13748-019-00203-0

Reference 22

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This paper cites In: Ehlers W, Bluhm J (eds) Porous Media: Theory, Experiments and Numerical Applications, Springer-Verlag, Berlin, pp 3–86.

CNN-powered micro- to macro-scale flow modeling in deformable porous media In: Ehlers W, Bluhm J (eds) Porous Media: Theory, Experiments and Numerical Applications, Springer-Verlag, Berlin, pp 3–86

Reference 23

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This paper cites Geomech Energy Environ 15:35–46, DOI 10.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Geomech Energy Environ 15:35–46, DOI 10

Reference 24

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This paper cites Arch Appl Mech 92:619–639, DOI 10.1007/s00419-020-01802-3.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Arch Appl Mech 92:619–639, DOI 10.1007/s00419-020-01802-3

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This paper cites Comput Methods Appl Mech Engrg 315:348 – 368.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Engrg 315:348 – 368

Reference 26

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This paper cites Arch Appl Mech 89(4):609–628.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Arch Appl Mech 89(4):609–628

Reference 27

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This paper cites Comput Methods Appl Mech Eng 193(27):2885 – 2910.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Eng 193(27):2885 – 2910

Reference 28

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This paper cites Comput Methods Appl Mech Eng 403:115741.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Eng 403:115741

Reference 29

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This paper cites Comput Struct 249:106505.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Struct 249:106505

Reference 30

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This paper cites Int J Solids Struct 206:322–339.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Int J Solids Struct 206:322–339

Reference 31

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This paper cites Communications of the ACM 63:139–144.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Communications of the ACM 63:139–144

Reference 32

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This paper cites Comput Sci Eng pp 60–74, DOI 10.1109/MCSE.2016.49.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Sci Eng pp 60–74, DOI 10.1109/MCSE.2016.49

Reference 33

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This paper cites Pattern Recognit 77:354–377, DOI 10.1016/j.patcog.2017.10.013.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Pattern Recognit 77:354–377, DOI 10.1016/j.patcog.2017.10.013

Reference 34

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This paper cites In: Hutter K (ed) Continuum Mechanics in Environmental Sciences and Geophysics, CISM Courses and Lectures No.

CNN-powered micro- to macro-scale flow modeling in deformable porous media In: Hutter K (ed) Continuum Mechanics in Environmental Sciences and Geophysics, CISM Courses and Lectures No

Reference 35

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This paper cites Phys Rev E 56:6811–6817, DOI 10.1103/PhysRevE.56.6811.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Phys Rev E 56:6811–6817, DOI 10.1103/PhysRevE.56.6811

Reference 36

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This paper cites Habilitation, Report No.IAM-13 of Institute of General Mechanics, RWTH Aachen University, DOI 10.18154/RWTH-2021-10362.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Habilitation, Report No.IAM-13 of Institute of General Mechanics, RWTH Aachen University, DOI 10.18154/RWTH-2021-10362

Reference 37

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This paper cites Eng Fract Mech 253:107881, DOI 10.1016/j.engfracmech.2021.107881.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Eng Fract Mech 253:107881, DOI 10.1016/j.engfracmech.2021.107881

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Mech Res Commun 80:38 – 46

Reference 39

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This paper cites hydraulic cracking.

CNN-powered micro- to macro-scale flow modeling in deformable porous media hydraulic cracking

Reference 40

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CNN-powered micro- to macro-scale flow modeling in deformable porous media PAMM 22(1):e202200203, DOI 10.1002/pamm.202200203

Reference 41

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This paper cites Soil Dyn Earthq Eng 63:120 – 137, DOI 10.1016/j.soildyn.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Soil Dyn Earthq Eng 63:120 – 137, DOI 10.1016/j.soildyn

Reference 42

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This paper cites Comput Methods Appl Mech Eng 363:112875.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Eng 363:112875

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This paper cites Int J Numer Anal Methods Geomech 45(9):1212–1237, DOI 10.1002/ nag.3196 20 Yousef Heider1,∗ et al.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Int J Numer Anal Methods Geomech 45(9):1212–1237, DOI 10.1002/ nag.3196 20 Yousef Heider1,∗ et al

Reference 44

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This paper cites Comput Mech DOI 10.1007/s00466-023-02434-4.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Mech DOI 10.1007/s00466-023-02434-4

Reference 45

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Geosci 24:1523–1739

Reference 46

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This paper cites Multiscale Model Simul 3(1):50–64.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Multiscale Model Simul 3(1):50–64

Reference 47

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This paper cites Appl Mech Rev 75(6):061001, DOI 10.1115/1.4062966.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Appl Mech Rev 75(6):061001, DOI 10.1115/1.4062966

Reference 48

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This paper cites Springer Int Publ 10(978-3):4–15.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Springer Int Publ 10(978-3):4–15

Reference 49

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This paper cites Acta Geotech 10(4):399–419.

CNN-powered micro- to macro-scale flow modeling in deformable porous media Acta Geotech 10(4):399–419

Reference 50

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Math Appl DOI 10.1016/j.camwa.2020.03.022

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Journal of the Mechanics and Physics of Solids 179:105363, DOI 10.1016/j.jmps.2023.105363

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Transp Porous Media 70(3):427

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Springer Science & Busi- ness Media

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CNN-powered micro- to macro-scale flow modeling in deformable porous media J Coupled Syst Multiscale Dyn 27:22–48

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Int J Numer Meth Eng 82:1341–1383

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CNN-powered micro- to macro-scale flow modeling in deformable porous media part III

Reference 57

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CNN-powered micro- to macro-scale flow modeling in deformable porous media http://www.digitalrocksportal.org/ projects/223, DOI 10.17612/1a36-rn45

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Water Resour Res 47(10):doi = 10.1029/2011WR010685

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Sci Rep 12(1):9034, DOI 10.1038/s41598-022-12845-7

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Continuum Mech Thermodyn pp doi = 10.1007/s00161–019–00764–4

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Eng 372:113358, DOI 10.1016/j.cma.2020.113358

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Mech DOI 10.1007/s00466-023-02317-8

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Arch Appl Mech pp 1–14, DOI 10.1007/s00419-024-02589-3 A multiscale CNN-based intrinsic permeability prediction in deformable porous media 21

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Eng 334:337–380

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Comput Methods Appl Mech Eng 344:276–305

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Springer

Reference 71

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Sci Bull 63(18):1215–1222, DOI 10.1016/j.scib.2018.08.006

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CNN-powered micro- to macro-scale flow modeling in deformable porous media Phys Fluids 9(6):1591–1598

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