Combining peridynamic and finite element simulations to capture the corrosion of degradable bone implants and to predict their residual strength

This paper proposes a computational framework to describe the biodegradation of magnesium (Mg)-based bone implants. It is based on a sequential combination of two models: an electrochemical corrosion model to compute the mass loss of the implant over several weeks combined with a mechanical model to...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of mechanical sciences Vol. 220; p. 107143
Main Authors Hermann, Alexander, Shojaei, Arman, Steglich, Dirk, Höche, Daniel, Zeller-Plumhoff, Berit, Cyron, Christian J.
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 15.04.2022
Subjects
Online AccessGet full text

Cover

Loading…
Abstract This paper proposes a computational framework to describe the biodegradation of magnesium (Mg)-based bone implants. It is based on a sequential combination of two models: an electrochemical corrosion model to compute the mass loss of the implant over several weeks combined with a mechanical model to assess its residual mechanical strength. The first model uses a peridynamic (PD) corrosion model to tackle the complex moving boundary of the corroding material in an efficient manner. The results of this corrosion simulation are mapped to a finite element (FE) model by way of a damage variable. Subsequently, the FE model is used for mechanical analysis. To use PD for such a complex problem, we proposed three innovative improvements compared to state-of-the-art PD models: (1) application of an adaptive multi-grid discretization in space and an implicit time-stepping algorithm enabling an efficient simulation of the complex implant geometry over prolonged periods, (2) novel non-local Dirichlet absorbing boundary conditions to truncate the simulation domain in the close neighborhood of the implant of interest without prohibitive losses of accuracy, and (3) selection of suitable non-local kernel functions and parameter calibration on the basis of experimental data by an evolutionary algorithm. We demonstrate that this framework can capture the loss of implant mass due to corrosion for typical alloys such as Mg-5Gd and Mg-10Gd. Moreover, we point out how this framework can be used in the future to predict the declining mechanical strength of bone screws subject to biocorrosion over several weeks. [Display omitted] •Development of a novel framework to model biodegradation of Mg-based implants.•Extension of a peridynamic corrosion model to simulate electrochemical biocorrosion.•Enhancing the numerical performance through a multi-grid approach.•Introduction of a new strategy of calibration for peridynamic corrosion models.•Devising a sequential approach to incorporate a finite element damage analysis.
AbstractList This paper proposes a computational framework to describe the biodegradation of magnesium (Mg)-based bone implants. It is based on a sequential combination of two models: an electrochemical corrosion model to compute the mass loss of the implant over several weeks combined with a mechanical model to assess its residual mechanical strength. The first model uses a peridynamic (PD) corrosion model to tackle the complex moving boundary of the corroding material in an efficient manner. The results of this corrosion simulation are mapped to a finite element (FE) model by way of a damage variable. Subsequently, the FE model is used for mechanical analysis. To use PD for such a complex problem, we proposed three innovative improvements compared to state-of-the-art PD models: (1) application of an adaptive multi-grid discretization in space and an implicit time-stepping algorithm enabling an efficient simulation of the complex implant geometry over prolonged periods, (2) novel non-local Dirichlet absorbing boundary conditions to truncate the simulation domain in the close neighborhood of the implant of interest without prohibitive losses of accuracy, and (3) selection of suitable non-local kernel functions and parameter calibration on the basis of experimental data by an evolutionary algorithm. We demonstrate that this framework can capture the loss of implant mass due to corrosion for typical alloys such as Mg-5Gd and Mg-10Gd. Moreover, we point out how this framework can be used in the future to predict the declining mechanical strength of bone screws subject to biocorrosion over several weeks. [Display omitted] •Development of a novel framework to model biodegradation of Mg-based implants.•Extension of a peridynamic corrosion model to simulate electrochemical biocorrosion.•Enhancing the numerical performance through a multi-grid approach.•Introduction of a new strategy of calibration for peridynamic corrosion models.•Devising a sequential approach to incorporate a finite element damage analysis.
ArticleNumber 107143
Author Hermann, Alexander
Zeller-Plumhoff, Berit
Shojaei, Arman
Höche, Daniel
Cyron, Christian J.
Steglich, Dirk
Author_xml – sequence: 1
  givenname: Alexander
  orcidid: 0000-0002-9731-3286
  surname: Hermann
  fullname: Hermann, Alexander
  email: alexander.hermann@hereon.de
  organization: Institute of Material Systems Modeling, Helmholtz-Zentrum Hereon, Max–Planck-Str. 1, 21502 Geesthacht, Germany
– sequence: 2
  givenname: Arman
  orcidid: 0000-0001-8638-8285
  surname: Shojaei
  fullname: Shojaei, Arman
  organization: Institute of Material Systems Modeling, Helmholtz-Zentrum Hereon, Max–Planck-Str. 1, 21502 Geesthacht, Germany
– sequence: 3
  givenname: Dirk
  orcidid: 0000-0001-5457-7110
  surname: Steglich
  fullname: Steglich, Dirk
  organization: Institute of Material Systems Modeling, Helmholtz-Zentrum Hereon, Max–Planck-Str. 1, 21502 Geesthacht, Germany
– sequence: 4
  givenname: Daniel
  surname: Höche
  fullname: Höche, Daniel
  organization: Institute of Surface Science, Helmholtz-Zentrum Hereon, Max–Planck-Str. 1, 21502 Geesthacht, Germany
– sequence: 5
  givenname: Berit
  orcidid: 0000-0002-7562-9423
  surname: Zeller-Plumhoff
  fullname: Zeller-Plumhoff, Berit
  organization: Institute of Metallic Biomaterials, Helmholtz-Zentrum Hereon, Max–Planck-Straße 1, 21502 Geesthacht, Germany
– sequence: 6
  givenname: Christian J.
  orcidid: 0000-0001-8264-0885
  surname: Cyron
  fullname: Cyron, Christian J.
  organization: Institute of Material Systems Modeling, Helmholtz-Zentrum Hereon, Max–Planck-Str. 1, 21502 Geesthacht, Germany
BookMark eNqFkM1KAzEQx4NUsK2-guQFtuZjd1PBg1L8goIXPYdsdlKn7GaXJBV8Cx_Z1OrFS0_DTPL7M_ObkYkfPBByydmCM15fbRe47cFGiwvBhMhDxUt5QqZ8qa4LwWsxIVPGBCtUyeQZmcW4ZYwrVskp-VoNfYMe_YaOELD99KZHS41vqcvjBBQ66MEnGrHfdSbh4CNNA7VmTLsANL0DtUMIQ8wvdHC0hU0wrWk6oE1elGI_dsan-JOZwTFAizbtQQw0QMR2ZzoaUwC_Se_n5NSZLsLFb52Tt4f719VTsX55fF7drQsra5aKsjbcOaE4t6Bc2ajKWQHMVpLXlQDjQNVQLZlqmISSN0KY5TWvmZSizK2Rc3JzyLV59RjAaYvp57wUDHaaM723q7f6z67e29UHuxmv_-FjwN6Ez-Pg7QGEfNwHQtD5B3ibpQSwSbcDHov4BhnWnmM
CitedBy_id crossref_primary_10_1016_j_jma_2022_09_029
crossref_primary_10_1016_j_ijmecsci_2024_109734
crossref_primary_10_1007_s11831_024_10129_z
crossref_primary_10_1016_j_actbio_2023_04_011
crossref_primary_10_1016_j_camwa_2024_01_006
crossref_primary_10_1016_j_jmps_2024_105694
crossref_primary_10_1016_j_jmrt_2022_10_004
crossref_primary_10_1007_s11012_022_01571_z
crossref_primary_10_1016_j_camwa_2023_02_020
crossref_primary_10_1007_s11837_024_06579_2
crossref_primary_10_1038_s41598_022_13961_0
crossref_primary_10_1002_nme_7260
crossref_primary_10_1016_j_camwa_2022_08_027
crossref_primary_10_1016_j_ijmecsci_2023_108913
crossref_primary_10_1007_s40430_023_04558_3
crossref_primary_10_1007_s42102_024_00125_z
crossref_primary_10_3390_cmd4020014
crossref_primary_10_1016_j_jmbbm_2023_105939
crossref_primary_10_1088_1361_651X_ac6cfc
crossref_primary_10_1016_j_compgeo_2024_106765
crossref_primary_10_3390_math11030662
crossref_primary_10_1016_j_engfracmech_2022_108751
crossref_primary_10_1016_j_engfracmech_2023_109687
crossref_primary_10_1007_s10704_023_00709_8
crossref_primary_10_1016_j_cma_2023_115896
crossref_primary_10_1002_advs_202403543
crossref_primary_10_1007_s00466_024_02450_y
crossref_primary_10_3390_su15097621
crossref_primary_10_1016_j_bea_2024_100115
crossref_primary_10_1007_s00366_024_01951_x
crossref_primary_10_1115_1_4062289
crossref_primary_10_1080_15376494_2024_2419997
crossref_primary_10_1016_j_ijmecsci_2023_108445
crossref_primary_10_1016_j_cma_2023_115948
crossref_primary_10_1016_j_wear_2023_205110
crossref_primary_10_1007_s00366_022_01656_z
Cites_doi 10.1016/j.jma.2021.07.029
10.1002/maco.201709514
10.1016/j.jmps.2020.104203
10.1108/EC-06-2014-0131
10.1149/1945-7111/abbdd0
10.1115/1.4035895
10.1016/j.actbio.2011.05.032
10.1016/j.corsci.2013.01.017
10.1016/j.ijmecsci.2018.06.020
10.1016/j.camwa.2015.12.021
10.1016/j.ijmecsci.2016.11.003
10.1590/1679-78255022
10.1016/j.cma.2020.113515
10.1016/j.cma.2017.11.011
10.1016/j.bioactmat.2018.01.003
10.1016/0001-6160(84)90213-X
10.1016/j.pmatsci.2017.04.011
10.1016/j.actbio.2013.12.059
10.1142/S0218202512500546
10.1016/j.jcp.2019.05.007
10.1016/j.ijmecsci.2021.106301
10.3389/fmats.2019.00201
10.1016/j.bioactmat.2021.04.009
10.1016/j.engfracmech.2019.106708
10.1007/s00466-020-01879-1
10.1016/j.cpc.2015.08.006
10.1016/j.electacta.2017.12.086
10.1016/j.cma.2021.114544
10.1016/j.jmps.2015.02.015
10.1016/j.compstruc.2004.11.026
10.1115/1.3443401
10.1007/s10704-014-9970-4
10.1002/zamm.201700314
10.1016/j.cma.2020.113101
10.1016/j.corsci.2016.04.001
10.1016/j.cma.2020.112856
10.1002/maco.201709461
10.1016/j.electacta.2019.134795
10.1109/4235.985692
10.1016/j.camwa.2017.06.045
10.1063/1.5003915
10.1016/j.corsci.2021.109272
10.1002/cnm.3253
10.1149/2.0071501jes
10.1016/j.ijmecsci.2021.106322
10.1016/j.cma.2019.07.033
10.1007/s00466-014-0979-3
10.1121/1.4948575
10.1002/maco.201911101
10.1007/s10704-019-00363-z
10.1006/jcph.2000.6636
10.1016/S0022-5096(99)00029-0
10.1016/j.ijmecsci.2019.06.008
10.1149/2.0821807jes
10.1016/j.camwa.2013.07.022
10.1007/s42102-018-0004-x
10.5006/2615
10.1016/j.camwa.2021.08.021
10.1016/0022-5096(76)90024-7
10.1016/j.ijheatmasstransfer.2019.05.054
10.1038/s41524-018-0089-4
10.1016/j.cma.2013.05.018
10.1016/j.jmbbm.2019.103411
ContentType Journal Article
Copyright 2022 The Authors
Copyright_xml – notice: 2022 The Authors
DBID 6I.
AAFTH
AAYXX
CITATION
DOI 10.1016/j.ijmecsci.2022.107143
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1879-2162
ExternalDocumentID 10_1016_j_ijmecsci_2022_107143
S0020740322000741
GroupedDBID --K
--M
-~X
.~1
0R~
1B1
1~.
1~5
4.4
457
4G.
5GY
5VS
6I.
7-5
71M
8P~
9JN
AACTN
AAEDT
AAEDW
AAFTH
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAXUO
ABFRF
ABJNI
ABMAC
ABYKQ
ACDAQ
ACGFO
ACGFS
ACRLP
ADBBV
ADEZE
ADTZH
AEBSH
AECPX
AEFWE
AEKER
AENEX
AFKWA
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AIEXJ
AIKHN
AITUG
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AXJTR
BJAXD
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EFLBG
EO8
EO9
EP2
EP3
FDB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
IHE
J1W
JJJVA
KOM
LY7
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
RNS
ROL
RPZ
SDF
SDG
SES
SPC
SPCBC
SST
SSZ
T5K
TN5
UNMZH
XPP
XSW
ZMT
~G-
29J
6TJ
AAQXK
AATTM
AAXKI
AAYWO
AAYXX
ABFNM
ABWVN
ABXDB
ACKIV
ACNNM
ACRPL
ACVFH
ADCNI
ADIYS
ADMUD
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AFXIZ
AGCQF
AGQPQ
AGRNS
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
ASPBG
AVWKF
AZFZN
BNPGV
CITATION
EJD
FEDTE
FGOYB
G-2
HVGLF
HZ~
R2-
RIG
SET
SEW
SSH
WUQ
ID FETCH-LOGICAL-c360t-46a1ff2711ce7f4b75fc2e0c531652eafe76e5807b03e41b22a89160332441ba3
IEDL.DBID .~1
ISSN 0020-7403
IngestDate Thu Apr 24 23:11:32 EDT 2025
Tue Jul 01 03:06:52 EDT 2025
Fri Feb 23 02:39:50 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Strength reduction
Moving interface
Mass loss
Non-local diffusion
Multi-grid
Mg-Gd alloys
Language English
License This is an open access article under the CC BY license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c360t-46a1ff2711ce7f4b75fc2e0c531652eafe76e5807b03e41b22a89160332441ba3
ORCID 0000-0002-7562-9423
0000-0002-9731-3286
0000-0001-5457-7110
0000-0001-8264-0885
0000-0001-8638-8285
OpenAccessLink https://www.sciencedirect.com/science/article/pii/S0020740322000741
ParticipantIDs crossref_citationtrail_10_1016_j_ijmecsci_2022_107143
crossref_primary_10_1016_j_ijmecsci_2022_107143
elsevier_sciencedirect_doi_10_1016_j_ijmecsci_2022_107143
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-04-15
PublicationDateYYYYMMDD 2022-04-15
PublicationDate_xml – month: 04
  year: 2022
  text: 2022-04-15
  day: 15
PublicationDecade 2020
PublicationTitle International journal of mechanical sciences
PublicationYear 2022
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Shojaei, Hermann, Seleson, Cyron (b30) 2020; 66
Soleimanifar, Boroomand, Mossaiby (b49) 2014; 53
Boland, Grogan, McHugh (b71) 2017; 11
Kremheller, Vuong, Schrefler, Wall (b26) 2019; 35
Lees, Rokkam, Shanbhag, Gunzburger (b29) 2017; 147
Zhao, Shen (b17) 2021; 197
Esmaily, Svensson, Fajardo, Birbilis, Frankel, Virtanen (b42) 2017; 89
Grogan, Leen, McHugh (b69) 2014; 10
Höche (b44) 2015; 162
Winzer, Atrens, Song, Ghali, Dietzel, Kainer (b72) 2005; 7
Frankel, Samaniego, Birbilis (b46) 2013; 70
Ni, Zaccariotto, Zhu, Galvanetto (b11) 2019
Ni, Pesavento, Zaccariotto, Galvanetto, Zhu, Schrefler (b27) 2020; 366
Mai, Soghrati (b6) 2018; 260
Mossaiby, Shojaei, Zaccariotto, Galvanetto (b63) 2017; 74
Gonzalez, Hou, Nidadavolu, Willumeit-Römer, Feyerabend (b34) 2018; 3
Dipasquale, Sarego, Prapamonthon, Yooyen, Shojaei (b18) 2022; 8
Jafarzadeh, Chen, Li, Bobaru (b25) 2019; 323
Behzadinasab, Foster (b10) 2019; 218
Grogan, O’Brien, Leen, McHugh (b68) 2011; 7
Zeller-Plumhoff, Helmholz, Feyerabend, Dose, Wilde, Hipp, Beckmann, Willumeit-Römer, Hammel (b60) 2018; 69
Mossaiby, Shojaei, Boroomand, Zaccariotto, Galvanetto (b35) 2020; 362
Bazazzadeh, Mossaiby, Shojaei (b41) 2020; 223
Brady, Rother, Frith, Ievlev, Leonard, Littrell (b55) 2020; 167
Gießgen, Mittelbach, Höche, Zheludkevich, Kainer (b56) 2019; 70
Mirfatah, Boroomand, Soleimanifar (b53) 2019; 393
Bobaru, Foster, Geubelle, Silling (b19) 2016
Chen, Jafarzadeh, Zhao, Bobaru (b22) 2021; 146
Jafarzadeh, Chen, Bobaru (b23) 2018; 165
Chen, Bobaru (b21) 2015; 78
Zeller-Plumhoff, Laipple, Slominska, Iskhakova, Longo, Hermann (b45) 2021; 6
D’Elia, Gunzburger (b48) 2013; 66
Gurson (b65) 1977; 99
Shojaei, Boroomand, Soleimanifar (b51) 2016; 139
Jafarzadeh, Chen, Bobaru (b24) 2018; 74
Shojaei, Mudric, Zaccariotto, Galvanetto (b39) 2016; 119
Wang, Hu, Zhang, Pan (b31) 2019; 139
Shojaei, Mossaiby, Zaccariotto, Galvanetto (b36) 2019; 356
Eberhart, Kennedy (b57) 1995
Mirfatah, Boroomand (b52) 2021; 100
Hancock, Mackenzie (b67) 1976; 24
Rahimi, Kefal, Yildiz (b16) 2021; 197
Mai, Soghrati, Buchheit (b7) 2016; 110
Silling (b8) 2000; 48
Seleson, Littlewood (b33) 2016; 71
Zeller-Plumhoff, Gile, Priebe, Slominska, Boll, Wiese (b61) 2021; 182
Shojaei, Boroomand, Mossaiby (b50) 2015
Du, Gunzburger, Lehoucq, Zhou (b9) 2013; 23
Wang, Xu, Huang (b14) 2019; 159
Chen, Bobaru (b28) 2015; 197
Osher, Fedkiw (b4) 2001; 169
Anderson, Bai, Bischof, Blackford, Demmel, Dongarra, Du Croz (b64) 1999
Harmuth, Wiese, Bohlen, Ebel, Willumeit-Römer (b62) 2019; 6
Zaccariotto, Mudric, Tomasi, Shojaei, Galvanetto (b40) 2018; 330
Dahms, Höche, Ahmad Agha, Feyerabend, Willumeit-Römer (b43) 2018; 69
Ansari, Xiao, Hu, Li, Luo, Shi (b5) 2018; 4
Krüger, Zeller-Plumhoff, Wiese, Yi, Zuber, Wieland (b47) 2021; 9
Gartzke, Julmi, Klose, Waselau, Meyer-Lindenberg, Maier (b1) 2020; 101
Seleson, Gunzburger, Parks (b32) 2013; 266
Shojaei, Hermann, Cyron, Seleson, Silling (b54) 2022; 391
Clerc, Kennedy (b58) 2002; 6
Zeller-Plumhoff, Laipple, Slominska, Iskhakova, Longo, Hermann (b59) 2021; 6
Diehl, Prudhomme, Lévesque (b20) 2019; 1
Boland, Grogan, Conway, Mchugh (b70) 2016
Silling, Askari (b13) 2005; 83
Ma, Zhou, Markert (b2) 2018; 98
Tvergaard, Needleman (b66) 1984; 32
Höche D, Isakovic J. Level-set modeling of galvanic corrosion of magnesium. In: International conference on magnesium alloys and their applications, vol. 9, Vancouver. 2012, p. 325–31.
Dipasquale, Zaccariotto, Galvanetto (b37) 2014; 190
Bazazzadeh, Zaccariotto, Galvanetto (b15) 2019; 16
Shojaei, Mossaiby, Zaccariotto, Galvanetto (b12) 2018; 144
Ongaro, Seleson, Galvanetto, Ni, Zaccariotto (b38) 2021; 381
Höche (10.1016/j.ijmecsci.2022.107143_b44) 2015; 162
Silling (10.1016/j.ijmecsci.2022.107143_b8) 2000; 48
Du (10.1016/j.ijmecsci.2022.107143_b9) 2013; 23
Jafarzadeh (10.1016/j.ijmecsci.2022.107143_b24) 2018; 74
Ni (10.1016/j.ijmecsci.2022.107143_b11) 2019
Zeller-Plumhoff (10.1016/j.ijmecsci.2022.107143_b45) 2021; 6
Lees (10.1016/j.ijmecsci.2022.107143_b29) 2017; 147
Shojaei (10.1016/j.ijmecsci.2022.107143_b39) 2016; 119
Winzer (10.1016/j.ijmecsci.2022.107143_b72) 2005; 7
Dipasquale (10.1016/j.ijmecsci.2022.107143_b18) 2022; 8
Ma (10.1016/j.ijmecsci.2022.107143_b2) 2018; 98
Zaccariotto (10.1016/j.ijmecsci.2022.107143_b40) 2018; 330
D’Elia (10.1016/j.ijmecsci.2022.107143_b48) 2013; 66
Shojaei (10.1016/j.ijmecsci.2022.107143_b36) 2019; 356
Ansari (10.1016/j.ijmecsci.2022.107143_b5) 2018; 4
Jafarzadeh (10.1016/j.ijmecsci.2022.107143_b23) 2018; 165
Gießgen (10.1016/j.ijmecsci.2022.107143_b56) 2019; 70
Dipasquale (10.1016/j.ijmecsci.2022.107143_b37) 2014; 190
Grogan (10.1016/j.ijmecsci.2022.107143_b69) 2014; 10
Anderson (10.1016/j.ijmecsci.2022.107143_b64) 1999
Krüger (10.1016/j.ijmecsci.2022.107143_b47) 2021; 9
Diehl (10.1016/j.ijmecsci.2022.107143_b20) 2019; 1
Wang (10.1016/j.ijmecsci.2022.107143_b31) 2019; 139
Mirfatah (10.1016/j.ijmecsci.2022.107143_b53) 2019; 393
Jafarzadeh (10.1016/j.ijmecsci.2022.107143_b25) 2019; 323
Seleson (10.1016/j.ijmecsci.2022.107143_b32) 2013; 266
Gonzalez (10.1016/j.ijmecsci.2022.107143_b34) 2018; 3
Shojaei (10.1016/j.ijmecsci.2022.107143_b30) 2020; 66
Ni (10.1016/j.ijmecsci.2022.107143_b27) 2020; 366
Clerc (10.1016/j.ijmecsci.2022.107143_b58) 2002; 6
Bazazzadeh (10.1016/j.ijmecsci.2022.107143_b15) 2019; 16
Behzadinasab (10.1016/j.ijmecsci.2022.107143_b10) 2019; 218
Mossaiby (10.1016/j.ijmecsci.2022.107143_b35) 2020; 362
Zeller-Plumhoff (10.1016/j.ijmecsci.2022.107143_b59) 2021; 6
Ongaro (10.1016/j.ijmecsci.2022.107143_b38) 2021; 381
Dahms (10.1016/j.ijmecsci.2022.107143_b43) 2018; 69
Chen (10.1016/j.ijmecsci.2022.107143_b28) 2015; 197
Gartzke (10.1016/j.ijmecsci.2022.107143_b1) 2020; 101
Osher (10.1016/j.ijmecsci.2022.107143_b4) 2001; 169
Shojaei (10.1016/j.ijmecsci.2022.107143_b51) 2016; 139
Silling (10.1016/j.ijmecsci.2022.107143_b13) 2005; 83
Tvergaard (10.1016/j.ijmecsci.2022.107143_b66) 1984; 32
Chen (10.1016/j.ijmecsci.2022.107143_b22) 2021; 146
Seleson (10.1016/j.ijmecsci.2022.107143_b33) 2016; 71
Mossaiby (10.1016/j.ijmecsci.2022.107143_b63) 2017; 74
Mai (10.1016/j.ijmecsci.2022.107143_b6) 2018; 260
Bazazzadeh (10.1016/j.ijmecsci.2022.107143_b41) 2020; 223
Shojaei (10.1016/j.ijmecsci.2022.107143_b50) 2015
Shojaei (10.1016/j.ijmecsci.2022.107143_b54) 2022; 391
Gurson (10.1016/j.ijmecsci.2022.107143_b65) 1977; 99
Esmaily (10.1016/j.ijmecsci.2022.107143_b42) 2017; 89
Frankel (10.1016/j.ijmecsci.2022.107143_b46) 2013; 70
Shojaei (10.1016/j.ijmecsci.2022.107143_b12) 2018; 144
Wang (10.1016/j.ijmecsci.2022.107143_b14) 2019; 159
Rahimi (10.1016/j.ijmecsci.2022.107143_b16) 2021; 197
Bobaru (10.1016/j.ijmecsci.2022.107143_b19) 2016
Zeller-Plumhoff (10.1016/j.ijmecsci.2022.107143_b60) 2018; 69
Chen (10.1016/j.ijmecsci.2022.107143_b21) 2015; 78
Brady (10.1016/j.ijmecsci.2022.107143_b55) 2020; 167
Harmuth (10.1016/j.ijmecsci.2022.107143_b62) 2019; 6
Boland (10.1016/j.ijmecsci.2022.107143_b70) 2016
Boland (10.1016/j.ijmecsci.2022.107143_b71) 2017; 11
Zhao (10.1016/j.ijmecsci.2022.107143_b17) 2021; 197
Soleimanifar (10.1016/j.ijmecsci.2022.107143_b49) 2014; 53
Grogan (10.1016/j.ijmecsci.2022.107143_b68) 2011; 7
Mai (10.1016/j.ijmecsci.2022.107143_b7) 2016; 110
Mirfatah (10.1016/j.ijmecsci.2022.107143_b52) 2021; 100
Kremheller (10.1016/j.ijmecsci.2022.107143_b26) 2019; 35
Eberhart (10.1016/j.ijmecsci.2022.107143_b57) 1995
Zeller-Plumhoff (10.1016/j.ijmecsci.2022.107143_b61) 2021; 182
10.1016/j.ijmecsci.2022.107143_b3
Hancock (10.1016/j.ijmecsci.2022.107143_b67) 1976; 24
References_xml – volume: 10
  start-page: 2313
  year: 2014
  end-page: 2322
  ident: b69
  article-title: A physical corrosion model for bioabsorbable metal stents
  publication-title: Acta Biomater
– year: 2015
  ident: b50
  article-title: A simple meshless method for challenging engineering problems
  publication-title: Eng Comput
– volume: 48
  start-page: 175
  year: 2000
  end-page: 209
  ident: b8
  article-title: Reformulation of elasticity theory for discontinuities and long-range forces
  publication-title: J Mech Phys Solids
– volume: 381
  year: 2021
  ident: b38
  article-title: Overall equilibrium in the coupling of peridynamics and classical continuum mechanics
  publication-title: Comput Methods Appl Mech Engrg
– volume: 167
  year: 2020
  ident: b55
  article-title: Temporal evolution of corrosion film nano-porosity and magnesium alloy hydrogen penetration in NaCl solution
  publication-title: J Electrochem Soc
– volume: 70
  start-page: 104
  year: 2013
  end-page: 111
  ident: b46
  article-title: Evolution of hydrogen at dissolving magnesium surfaces
  publication-title: Corros Sci
– volume: 9
  start-page: 2207
  year: 2021
  end-page: 2222
  ident: b47
  article-title: Assessing the microstructure and in vitro degradation behavior of mg-xgd screw implants using
  publication-title: Journal of Magnesium and Alloys
– volume: 11
  year: 2017
  ident: b71
  article-title: Computational modeling of the mechanical performance of a magnesium stent undergoing uniform and pitting corrosion in a remodeling artery
  publication-title: J Med Devices
– year: 2016
  ident: b19
  article-title: Handbook of peridynamic modeling
– volume: 197
  year: 2021
  ident: b16
  article-title: An improved ordinary-state based peridynamic formulation for modeling FGMs with sharp interface transitions
  publication-title: Int J Mech Sci
– volume: 356
  start-page: 629
  year: 2019
  end-page: 651
  ident: b36
  article-title: A local collocation method to construct Dirichlet-type absorbing boundary conditions for transient scalar wave propagation problems
  publication-title: Comput Methods Appl Mech Engrg
– volume: 66
  start-page: 773
  year: 2020
  end-page: 793
  ident: b30
  article-title: Dirichlet absorbing boundary conditions for classical and peridynamic diffusion-type models
  publication-title: Comput Mech
– start-page: 1198
  year: 2016
  end-page: 1203
  ident: b70
  article-title: Computer simulation of the mechanical behaviour of implanted biodegradable stents in a remodelling artery, vol. 68
– volume: 4
  start-page: 1
  year: 2018
  end-page: 9
  ident: b5
  article-title: Phase-field model of pitting corrosion kinetics in metallic materials
  publication-title: Npj Comput Mater
– volume: 197
  year: 2021
  ident: b17
  article-title: A nonlocal model for dislocations with embedded discontinuity peridynamics
  publication-title: Int J Mech Sci
– volume: 362
  year: 2020
  ident: b35
  article-title: Local Dirichlet-type absorbing boundary conditions for transient elastic wave propagation problems
  publication-title: Comput Methods Appl Mech Engrg
– volume: 1
  start-page: 14
  year: 2019
  end-page: 35
  ident: b20
  article-title: A review of benchmark experiments for the validation of peridynamics models
  publication-title: J Peridynam Nonlocal Model
– volume: 139
  start-page: 948
  year: 2019
  end-page: 962
  ident: b31
  article-title: Modeling heat transfer subject to inhomogeneous Neumann boundary conditions by smoothed particle hydrodynamics and peridynamics
  publication-title: Int J Heat Mass Transfer
– volume: 7
  start-page: 3523
  year: 2011
  end-page: 3533
  ident: b68
  article-title: A corrosion model for bioabsorbable metallic stents
  publication-title: Acta Biomater
– volume: 98
  start-page: 2223
  year: 2018
  end-page: 2238
  ident: b2
  article-title: Numerical simulation of the tissue differentiation and corrosion process of biodegradable magnesium implants during bone fracture healing
  publication-title: ZAMM Z. Angew. Math. Mech. ZAMM.
– volume: 35
  year: 2019
  ident: b26
  article-title: An approach for vascular tumor growth based on a hybrid embedded/homogenized treatment of the vasculature within a multiphase porous medium model
  publication-title: Int J Numer Methods Biomed Eng
– volume: 100
  start-page: 99
  year: 2021
  end-page: 125
  ident: b52
  article-title: On the simulation of image-based cellular materials in a meshless style
  publication-title: Comput Math Appl
– volume: 7
  start-page: 659
  year: 2005
  end-page: 693
  ident: b72
  article-title: A critical review of the stress corrosion cracking (SCC) of magnesium alloys
  publication-title: Adv Energy Mater
– volume: 218
  start-page: 97
  year: 2019
  end-page: 109
  ident: b10
  article-title: The third sandia fracture challenge: peridynamic blind prediction of ductile fracture characterization in additively manufactured metal
  publication-title: Int J Fract
– volume: 16
  year: 2019
  ident: b15
  article-title: Fatigue degradation strategies to simulate crack propagation using peridynamic based computational methods
  publication-title: Lat Am J Solids Struct
– volume: 99
  start-page: 2
  year: 1977
  end-page: 15
  ident: b65
  article-title: Continuum theory of ductile rupture by void nucleation and growth: Part I - yield criteria and flow rules for porous ductile media
  publication-title: J Eng Mater Technol
– volume: 89
  start-page: 92
  year: 2017
  end-page: 193
  ident: b42
  article-title: Fundamentals and advances in magnesium alloy corrosion
  publication-title: Prog Mater Sci
– start-page: 1
  year: 2019
  end-page: 16
  ident: b11
  article-title: Coupling of FEM and ordinary state-based peridynamics for brittle failure analysis in 3D
  publication-title: Mech Adv Mater Struct
– volume: 3
  start-page: 174
  year: 2018
  end-page: 185
  ident: b34
  article-title: Magnesium degradation under physiological conditions - Best practice
  publication-title: Bioact Mater
– volume: 74
  start-page: 393
  year: 2018
  ident: b24
  article-title: Peridynamic modeling of repassivation in pitting corrosion of stainless steel
  publication-title: Corrosion
– volume: 366
  year: 2020
  ident: b27
  article-title: Hybrid FEM and peridynamic simulation of hydraulic fracture propagation in saturated porous media
  publication-title: Comput Methods Appl Mech Engrg
– volume: 393
  start-page: 351
  year: 2019
  end-page: 374
  ident: b53
  article-title: On the solution of 3D problems in physics: from the geometry definition in CAD to the solution by a meshless method
  publication-title: J Comput Phys
– volume: 6
  start-page: 58
  year: 2002
  end-page: 73
  ident: b58
  article-title: The particle swarm-explosion, stability, and convergence in a multidimensional complex space
  publication-title: IEEE Trans Evol Comput
– volume: 330
  start-page: 471
  year: 2018
  end-page: 497
  ident: b40
  article-title: Coupling of FEM meshes with peridynamic grids
  publication-title: Comput Methods Appl Mech Engrg
– volume: 8
  start-page: 617
  year: 2022
  end-page: 628
  ident: b18
  article-title: A stress tensor-based failure criterion for ordinary state-based peridynamic models
  publication-title: J Appl Comput Mech
– volume: 162
  start-page: C1
  year: 2015
  end-page: C11
  ident: b44
  article-title: Simulation of corrosion product deposit layer growth on bare magnesium galvanically coupled to aluminum
  publication-title: J Electrochem Soc
– volume: 24
  start-page: 147
  year: 1976
  end-page: 169
  ident: b67
  article-title: On the mechanisms of ductile failure in high-strength steels subjected to multi-axial stress-states
  publication-title: J Mech Phys Solids
– reference: Höche D, Isakovic J. Level-set modeling of galvanic corrosion of magnesium. In: International conference on magnesium alloys and their applications, vol. 9, Vancouver. 2012, p. 325–31.
– volume: 6
  start-page: 4368
  year: 2021
  end-page: 4376
  ident: b45
  article-title: Evaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nm
  publication-title: Bioact Mater
– volume: 146
  year: 2021
  ident: b22
  article-title: A coupled mechano-chemical peridynamic model for pit-to-crack transition in stress-corrosion cracking
  publication-title: J Mech Phys Solids
– volume: 6
  start-page: 4368
  year: 2021
  end-page: 4376
  ident: b59
  article-title: Evaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nm
  publication-title: Bioactive Materials
– volume: 71
  start-page: 2432
  year: 2016
  end-page: 2448
  ident: b33
  article-title: Convergence studies in meshfree peridynamic simulations
  publication-title: Comput Math Appl
– volume: 66
  start-page: 1245
  year: 2013
  end-page: 1260
  ident: b48
  article-title: The fractional Laplacian operator on bounded domains as a special case of the nonlocal diffusion operator
  publication-title: Comput Math Appl
– volume: 139
  start-page: 2613
  year: 2016
  end-page: 2623
  ident: b51
  article-title: A meshless method for unbounded acoustic problems
  publication-title: J Acoust Soc Am
– volume: 197
  start-page: 51
  year: 2015
  end-page: 60
  ident: b28
  article-title: Selecting the kernel in a peridynamic formulation: A study for transient heat diffusion
  publication-title: Comput Phys Comm
– start-page: 39
  year: 1995
  end-page: 43
  ident: b57
  article-title: A new optimizer using particle swarm theory
  publication-title: MHS’95. Proceedings of the sixth international symposium on micro machine and human science
– year: 1999
  ident: b64
  article-title: LAPACK users’ guide
– volume: 78
  start-page: 352
  year: 2015
  end-page: 381
  ident: b21
  article-title: Peridynamic modeling of pitting corrosion damage
  publication-title: J Mech Phys Solids
– volume: 391
  year: 2022
  ident: b54
  article-title: A hybrid meshfree discretization to improve the numerical performance of peridynamic models
  publication-title: Comput Methods Appl Mech Engrg
– volume: 23
  start-page: 493
  year: 2013
  end-page: 540
  ident: b9
  article-title: A nonlocal vector calculus, nonlocal volume-constrained problems, and nonlocal balance laws
  publication-title: Math Models Methods Appl Sci
– volume: 74
  start-page: 1856
  year: 2017
  end-page: 1870
  ident: b63
  article-title: OpenCL implementation of a high performance 3D peridynamic model on graphics accelerators
  publication-title: Comput Math Appl
– volume: 266
  start-page: 185
  year: 2013
  end-page: 204
  ident: b32
  article-title: Interface problems in nonlocal diffusion and sharp transitions between local and nonlocal domains
  publication-title: Comput Methods Appl Mech Engrg
– volume: 144
  start-page: 600
  year: 2018
  end-page: 617
  ident: b12
  article-title: An adaptive multi-grid peridynamic method for dynamic fracture analysis
  publication-title: Int J Mech Sci
– volume: 223
  year: 2020
  ident: b41
  article-title: An adaptive thermo-mechanical peridynamic model for fracture analysis in ceramics
  publication-title: Eng Fract Mech
– volume: 323
  year: 2019
  ident: b25
  article-title: A peridynamic mechano-chemical damage model for stress-assisted corrosion
  publication-title: Electrochim Acta
– volume: 69
  start-page: 191
  year: 2018
  end-page: 196
  ident: b43
  article-title: A simple model for long-time degradation of magnesium under physiological conditions
  publication-title: Mater Corros
– volume: 147
  year: 2017
  ident: b29
  article-title: The electroneutrality constraint in nonlocal models
  publication-title: J Chem Phys
– volume: 70
  start-page: 2247
  year: 2019
  end-page: 2255
  ident: b56
  article-title: Enhanced predictive corrosion modeling with implicit corrosion products
  publication-title: Mater Corros
– volume: 69
  start-page: 298
  year: 2018
  end-page: 306
  ident: b60
  article-title: Quantitative characterization of degradation processes in situ by means of a bioreactor coupled flow chamber under physiological conditions using time-lapse SR
  publication-title: Mater Corros
– volume: 260
  start-page: 290
  year: 2018
  end-page: 304
  ident: b6
  article-title: New phase field model for simulating galvanic and pitting corrosion processes
  publication-title: Electrochim Acta
– volume: 119
  start-page: 419
  year: 2016
  end-page: 431
  ident: b39
  article-title: A coupled meshless finite point/peridynamic method for 2D dynamic fracture analysis
  publication-title: Int J Mech Sci
– volume: 110
  start-page: 157
  year: 2016
  end-page: 166
  ident: b7
  article-title: A phase field model for simulating the pitting corrosion
  publication-title: Corros Sci
– volume: 159
  start-page: 336
  year: 2019
  end-page: 344
  ident: b14
  article-title: A non-ordinary state-based peridynamic formulation for thermo-visco-plastic deformation and impact fracture
  publication-title: Int J Mech Sci
– volume: 101
  year: 2020
  ident: b1
  article-title: A simulation model for the degradation of magnesium-based bone implants
  publication-title: J Mech Behav Biomed Mater
– volume: 53
  start-page: 1355
  year: 2014
  end-page: 1374
  ident: b49
  article-title: A meshless method using local exponential basis functions with weak continuity up to a desired order
  publication-title: Comput Mech
– volume: 169
  start-page: 463
  year: 2001
  end-page: 502
  ident: b4
  article-title: Level set methods: an overview and some recent results
  publication-title: J Comput Phys
– volume: 83
  start-page: 1526
  year: 2005
  end-page: 1535
  ident: b13
  article-title: A meshfree method based on the peridynamic model of solid mechanics
  publication-title: Comput Struct
– volume: 190
  start-page: 1
  year: 2014
  end-page: 22
  ident: b37
  article-title: Crack propagation with adaptive grid refinement in 2D peridynamics
  publication-title: Int J Fract
– volume: 182
  year: 2021
  ident: b61
  article-title: Exploring key ionic interactions for magnesium degradation in simulated body fluid – a data-driven approach
  publication-title: Corros Sci
– volume: 6
  year: 2019
  ident: b62
  article-title: Wide range mechanical customization of Mg-Gd alloys with low degradation rates by extrusion
  publication-title: Front Mater
– volume: 32
  start-page: 157
  year: 1984
  end-page: 169
  ident: b66
  article-title: Analysis of the cup-cone fracture in a round tensile bar
  publication-title: Acta Metall
– volume: 165
  start-page: C362
  year: 2018
  ident: b23
  article-title: Peridynamic modeling of intergranular corrosion damage
  publication-title: J Electrochem Soc
– volume: 9
  start-page: 2207
  issn: 2213-9567
  issue: 6
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b47
  article-title: Assessing the microstructure and in vitro degradation behavior of mg-xgd screw implants using μCT
  publication-title: Journal of Magnesium and Alloys
  doi: 10.1016/j.jma.2021.07.029
– volume: 69
  start-page: 298
  issn: 1521-4176
  issue: 3
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b60
  article-title: Quantitative characterization of degradation processes in situ by means of a bioreactor coupled flow chamber under physiological conditions using time-lapse SRμ CT
  publication-title: Mater Corros
  doi: 10.1002/maco.201709514
– volume: 146
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b22
  article-title: A coupled mechano-chemical peridynamic model for pit-to-crack transition in stress-corrosion cracking
  publication-title: J Mech Phys Solids
  doi: 10.1016/j.jmps.2020.104203
– year: 2015
  ident: 10.1016/j.ijmecsci.2022.107143_b50
  article-title: A simple meshless method for challenging engineering problems
  publication-title: Eng Comput
  doi: 10.1108/EC-06-2014-0131
– volume: 167
  issue: 13
  year: 2020
  ident: 10.1016/j.ijmecsci.2022.107143_b55
  article-title: Temporal evolution of corrosion film nano-porosity and magnesium alloy hydrogen penetration in NaCl solution
  publication-title: J Electrochem Soc
  doi: 10.1149/1945-7111/abbdd0
– volume: 11
  issue: 2
  year: 2017
  ident: 10.1016/j.ijmecsci.2022.107143_b71
  article-title: Computational modeling of the mechanical performance of a magnesium stent undergoing uniform and pitting corrosion in a remodeling artery
  publication-title: J Med Devices
  doi: 10.1115/1.4035895
– ident: 10.1016/j.ijmecsci.2022.107143_b3
– volume: 7
  start-page: 3523
  issue: 9
  year: 2011
  ident: 10.1016/j.ijmecsci.2022.107143_b68
  article-title: A corrosion model for bioabsorbable metallic stents
  publication-title: Acta Biomater
  doi: 10.1016/j.actbio.2011.05.032
– volume: 70
  start-page: 104
  year: 2013
  ident: 10.1016/j.ijmecsci.2022.107143_b46
  article-title: Evolution of hydrogen at dissolving magnesium surfaces
  publication-title: Corros Sci
  doi: 10.1016/j.corsci.2013.01.017
– volume: 144
  start-page: 600
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b12
  article-title: An adaptive multi-grid peridynamic method for dynamic fracture analysis
  publication-title: Int J Mech Sci
  doi: 10.1016/j.ijmecsci.2018.06.020
– volume: 71
  start-page: 2432
  issue: 11
  year: 2016
  ident: 10.1016/j.ijmecsci.2022.107143_b33
  article-title: Convergence studies in meshfree peridynamic simulations
  publication-title: Comput Math Appl
  doi: 10.1016/j.camwa.2015.12.021
– volume: 119
  start-page: 419
  year: 2016
  ident: 10.1016/j.ijmecsci.2022.107143_b39
  article-title: A coupled meshless finite point/peridynamic method for 2D dynamic fracture analysis
  publication-title: Int J Mech Sci
  doi: 10.1016/j.ijmecsci.2016.11.003
– volume: 16
  issn: 1679-7825
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b15
  article-title: Fatigue degradation strategies to simulate crack propagation using peridynamic based computational methods
  publication-title: Lat Am J Solids Struct
  doi: 10.1590/1679-78255022
– year: 2016
  ident: 10.1016/j.ijmecsci.2022.107143_b19
– volume: 381
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b38
  article-title: Overall equilibrium in the coupling of peridynamics and classical continuum mechanics
  publication-title: Comput Methods Appl Mech Engrg
  doi: 10.1016/j.cma.2020.113515
– volume: 330
  start-page: 471
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b40
  article-title: Coupling of FEM meshes with peridynamic grids
  publication-title: Comput Methods Appl Mech Engrg
  doi: 10.1016/j.cma.2017.11.011
– start-page: 1198
  year: 2016
  ident: 10.1016/j.ijmecsci.2022.107143_b70
– volume: 3
  start-page: 174
  issue: 2
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b34
  article-title: Magnesium degradation under physiological conditions - Best practice
  publication-title: Bioact Mater
  doi: 10.1016/j.bioactmat.2018.01.003
– volume: 32
  start-page: 157
  issue: 1
  year: 1984
  ident: 10.1016/j.ijmecsci.2022.107143_b66
  article-title: Analysis of the cup-cone fracture in a round tensile bar
  publication-title: Acta Metall
  doi: 10.1016/0001-6160(84)90213-X
– volume: 89
  start-page: 92
  year: 2017
  ident: 10.1016/j.ijmecsci.2022.107143_b42
  article-title: Fundamentals and advances in magnesium alloy corrosion
  publication-title: Prog Mater Sci
  doi: 10.1016/j.pmatsci.2017.04.011
– volume: 10
  start-page: 2313
  issue: 5
  year: 2014
  ident: 10.1016/j.ijmecsci.2022.107143_b69
  article-title: A physical corrosion model for bioabsorbable metal stents
  publication-title: Acta Biomater
  doi: 10.1016/j.actbio.2013.12.059
– volume: 23
  start-page: 493
  issue: 03
  year: 2013
  ident: 10.1016/j.ijmecsci.2022.107143_b9
  article-title: A nonlocal vector calculus, nonlocal volume-constrained problems, and nonlocal balance laws
  publication-title: Math Models Methods Appl Sci
  doi: 10.1142/S0218202512500546
– volume: 393
  start-page: 351
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b53
  article-title: On the solution of 3D problems in physics: from the geometry definition in CAD to the solution by a meshless method
  publication-title: J Comput Phys
  doi: 10.1016/j.jcp.2019.05.007
– volume: 197
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b17
  article-title: A nonlocal model for dislocations with embedded discontinuity peridynamics
  publication-title: Int J Mech Sci
  doi: 10.1016/j.ijmecsci.2021.106301
– volume: 6
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b62
  article-title: Wide range mechanical customization of Mg-Gd alloys with low degradation rates by extrusion
  publication-title: Front Mater
  doi: 10.3389/fmats.2019.00201
– volume: 6
  start-page: 4368
  issn: 2452-199X
  issue: 12
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b59
  article-title: Evaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nm
  publication-title: Bioactive Materials
  doi: 10.1016/j.bioactmat.2021.04.009
– volume: 223
  year: 2020
  ident: 10.1016/j.ijmecsci.2022.107143_b41
  article-title: An adaptive thermo-mechanical peridynamic model for fracture analysis in ceramics
  publication-title: Eng Fract Mech
  doi: 10.1016/j.engfracmech.2019.106708
– volume: 66
  start-page: 773
  issue: 4
  year: 2020
  ident: 10.1016/j.ijmecsci.2022.107143_b30
  article-title: Dirichlet absorbing boundary conditions for classical and peridynamic diffusion-type models
  publication-title: Comput Mech
  doi: 10.1007/s00466-020-01879-1
– volume: 197
  start-page: 51
  year: 2015
  ident: 10.1016/j.ijmecsci.2022.107143_b28
  article-title: Selecting the kernel in a peridynamic formulation: A study for transient heat diffusion
  publication-title: Comput Phys Comm
  doi: 10.1016/j.cpc.2015.08.006
– start-page: 1
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b11
  article-title: Coupling of FEM and ordinary state-based peridynamics for brittle failure analysis in 3D
  publication-title: Mech Adv Mater Struct
– volume: 7
  start-page: 659
  issue: 8
  year: 2005
  ident: 10.1016/j.ijmecsci.2022.107143_b72
  article-title: A critical review of the stress corrosion cracking (SCC) of magnesium alloys
  publication-title: Adv Energy Mater
– volume: 6
  start-page: 4368
  issue: 12
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b45
  article-title: Evaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nm
  publication-title: Bioact Mater
  doi: 10.1016/j.bioactmat.2021.04.009
– volume: 260
  start-page: 290
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b6
  article-title: New phase field model for simulating galvanic and pitting corrosion processes
  publication-title: Electrochim Acta
  doi: 10.1016/j.electacta.2017.12.086
– volume: 391
  issn: 0045-7825
  year: 2022
  ident: 10.1016/j.ijmecsci.2022.107143_b54
  article-title: A hybrid meshfree discretization to improve the numerical performance of peridynamic models
  publication-title: Comput Methods Appl Mech Engrg
  doi: 10.1016/j.cma.2021.114544
– start-page: 39
  year: 1995
  ident: 10.1016/j.ijmecsci.2022.107143_b57
  article-title: A new optimizer using particle swarm theory
– volume: 78
  start-page: 352
  year: 2015
  ident: 10.1016/j.ijmecsci.2022.107143_b21
  article-title: Peridynamic modeling of pitting corrosion damage
  publication-title: J Mech Phys Solids
  doi: 10.1016/j.jmps.2015.02.015
– volume: 83
  start-page: 1526
  issue: 17–18
  year: 2005
  ident: 10.1016/j.ijmecsci.2022.107143_b13
  article-title: A meshfree method based on the peridynamic model of solid mechanics
  publication-title: Comput Struct
  doi: 10.1016/j.compstruc.2004.11.026
– volume: 99
  start-page: 2
  year: 1977
  ident: 10.1016/j.ijmecsci.2022.107143_b65
  article-title: Continuum theory of ductile rupture by void nucleation and growth: Part I - yield criteria and flow rules for porous ductile media
  publication-title: J Eng Mater Technol
  doi: 10.1115/1.3443401
– volume: 190
  start-page: 1
  issue: 1–2
  year: 2014
  ident: 10.1016/j.ijmecsci.2022.107143_b37
  article-title: Crack propagation with adaptive grid refinement in 2D peridynamics
  publication-title: Int J Fract
  doi: 10.1007/s10704-014-9970-4
– volume: 98
  start-page: 2223
  issue: 12
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b2
  article-title: Numerical simulation of the tissue differentiation and corrosion process of biodegradable magnesium implants during bone fracture healing
  publication-title: ZAMM Z. Angew. Math. Mech. ZAMM.
  doi: 10.1002/zamm.201700314
– volume: 8
  start-page: 617
  issn: 2383-4536
  issue: Issue 2 (In Progress)
  year: 2022
  ident: 10.1016/j.ijmecsci.2022.107143_b18
  article-title: A stress tensor-based failure criterion for ordinary state-based peridynamic models
  publication-title: J Appl Comput Mech
– volume: 366
  year: 2020
  ident: 10.1016/j.ijmecsci.2022.107143_b27
  article-title: Hybrid FEM and peridynamic simulation of hydraulic fracture propagation in saturated porous media
  publication-title: Comput Methods Appl Mech Engrg
  doi: 10.1016/j.cma.2020.113101
– volume: 110
  start-page: 157
  year: 2016
  ident: 10.1016/j.ijmecsci.2022.107143_b7
  article-title: A phase field model for simulating the pitting corrosion
  publication-title: Corros Sci
  doi: 10.1016/j.corsci.2016.04.001
– volume: 362
  year: 2020
  ident: 10.1016/j.ijmecsci.2022.107143_b35
  article-title: Local Dirichlet-type absorbing boundary conditions for transient elastic wave propagation problems
  publication-title: Comput Methods Appl Mech Engrg
  doi: 10.1016/j.cma.2020.112856
– volume: 69
  start-page: 191
  issue: 2
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b43
  article-title: A simple model for long-time degradation of magnesium under physiological conditions
  publication-title: Mater Corros
  doi: 10.1002/maco.201709461
– volume: 323
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b25
  article-title: A peridynamic mechano-chemical damage model for stress-assisted corrosion
  publication-title: Electrochim Acta
  doi: 10.1016/j.electacta.2019.134795
– volume: 6
  start-page: 58
  issue: 1
  year: 2002
  ident: 10.1016/j.ijmecsci.2022.107143_b58
  article-title: The particle swarm-explosion, stability, and convergence in a multidimensional complex space
  publication-title: IEEE Trans Evol Comput
  doi: 10.1109/4235.985692
– year: 1999
  ident: 10.1016/j.ijmecsci.2022.107143_b64
– volume: 74
  start-page: 1856
  issue: 8
  year: 2017
  ident: 10.1016/j.ijmecsci.2022.107143_b63
  article-title: OpenCL implementation of a high performance 3D peridynamic model on graphics accelerators
  publication-title: Comput Math Appl
  doi: 10.1016/j.camwa.2017.06.045
– volume: 147
  issue: 12
  year: 2017
  ident: 10.1016/j.ijmecsci.2022.107143_b29
  article-title: The electroneutrality constraint in nonlocal models
  publication-title: J Chem Phys
  doi: 10.1063/1.5003915
– volume: 182
  issn: 0010-938X
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b61
  article-title: Exploring key ionic interactions for magnesium degradation in simulated body fluid – a data-driven approach
  publication-title: Corros Sci
  doi: 10.1016/j.corsci.2021.109272
– volume: 35
  issue: 11
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b26
  article-title: An approach for vascular tumor growth based on a hybrid embedded/homogenized treatment of the vasculature within a multiphase porous medium model
  publication-title: Int J Numer Methods Biomed Eng
  doi: 10.1002/cnm.3253
– volume: 162
  start-page: C1
  issue: 1
  year: 2015
  ident: 10.1016/j.ijmecsci.2022.107143_b44
  article-title: Simulation of corrosion product deposit layer growth on bare magnesium galvanically coupled to aluminum
  publication-title: J Electrochem Soc
  doi: 10.1149/2.0071501jes
– volume: 197
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b16
  article-title: An improved ordinary-state based peridynamic formulation for modeling FGMs with sharp interface transitions
  publication-title: Int J Mech Sci
  doi: 10.1016/j.ijmecsci.2021.106322
– volume: 356
  start-page: 629
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b36
  article-title: A local collocation method to construct Dirichlet-type absorbing boundary conditions for transient scalar wave propagation problems
  publication-title: Comput Methods Appl Mech Engrg
  doi: 10.1016/j.cma.2019.07.033
– volume: 53
  start-page: 1355
  issue: 6
  year: 2014
  ident: 10.1016/j.ijmecsci.2022.107143_b49
  article-title: A meshless method using local exponential basis functions with weak continuity up to a desired order
  publication-title: Comput Mech
  doi: 10.1007/s00466-014-0979-3
– volume: 139
  start-page: 2613
  issue: 5
  year: 2016
  ident: 10.1016/j.ijmecsci.2022.107143_b51
  article-title: A meshless method for unbounded acoustic problems
  publication-title: J Acoust Soc Am
  doi: 10.1121/1.4948575
– volume: 70
  start-page: 2247
  issue: 12
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b56
  article-title: Enhanced predictive corrosion modeling with implicit corrosion products
  publication-title: Mater Corros
  doi: 10.1002/maco.201911101
– volume: 218
  start-page: 97
  issue: 1
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b10
  article-title: The third sandia fracture challenge: peridynamic blind prediction of ductile fracture characterization in additively manufactured metal
  publication-title: Int J Fract
  doi: 10.1007/s10704-019-00363-z
– volume: 169
  start-page: 463
  issue: 2
  year: 2001
  ident: 10.1016/j.ijmecsci.2022.107143_b4
  article-title: Level set methods: an overview and some recent results
  publication-title: J Comput Phys
  doi: 10.1006/jcph.2000.6636
– volume: 48
  start-page: 175
  issue: 1
  year: 2000
  ident: 10.1016/j.ijmecsci.2022.107143_b8
  article-title: Reformulation of elasticity theory for discontinuities and long-range forces
  publication-title: J Mech Phys Solids
  doi: 10.1016/S0022-5096(99)00029-0
– volume: 159
  start-page: 336
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b14
  article-title: A non-ordinary state-based peridynamic formulation for thermo-visco-plastic deformation and impact fracture
  publication-title: Int J Mech Sci
  doi: 10.1016/j.ijmecsci.2019.06.008
– volume: 165
  start-page: C362
  issue: 7
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b23
  article-title: Peridynamic modeling of intergranular corrosion damage
  publication-title: J Electrochem Soc
  doi: 10.1149/2.0821807jes
– volume: 66
  start-page: 1245
  issue: 7
  year: 2013
  ident: 10.1016/j.ijmecsci.2022.107143_b48
  article-title: The fractional Laplacian operator on bounded domains as a special case of the nonlocal diffusion operator
  publication-title: Comput Math Appl
  doi: 10.1016/j.camwa.2013.07.022
– volume: 1
  start-page: 14
  issue: 1
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b20
  article-title: A review of benchmark experiments for the validation of peridynamics models
  publication-title: J Peridynam Nonlocal Model
  doi: 10.1007/s42102-018-0004-x
– volume: 74
  start-page: 393
  issue: 4
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b24
  article-title: Peridynamic modeling of repassivation in pitting corrosion of stainless steel
  publication-title: Corrosion
  doi: 10.5006/2615
– volume: 100
  start-page: 99
  year: 2021
  ident: 10.1016/j.ijmecsci.2022.107143_b52
  article-title: On the simulation of image-based cellular materials in a meshless style
  publication-title: Comput Math Appl
  doi: 10.1016/j.camwa.2021.08.021
– volume: 24
  start-page: 147
  year: 1976
  ident: 10.1016/j.ijmecsci.2022.107143_b67
  article-title: On the mechanisms of ductile failure in high-strength steels subjected to multi-axial stress-states
  publication-title: J Mech Phys Solids
  doi: 10.1016/0022-5096(76)90024-7
– volume: 139
  start-page: 948
  year: 2019
  ident: 10.1016/j.ijmecsci.2022.107143_b31
  article-title: Modeling heat transfer subject to inhomogeneous Neumann boundary conditions by smoothed particle hydrodynamics and peridynamics
  publication-title: Int J Heat Mass Transfer
  doi: 10.1016/j.ijheatmasstransfer.2019.05.054
– volume: 4
  start-page: 1
  issue: 1
  year: 2018
  ident: 10.1016/j.ijmecsci.2022.107143_b5
  article-title: Phase-field model of pitting corrosion kinetics in metallic materials
  publication-title: Npj Comput Mater
  doi: 10.1038/s41524-018-0089-4
– volume: 266
  start-page: 185
  year: 2013
  ident: 10.1016/j.ijmecsci.2022.107143_b32
  article-title: Interface problems in nonlocal diffusion and sharp transitions between local and nonlocal domains
  publication-title: Comput Methods Appl Mech Engrg
  doi: 10.1016/j.cma.2013.05.018
– volume: 101
  year: 2020
  ident: 10.1016/j.ijmecsci.2022.107143_b1
  article-title: A simulation model for the degradation of magnesium-based bone implants
  publication-title: J Mech Behav Biomed Mater
  doi: 10.1016/j.jmbbm.2019.103411
SSID ssj0017053
Score 2.4993038
Snippet This paper proposes a computational framework to describe the biodegradation of magnesium (Mg)-based bone implants. It is based on a sequential combination of...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 107143
SubjectTerms Mass loss
Mg-Gd alloys
Moving interface
Multi-grid
Non-local diffusion
Strength reduction
Title Combining peridynamic and finite element simulations to capture the corrosion of degradable bone implants and to predict their residual strength
URI https://dx.doi.org/10.1016/j.ijmecsci.2022.107143
Volume 220
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb8IwDI4Qu2yHaU_tiXzYtdB36BGhIbZpnIbErUrz2IqgVNBd9xv2k2f3gZg0icOOTesoip3Yrv3ZjD0oE4XSVsoyvq8tn2vbinQSoiwHwjPa04Gi_x2vk3A89Z9nwazFhg0WhtIq67u_utPL27oe6dW72cvTlDC-Luo_GyWyUoyEYPc5SXn3a5vmQdViqigzukn09Q5KeN5N50stcXL0E10XB3mJ3vlLQe0ondEJO66tRRhUCzplLZ2dsaOdGoLn7BtPdFJ2eQAqWqyqDvMgMgUmJYMSdJUhDpt0Wffq2kCxAilyih4AWoCALiguBt_AyoCi-hGKIFWQrDIN6TJfULZMOScS5msK7hRQxhgA3fUSzwWEOsnei48LNh09vg3HVt1mwZJeaBeWHwrHGJc7jtTc-AkPjHS1LfF0hoGrhdE81EHf5ontad9JXFf0I-pOjbYYPgrvkrUzXM4Vg77gUkToEpqIWps5EcFYbamcsO95aMtcs6DZ21jWNcipFcYibpLN5nHDk5h4Elc8uWa9LV1eVeHYSxE1rIt_yVOMqmIP7c0_aG_ZIT1RvMkJ7li7WH_qezRbiqRTymWHHQyeXsaTHwiL73Y
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT8MwDI5gHIAD4inG0weuZW36PiIEGo_ttEncqjQP6LR11Vau_AZ-MnYfaEhIHDg2raModmK79mczdqVMHEhbKct4nra8UNtWrNMAZdkXrtGu9hX97xgMg_7Ye3zxX9bYbYuFobTK5u6v7_Tqtm5Ges1u9oosI4wvR_1no0TWinGdbXh4fKmNwfXHd54HlYupw8zoJ9HnKzDhyXU2mWmJs6OjyDkOhhV85zcNtaJ17nfZTmMuwk29oj22pvN9tr1SRPCAfeKRTqs2D0BVi1XdYh5ErsBkZFGCrlPEYZnNmmZdSyjnIEVB4QNAExDQB8XF4BuYG1BUQEIRpgrSea4hmxVTSpep5kTCYkHRnRKqIAOgv14BuoBgJ_lr-XbIxvd3o9u-1fRZsKQb2KXlBcIxhoeOI3VovDT0jeTalng8A59rYXQYaD-yw9R2teeknIsopvbUaIzho3CPWCfH5RwziEQoRYw-oYmpt5kTE47VlsoJItdFY6bL_HZvE9kUIadeGNOkzTabJC1PEuJJUvOky3rfdEVdhuNPirhlXfJDoBLUFX_QnvyD9pJt9keD5-T5Yfh0yrboDQWfHP-MdcrFuz5HG6ZMLyoZ_QKF5_EE
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Combining+peridynamic+and+finite+element+simulations+to+capture+the+corrosion+of+degradable+bone+implants+and+to+predict+their+residual+strength&rft.jtitle=International+journal+of+mechanical+sciences&rft.au=Hermann%2C+Alexander&rft.au=Shojaei%2C+Arman&rft.au=Steglich%2C+Dirk&rft.au=H%C3%B6che%2C+Daniel&rft.date=2022-04-15&rft.pub=Elsevier+Ltd&rft.issn=0020-7403&rft.eissn=1879-2162&rft.volume=220&rft_id=info:doi/10.1016%2Fj.ijmecsci.2022.107143&rft.externalDocID=S0020740322000741
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0020-7403&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0020-7403&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0020-7403&client=summon