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Volumn 1, Issue 1, 2009, Pages 61-84

Material characterization based on instrumented and simulated indentation tests

Author keywords

finite element; Indentation test; mechanical property; reverse analysis; uniqueness

Indexed keywords

DIMENSIONLESS ANALYSIS; FINITE ELEMENT; HIGHER ORDER FUNCTIONS; INDENTATION CURVE; INDENTATION TEST; INPUT DATAS; INSTRUMENTED INDENTATION; LOAD-DISPLACEMENT CURVE; LOAD-DISPLACEMENT DATA; MATERIAL CHARACTERIZATIONS; MATERIAL PROPERTY; NEURAL NETWORK MODEL; REVERSE ANALYSIS; SIMULATED INDENTATION TEST; SIZE EFFECTS; SPHERICAL INDENTATIONS; UNIQUENESS; UNIVERSAL RELATIONSHIP;

EID: 77957652704     PISSN: 17588251     EISSN: 1758826X     Source Type: Journal    
DOI: 10.1142/S175882510900006X     Document Type: Article
Times cited : (35)

References (72)
  • 1
    • 0034250704 scopus 로고    scopus 로고
    • The influence of plastic hardening on surface deformation modes around Vickers and spherical indents
    • Alcala, J., Barone, A. C. and Anglada, M. [2000] "The influence of plastic hardening on surface deformation modes around Vickers and spherical indents," Acta Mater 48(13), 3451-3464.
    • (2000) Acta Mater , vol.48 , Issue.13 , pp. 3451-3464
    • Alcala, J.1    Barone, A.C.2    Anglada, M.3
  • 2
    • 27344437073 scopus 로고    scopus 로고
    • Absence of one-to-one correspondence between elastoplastic properties and sharp-indentation load-penetration data
    • DOI 10.1557/JMR.2005.0053
    • Alkorta, J., Martinez-Esnaola, J. M. and Sevillano, J. G. [2005] "Absence of one-to-one correspondence between elastoplastic properties and sharp-indentation load-penetration data," J. Mater. Res. 20(2), 432-437. (Pubitemid 41683265)
    • (2005) Journal of Materials Research , vol.20 , Issue.2 , pp. 432-437
    • Alkorta, J.1    Martinez-Esnaola, J.M.2    Gil Sevillano, J.3
  • 3
    • 50549209556 scopus 로고
    • Plastic indentation in metals with cones
    • Atkins, A. G. and Tabor, D. [1965] "Plastic indentation in metals with cones," J. Mech. Phys. Solid 13, 149-164.
    • (1965) J. Mech. Phys. Solid , vol.13 , pp. 149-164
    • Atkins, A.G.1    Tabor, D.2
  • 4
    • 0037414352 scopus 로고    scopus 로고
    • Determination of plastic properties of metals by instrumented indentation using different sharp indenters
    • Bucaille, J. L., Stauss, S., Felder, E. and Michler, J. [2003] "Determination of plastic properties of metals by instrumented indentation using different sharp indenters," Acta Mater 51(4), 1663-1678.
    • (2003) Acta Mater , vol.51 , Issue.4 , pp. 1663-1678
    • Bucaille, J.L.1    Stauss, S.2    Felder, E.3    Michler, J.4
  • 5
    • 0013292840 scopus 로고
    • Effect of friction in indentation Hardness testing-A finite element study
    • Cai, X. [1993] "Effect of friction in indentation Hardness testing-A finite element study," J. Mater. Sci. Lett. 12(3), 301-303.
    • (1993) J. Mater. Sci. Lett. , vol.12 , Issue.3 , pp. 301-303
    • Cai, X.1
  • 6
    • 33747501779 scopus 로고    scopus 로고
    • Further investigation on the definition of the representative strain in conical indentation
    • DOI 10.1557/jmr.2006.0224
    • Cao, Y. and Huber, N. [2006] "Further investigation on the definition of the representative strain in conical indentation," J. Mater. Res. 21(5), 1810-1821. (Pubitemid 44256202)
    • (2006) Journal of Materials Research , vol.21 , Issue.7 , pp. 1810-1821
    • Cao, Y.1    Huber, N.2
  • 7
    • 33947114911 scopus 로고    scopus 로고
    • Spherical indentation into elastoplastic materials: Indentation-response based definitions of the representative strain
    • DOI 10.1016/j.msea.2007.01.002, PII S092150930700038X
    • Cao, Y., Qian, X. and Huber, N. [2007] "Spherical indentation into elastoplastic materials: Indentation-response based definitions of the representative strain," Mater. Sci. Eng. 454-455, 1-13. (Pubitemid 46404727)
    • (2007) Materials Science and Engineering A , vol.454-455 , pp. 1-13
    • Cao, Y.1    Qian, X.2    Huber, N.3
  • 8
    • 3042757563 scopus 로고    scopus 로고
    • A new method to extract the plastic properties of metal materials from an instrumented spherical indentation loading curve
    • Cao, Y. P. and Lu, J. [2004] "A new method to extract the plastic properties of metal materials from an instrumented spherical indentation loading curve," Acta Mater 52(13), 4023-4032.
    • (2004) Acta Mater , vol.52 , Issue.13 , pp. 4023-4032
    • Cao, Y.P.1    Lu, J.2
  • 9
    • 27344431580 scopus 로고    scopus 로고
    • An energy-based method to extract plastic properties of metal materials from conical indentation tests
    • DOI 10.1557/JMR.2005.0147
    • Cao, Y. P., Qian, X. Q., Lu, J. and Yao, Z. H. [2005] "An energy-based method to extract plastic properties of metal materials from conical indentation tests," J. Mater. Res. 20(3), 1194-1206. (Pubitemid 41787059)
    • (2005) Journal of Materials Research , vol.20 , Issue.5 , pp. 1194-1206
    • Cao, Y.P.1    Qian, X.Q.2    Lu, J.3    Yao, Z.H.4
  • 11
    • 34250215216 scopus 로고    scopus 로고
    • Analytical and experimental resolutions in the duality of mechanical property extractions from instrumented indentation experiments: Comments on On determination of material parameters from loading and unloading responses in nanoindentation with a single sharp indenter by L. Wang and S.I. Rokhlin [J. Mater. Res. 21, 995, (2006)]
    • DOI 10.1557/jmr.2007.0182
    • Casals, O. and Alcala, J. [2007] "Analytical and experimental resolutions in the duality of mechanical property extractions from instrumented indentation experiments: Comments on "On determination of material parameters from loading and unloading responses in nanoindentation with a single sharp indenter" by L. Wang and S.I. Rokhlin [J. Mater. Res. 21 (2006) 995]," J. Mater. Res. 22(3), 1138-1144. (Pubitemid 46901928)
    • (2007) Journal of Materials Research , vol.22 , Issue.5 , pp. 1138-1144
    • Casals, O.1    Alcala, J.2
  • 12
    • 1142263960 scopus 로고    scopus 로고
    • A study of size-dependent microindenta-tion
    • Chen, S. H., Tao, C. J. and Wang, T. C. [2004] "A study of size-dependent microindenta-tion," Acta M ech. 167(1-2), 57-71.
    • (2004) Acta Mech. , vol.167 , Issue.1-2 , pp. 57-71
    • Chen, S.H.1    Tao, C.J.2    Wang, T.C.3
  • 13
    • 27744591534 scopus 로고    scopus 로고
    • A new approach to measure the elastic-plastic properties of bulk materials using spherical indentation
    • DOI 10.1016/j.actamat.2005.08.020, PII S1359645405004945
    • Chen, X., Zhao, M., Ogasawara, N. and Chiba, N. [2006] "A new approach to measure the elastic-plastic properties of bulk materials using spherical indentation," Acta Mater. 54(1), 23-32. (Pubitemid 41587896)
    • (2006) Acta Materialia , vol.54 , Issue.1 , pp. 23-32
    • Zhao, M.1    Ogasawara, N.2    Chiba, N.3    Chen, X.4
  • 14
    • 34247509762 scopus 로고    scopus 로고
    • On the uniqueness of measuring elastoplastic properties from indentation: The indistinguishable mystical materials
    • DOI 10.1016/j.jmps.2007.01.010, PII S0022509607000245
    • Chen, X., Ogasawara, N., Zhao, M. and Chiba, N. [2007] "On the uniqueness of measuring elastoplastic properties from indentation: the indistinguishable mystical materials," J. Mech. Phys. Solid 55(6), 1618-1660. (Pubitemid 46978407)
    • (2007) Journal of the Mechanics and Physics of Solids , vol.55 , Issue.8 , pp. 1618-1660
    • Chen, X.1    Ogasawara, N.2    Zhao, M.3    Chiba, N.4
  • 15
    • 0000286911 scopus 로고    scopus 로고
    • Scaling approach to conical indentation in elastic-plastic solids with work hardening
    • Cheng, Y. T. and Cheng, C. M. [1998a] "Scaling approach to conical indentation in elastic-plastic solids with work hardening," J. Appl. Phys. 84(3), 1284-1291.
    • (1998) J. Appl. Phys. , vol.84 , Issue.3 , pp. 1284-1291
    • Cheng, Y.T.1    Cheng, C.M.2
  • 16
    • 0000810597 scopus 로고    scopus 로고
    • Relationships between hardness, elastic modulus, and the work of indentation
    • Cheng, Y. T. and Cheng, C. M. [1998b] "Relationships between hardness, elastic modulus, and the work of indentation," Applied Phys. Lett. 73(3), 614-616.
    • (1998) Applied Phys. Lett. , vol.73 , Issue.3 , pp. 614-616
    • Cheng, Y.T.1    Cheng, C.M.2
  • 17
    • 0032595565 scopus 로고    scopus 로고
    • Can stress-strain relationships be obtained from indentation curves using conical and pyramidal indenters?
    • Cheng, Y. T. and Cheng, C. M. [1999a] "Can stress-strain relationships be obtained from indentation curves using conical and pyramidal indenters?," J. Mater. Res. 14(7), 3493-3496.
    • (1999) J. Mater. Res. , vol.14 , Issue.7 , pp. 3493-3496
    • Cheng, Y.T.1    Cheng, C.M.2
  • 18
    • 0033102021 scopus 로고    scopus 로고
    • Scaling relationships in conical indentation of elastic-perfectly plastic solids
    • Cheng, Y. T. and Cheng, C. M. [1999b] "Scaling relationships in conical indentation of elastic-perfectly plastic solids," Int. J. Solid Struct. 36(6), 1231-1243.
    • (1999) Int. J. Solid Struct. , vol.36 , Issue.6 , pp. 1231-1243
    • Cheng, Y.T.1    Cheng, C.M.2
  • 19
    • 0038112144 scopus 로고    scopus 로고
    • Depth-sensing instrumented indentation with dual sharp indenters
    • Chollacoop, N., Dao, M. and Suresh, S. [2003] "Depth-sensing instrumented indentation with dual sharp indenters," Acta Mater. 51(13), 3713-3729.
    • (2003) Acta Mater. , vol.51 , Issue.13 , pp. 3713-3729
    • Chollacoop, N.1    Dao, M.2    Suresh, S.3
  • 20
    • 0035860891 scopus 로고    scopus 로고
    • Computational modeling of the forward and reverse problems in instrumented sharp indentation
    • DOI 10.1016/S1359-6454(01)00295-6, PII S1359645401002956
    • Dao, M., Chollacoop, N., Van Vliet, K. J., Venkatesh, T. A. and Suresh, S. [2001] "Computational modeling of the forward and reverse problems in instrumented sharp indentation," Acta Mater. 49(19), 3899-3918. (Pubitemid 33018768)
    • (2001) Acta Materialia , vol.49 , Issue.19 , pp. 3899-3918
    • Dao, M.1    Chollacoop, N.2    Van Vliet, K.J.3    Venkatesh, T.A.4    Suresh, S.5
  • 22
    • 84974183414 scopus 로고
    • A method for interpreting the data from depth-sensing indentation instruments
    • Doerner, M. F. and Nix, W. D. [1986] "A method for interpreting the data from depth-sensing indentation instruments," J. Mater. Res. 1(4), 601-609.
    • (1986) J. Mater. Res. , vol.1 , Issue.4 , pp. 601-609
    • Doerner, M.F.1    Nix, W.D.2
  • 24
    • 0033553060 scopus 로고    scopus 로고
    • Mechanism-based strain gradient plasticity-I. Theory
    • Gao, H., Huang, Y., Nix, W. D. and Hutchinson, J. W. [1999] "Mechanism-based strain gradient plasticity-I. Theory," J. Mech. Phys. Solid 47(4), 1239-1263.
    • (1999) J. Mech. Phys. Solid , vol.47 , Issue.4 , pp. 1239-1263
    • Gao, H.1    Huang, Y.2    Nix, W.D.3    Hutchinson, J.W.4
  • 25
    • 0035310825 scopus 로고    scopus 로고
    • Taylor-based nonlocal theory of plasticity
    • DOI 10.1016/S0020-7683(00)00173-6, PII S0020768300001736
    • Gao, H. and Huang, Y. [2001] "Taylor-based nonlocal theory of plasticity," Int. J. Solid Struct. 38(15), 2615-2637. (Pubitemid 32329434)
    • (2001) International Journal of Solids and Structures , vol.38 , Issue.15 , pp. 2615-2637
    • Gao, H.1    Huang, Y.2
  • 27
    • 0030677149 scopus 로고    scopus 로고
    • Analysis of pyramid indentation of pressure-sensitive hard metals and ceramics
    • PII S0167663696000518
    • Giannakopoulos, A. E. and Larsson, P. L. [1997] "Analysis of pyramid indentation of pressure-sensitive hard metals and ceramics," Mech. Mater. 25(1), 1-35. (Pubitemid 127382381)
    • (1997) Mechanics of Materials , vol.25 , Issue.1 , pp. 1-35
    • Giannakopoulos, A.E.1    Larsson, P.-L.2
  • 28
    • 0032632572 scopus 로고    scopus 로고
    • Determination of elastoplastic properties by instrumented sharp indentation
    • Giannakopoulos, A. E. and Suresh, S. [1999] "Determination of elastoplastic properties by instrumented sharp indentation," Scripta Mater. 40(8), 1191-1198.
    • (1999) Scripta Mater. , vol.40 , Issue.8 , pp. 1191-1198
    • Giannakopoulos, A.E.1    Suresh, S.2
  • 29
    • 37049002832 scopus 로고    scopus 로고
    • Nonlinear constitutive models from nanoindentation tests using artificial neural networks
    • DOI 10.1016/j.ijplas.2007.02.001, PII S0749641907000253
    • Haj-Ali, R., Hoan-Kee, K., Sau Wee, K., Saxena, A. and Rao, T. [2008] "Nonlinear constitutive models from nanoindentation tests using artificial neural networks," Int. J. Plast. 24(3), 371-396. (Pubitemid 350251670)
    • (2008) International Journal of Plasticity , vol.24 , Issue.3 , pp. 371-396
    • Haj-Ali, R.1    Kim, H.-K.2    Koh, S.W.3    Saxena, A.4    Tummala, R.5
  • 32
    • 41749089776 scopus 로고    scopus 로고
    • A theory of coupled diffusion and large deformation in polymeric gels
    • Hong, W., Zhao, X., Zhou, J. and Suo, Z. [2008] "A theory of coupled diffusion and large deformation in polymeric gels," J. Mech. Phys. Solid 56(3), 1779-1793.
    • (2008) J. Mech. Phys. Solid , vol.56 , Issue.3 , pp. 1779-1793
    • Hong, W.1    Zhao, X.2    Zhou, J.3    Suo, Z.4
  • 33
    • 23844542413 scopus 로고    scopus 로고
    • Pile-up and sink-in in micro-indentation of a NiTi shape-memory alloy
    • DOI 10.1016/j.scriptamat.2005.07.005, PII S1359646205004057
    • Huang, W. M., Su, J. F., Hong, M. H. and Yang, B. [2005] "Pile-up and sink-in in micro-indentation of a NiTi shape-memory alloy," Scripta Mater. 53(7), 1055-1057. (Pubitemid 41162526)
    • (2005) Scripta Materialia , vol.53 , Issue.9 , pp. 1055-1057
    • Huang, W.M.1    Su, J.F.2    Hong, M.H.3    Yang, B.4
  • 34
    • 0347450507 scopus 로고    scopus 로고
    • Mechanism-based strain gradient plasticity-II. Analysis
    • Huang, Y., Gao, H., Nix, W. D. and Hutchinson, J. W. [2000] "Mechanism-based strain gradient plasticity-II. Analysis," J. Mech. Phys. Solid 48(1), 99-128.
    • (2000) J. Mech. Phys. Solid , vol.48 , Issue.1 , pp. 99-128
    • Huang, Y.1    Gao, H.2    Nix, W.D.3    Hutchinson, J.W.4
  • 35
    • 0032627445 scopus 로고    scopus 로고
    • Determination of constitutive properties from spherical indentation data using neural networks. I. The case of pure kinematic hardening in plasticity laws
    • Huber, N. and Tsakmakis, C. [1999] "Determination of constitutive properties from spherical indentation data using neural networks. I. The case of pure kinematic hardening in plasticity laws," J. Mech. Phys. Solid 47(5), 1569-1588.
    • (1999) J. Mech. Phys. Solid , vol.47 , Issue.5 , pp. 1569-1588
    • Huber, N.1    Tsakmakis, C.2
  • 36
    • 0034325844 scopus 로고    scopus 로고
    • Determination of constitutive properties of thin metallic films on substrates by spherical indentation using neural networks
    • Huber, N., Tsagrakis, I. and Tsakamakis, C. [2000] "Determination of constitutive properties of thin metallic films on substrates by spherical indentation using neural networks," Int. J. Solid Struct. 37(44), 6499-6516.
    • (2000) Int. J. Solid Struct. , vol.37 , Issue.44 , pp. 6499-6516
    • Huber, N.1    Tsagrakis, I.2    Tsakamakis, C.3
  • 37
    • 4444321938 scopus 로고    scopus 로고
    • Smart indentation methods: The application of neural networks
    • Huber, N. and Tioulioukovski, E. [2002] "Smart indentation methods: The application of neural networks," VDI Berichte (1685), 99-104.
    • (2002) VDI Berichte , vol.1685 , pp. 99-104
    • Huber, N.1    Tioulioukovski, E.2
  • 40
    • 0029289877 scopus 로고
    • Size dependent hardness of silver single crystals
    • Ma, Q. and Clarke, D. R. [1995] "Size dependent hardness of silver single crystals," J. Mater. Res. 10(4), 853-863.
    • (1995) J. Mater. Res. , vol.10 , Issue.4 , pp. 853-863
    • Ma, Q.1    Clarke, D.R.2
  • 41
    • 0036709678 scopus 로고    scopus 로고
    • Fundamental relations used in nanoindentation: Critical examination based on experimental measurements
    • Martin, M. and Troyon, M. [2002] "Fundamental relations used in nanoindentation: critical examination based on experimental measurements," J. Mater. Res. 17(7), 2227-2234. (Pubitemid 35236740)
    • (2002) Journal of Materials Research , vol.17 , Issue.9 , pp. 2227-2234
    • Martin, M.1    Troyon, M.2
  • 42
    • 0346093915 scopus 로고    scopus 로고
    • The role of friction on sharp indentation
    • Mata, M. and Alcala, J. [2004] "The role of friction on sharp indentation," J. Mech. Phys. Solid 52(1), 145-165.
    • (2004) J. Mech. Phys. Solid , vol.52 , Issue.1 , pp. 145-165
    • Mata, M.1    Alcala, J.2
  • 43
    • 51249194645 scopus 로고
    • A logical calculus of the ideas immanent in nervous activity
    • McCulloch, W. S. and Pitss, W. [1943] "A logical calculus of the ideas immanent in nervous activity," Bull. Math. Biophys. 5, 115-133.
    • (1943) Bull. Math. Biophys. , vol.5 , pp. 115-133
    • McCulloch, W.S.1    Pitss, W.2
  • 44
    • 0242717850 scopus 로고    scopus 로고
    • Determination of indenter tip geometry and indentation contact area for depth-sensing indentation experiments
    • McElhaney, K. W., Vlassak, J. J. and Nix, W. D. [1998] "Determination of indenter tip geometry and indentation contact area for depth-sensing indentation experiments," J. Mater. Res. 13(3), 1300-1306. (Pubitemid 128563283)
    • (1998) Journal of Materials Research , vol.13 , Issue.5 , pp. 1300-1306
    • McElhaney, K.W.1    Vlassak, J.J.2    Nix, W.D.3
  • 45
    • 0036649416 scopus 로고    scopus 로고
    • Artificial neural network and finite element modeling of nanoindentation tests
    • Muliana, A., Steward, R., Haj-Ali, R. M. and Saxena, A. [2002] "Artificial neural network and finite element modeling of nanoindentation tests," Metall. Mater. Trans. A 33(5), 1939-1947.
    • (2002) Metall. Mater. Trans. A , vol.33 , Issue.5 , pp. 1939-1947
    • Muliana, A.1    Steward, R.2    Haj-Ali, R.M.3    Saxena, A.4
  • 46
    • 0024766321 scopus 로고
    • Mechanical properties of thin films
    • Nix, W. D. [1989] "Mechanical properties of thin films," Metallurgical Transaction A 20(9), 2217-2245.
    • (1989) Metallurgical Transaction A , vol.20 , Issue.9 , pp. 2217-2245
    • Nix, W.D.1
  • 47
    • 27744527765 scopus 로고    scopus 로고
    • Representative strain of indentation analysis
    • DOI 10.1557/JMR.2005.0280
    • Ogasawara, N., Chiba, N. and Chen, X. [2005] "Representative strain of indentation analysis," J. Mater. Res. 20(6), 2225-2234. (Pubitemid 41763327)
    • (2005) Journal of Materials Research , vol.20 , Issue.8 , pp. 2225-2234
    • Ogasawara, N.1    Chiba, N.2    Chen, X.3
  • 48
    • 33744456985 scopus 로고    scopus 로고
    • Limit analysis-based approach to determine the material plastic properties with conical indentation
    • DOI 10.1557/jmr.2006.0108
    • Ogasawara, N., Chiba, N. and Chen, X. [2006] "Limit analysis-based approach to determine the material plastic properties with conical indentation," J. Mater. Res. 21(4), 947-957. (Pubitemid 43805182)
    • (2006) Journal of Materials Research , vol.21 , Issue.4 , pp. 947-957
    • Ogasawara, N.1    Chiba, N.2    Chen, X.3
  • 49
    • 0026875935 scopus 로고
    • An improved technique for determining hardness and elastic modulus using load and displacement sensing indentation experiments
    • Oliver, W. C. and Pharr, G. M. [1992] "An improved technique for determining hardness and elastic modulus using load and displacement sensing indentation experiments," J. Mater. Res. 7(4), 1564-1583.
    • (1992) J. Mater. Res. , vol.7 , Issue.4 , pp. 1564-1583
    • Oliver, W.C.1    Pharr, G.M.2
  • 50
    • 0011713787 scopus 로고
    • The relation between load and penetration in the axisymmetric boussinesq problem for a punch of arbitrary profile
    • Sneddon, I. N. [1965] "The relation between load and penetration in the axisymmetric boussinesq problem for a punch of arbitrary profile," Int. J. Eng. Sci. 3, 47-57.
    • (1965) Int. J. Eng. Sci. , vol.3 , pp. 47-57
    • Sneddon, I.N.1
  • 51
    • 0032158229 scopus 로고    scopus 로고
    • A microbend test method for measuring the plasticity length scale
    • PII S1359645498001530
    • Stolken, J. S. and Evans, A. G. [1998] "Microbend test method for measuring the plasticity length scale," Acta Mater. 46(14), 5109-5115. (Pubitemid 128421651)
    • (1998) Acta Materialia , vol.46 , Issue.14 , pp. 5109-5115
    • Stolken, J.S.1    Evans, A.G.2
  • 53
    • 23844527403 scopus 로고    scopus 로고
    • Modeling nano-indentation tests of glassy polymers using finite elements with strain gradient plasticity
    • DOI 10.1016/j.msea.2005.05.063, PII S0921509305004946
    • Swaddiwudhipong, S., Poh, L. H., Hua, J., Liu, Z. S. and Tho, K. K. [2005b] "Modeling nano-indentation tests of glassy polymers using finite elements with strain gradient plasticity," Materials Science and Engineering: A 404(1-2), 179-187. (Pubitemid 41179313)
    • (2005) Materials Science and Engineering A , vol.404 , Issue.1-2 , pp. 179-187
    • Swaddiwudhipong, S.1    Poh, L.H.2    Hua, J.3    Liu, Z.S.4    Tho, K.K.5
  • 60
    • 42649116832 scopus 로고    scopus 로고
    • Reverse analysis via efficient artificial neural networks based on simulated Berkovich indentation considering effects of friction
    • Swaddiwudhipong, S., Harsono, E., Hua, J. and Liu, Z. S. [2008a] "Reverse analysis via efficient artificial neural networks based on simulated Berkovich indentation considering effects of friction," Eng. Comput. 24(2), 127-134.
    • (2008) Eng. Comput. , vol.24 , Issue.2 , pp. 127-134
    • Swaddiwudhipong, S.1    Harsono, E.2    Hua, J.3    Liu, Z.S.4
  • 61
    • 62649097868 scopus 로고    scopus 로고
    • Comparative study of reverse algorithms via artificial neural networks based on simulated indentation tests
    • Swaddiwudhipong, S., Harsono, E. and Liu, Z. S. [2008b] "Comparative study of reverse algorithms via artificial neural networks based on simulated indentation tests," Tshinghua Sci. Tech. 13(S1), 393-399.
    • (2008) Tshinghua Sci. Tech. , vol.13 , Issue.S1 , pp. 393-399
    • Swaddiwudhipong, S.1    Harsono, E.2    Liu, Z.S.3
  • 62
    • 0000930431 scopus 로고
    • A simple theory of static and dynamic hardness
    • Tabor, D. [1948] "A simple theory of static and dynamic hardness," Proc. Roy. Soc. A 192(1029), 247-274.
    • (1948) Proc. Roy. Soc. A , vol.192 , Issue.1029 , pp. 247-274
    • Tabor, D.1
  • 64
    • 4544358522 scopus 로고    scopus 로고
    • Artificial neural network model for material characterization by indentation
    • Tho, K. K., Swaddiwudhipong, S., Liu, Z. S. and Hua, J. [2004a] "Artificial neural network model for material characterization by indentation," Model. Simulat. Mater. Sci. Eng. 12(3), 1055-1062.
    • (2004) Model. Simulat. Mater. Sci. Eng. , vol.12 , Issue.3 , pp. 1055-1062
    • Tho, K.K.1    Swaddiwudhipong, S.2    Liu, Z.S.3    Hua, J.4
  • 65
    • 4544328675 scopus 로고    scopus 로고
    • Uniqueness of reverse analysis from conical indentation tests
    • Tho, K. K., Swaddiwudhipong, S., Liu, Z. S., Zeng, K. and Hua, J. [2004b] "Uniqueness of reverse analysis from conical indentation tests," J. Mater. Res. 19(6), 2498-2502.
    • (2004) J. Mater. Res. , vol.19 , Issue.6 , pp. 2498-2502
    • Tho, K.K.1    Swaddiwudhipong, S.2    Liu, Z.S.3    Zeng, K.4    Hua, J.5
  • 66
    • 10944241554 scopus 로고    scopus 로고
    • Simulation of instrumented indentation and material characterization
    • DOI 10.1016/j.msea.2004.08.037, PII S092150930401072X
    • Tho, K. K., Swaddiwudhipong, S., Liu, Z. S. and Zeng, K. [2005] "Simulation of instrumented indentation and material characterization, " Mater. Sci. Eng. 390(1-2), 202-209. (Pubitemid 40014598)
    • (2005) Materials Science and Engineering A , vol.390 , Issue.1-2 , pp. 202-209
    • Tho, K.K.1    Swaddiwudhipong, S.2    Liu, Z.S.3    Zeng, K.4
  • 67
    • 33645928748 scopus 로고    scopus 로고
    • Numerical simulation of indentation with size effect
    • Tho, K. K., Swaddiwudhipong, S., Hua, J. and Liu, Z. S. [2006] "Numerical simulation of indentation with size effect," Mater. Sci. Eng. 421(1-2), 268-275.
    • (2006) Mater. Sci. Eng. , vol.421 , Issue.1-2 , pp. 268-275
    • Tho, K.K.1    Swaddiwudhipong, S.2    Hua, J.3    Liu, Z.S.4
  • 68
    • 0343341597 scopus 로고    scopus 로고
    • Determination of elasto-plastic properties by instrumented sharp indentation: Guidelines for property extraction
    • Venkatesh, T. A., Van Vliet, K. J., Giannakopoulos, A. E. and Suresh, S. [2000] "Determination of elasto-plastic properties by instrumented sharp indentation: guidelines for property extraction," Scripta Mater. 42(7), 833-839.
    • (2000) Scripta Mater. , vol.42 , Issue.7 , pp. 833-839
    • Venkatesh, T.A.1    Van Vliet, K.J.2    Giannakopoulos, A.E.3    Suresh, S.4
  • 69
    • 0035834210 scopus 로고    scopus 로고
    • An analysis of load-penetration curves from instrumented indentation
    • DOI 10.1016/S1359-6454(01)00245-2, PII S1359645401002452
    • Zeng, K. and Chiu, C. H. [2001] "An analysis of load-penetration curves from instrumented indentation," Acta Mater 49(17), 3539-3551. (Pubitemid 32842099)
    • (2001) Acta Materialia , vol.49 , Issue.17 , pp. 3539-3551
    • Zeng, K.1    Chiu, C.-H.2
  • 70
    • 33846265835 scopus 로고    scopus 로고
    • New sharp indentation method of measuring the elastic-plastic properties of compliant and soft materials using the substrate effect
    • DOI 10.1557/jmr.2006.0384
    • Zhao, M., Chen, X., Ogasawara, N., Razvan, A. C., Chiba, N., Lee, D. and Gan, Y. X. [2006a] "New sharp indentation method of measuring the elastic-plastic properties of compliant and soft materials using the substrate effect," J. Mater. Res. 21(12), 3134-3151. (Pubitemid 46117183)
    • (2006) Journal of Materials Research , vol.21 , Issue.12 , pp. 3134-3151
    • Zhao, M.1    Chen, X.2    Ogasawara, N.3    Razvan, A.C.4    Chiba, N.5    Lee, D.6    Gan, Y.X.7
  • 71
    • 27744591534 scopus 로고    scopus 로고
    • A new approach to measure the elastic-plastic properties of bulk materials using spherical indentation
    • DOI 10.1016/j.actamat.2005.08.020, PII S1359645405004945
    • Zhao, M., Ogasawara, N., Chiba, N. and Chen, X. [2006b] "A new approach to measure the elastic-plastic properties of bulk materials using spherical indentation," Acta Mater. 54(1), 23-32. (Pubitemid 41587896)
    • (2006) Acta Materialia , vol.54 , Issue.1 , pp. 23-32
    • Zhao, M.1    Ogasawara, N.2    Chiba, N.3    Chen, X.4
  • 72
    • 35048881432 scopus 로고    scopus 로고
    • Measuring elastoplastic properties of thin films on an elastic substrate using sharp indentation
    • DOI 10.1016/j.actamat.2007.07.045, PII S1359645407005083
    • Zhao, M., Chen, X., Xiang, Y., Vlassak, J. J., Lee, D., Ogasawara, N., Chiba, N. and Gan, Y. X. [2007] "Measuring elastoplastic properties of thin films on an elastic substrate using sharp indentation," Acta Mater. 55(18), 6260-6274. (Pubitemid 47554538)
    • (2007) Acta Materialia , vol.55 , Issue.18 , pp. 6260-6274
    • Zhao, M.1    Chen, X.2    Xiang, Y.3    Vlassak, J.J.4    Lee, D.5    Ogasawara, N.6    Chiba, N.7    Gan, Y.X.8


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