Thermodynamically consistent phase field model for hydrogen-assisted cracking
Pith reviewed 2026-06-27 09:06 UTC · model grok-4.3
The pith
A variational phase field model couples crack propagation with hydrogen segregation to capture the transition to intergranular cracking.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Within a variational framework, the model simultaneously describes crack propagation and hydrogen segregation on crack surfaces and grain boundaries together with the associated reduction in interfacial energies, and demonstrates the ability to capture the transition from transgranular cracking to hydrogen-assisted intergranular cracking in the context of HEDE mechanisms.
What carries the argument
A variational energy functional that couples mechanical crack driving forces to hydrogen segregation thermodynamics at interfaces.
Load-bearing premise
The hydrogen-enhanced decohesion mechanism dominates and the chosen variational functional accurately represents the coupled thermodynamics of cracking and hydrogen segregation without extra fitting parameters.
What would settle it
An experiment on a polycrystalline sample in which the observed transition hydrogen concentration or stress level between transgranular and intergranular cracking differs from the value obtained in model simulations.
Figures
read the original abstract
We propose a phase field model able to simulate hydrogen-assisted cracking in polycrystalline materials. Within a variational framework, the model simultaneously describes crack propagation and hydrogen segregation on crack surfaces and grain boundaries together with the associated reduction in interfacial energies. In the context of hydrogen-enhanced decohesion (HEDE) mechanisms, we demonstrate the ability of the model to capture the transition from transgranular cracking to hydrogen-assisted intergranular cracking.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript proposes a phase field model for hydrogen-assisted cracking in polycrystalline materials. Within a variational framework, the model simultaneously describes crack propagation and hydrogen segregation on crack surfaces and grain boundaries together with the associated reduction in interfacial energies. In the context of hydrogen-enhanced decohesion (HEDE) mechanisms, it demonstrates the ability to capture the transition from transgranular cracking to hydrogen-assisted intergranular cracking.
Significance. If the central claims hold, the work would provide a thermodynamically consistent variational phase-field approach that couples cracking evolution with hydrogen segregation and interfacial energy reduction. This simultaneous treatment of multiple physical processes in a polycrystalline setting is a strength and could enable more predictive simulations of HEDE-driven failure modes. The variational construction is explicitly credited as ensuring thermodynamic consistency without additional fitting parameters.
major comments (2)
- [Abstract] Abstract: the central claim that the model captures the transgranular-to-intergranular transition is stated but no equations, energy functional, evolution laws, or simulation results are provided to support it. This is load-bearing for the paper's primary demonstration.
- [Abstract] Abstract: the assertion of thermodynamic consistency within the variational framework cannot be verified because the explicit form of the total energy (including crack, hydrogen segregation, and interfacial terms) is not shown.
Simulated Author's Rebuttal
We thank the referee for their review. The comments address the level of detail in the abstract. We respond point-by-point below, clarifying that the abstract is a concise summary while the supporting derivations, equations, and results appear in the main text.
read point-by-point responses
-
Referee: [Abstract] Abstract: the central claim that the model captures the transgranular-to-intergranular transition is stated but no equations, energy functional, evolution laws, or simulation results are provided to support it. This is load-bearing for the paper's primary demonstration.
Authors: The abstract is intended as a high-level overview of the contribution. The variational framework, energy functional, evolution laws, and simulation results that demonstrate the transgranular-to-intergranular transition under HEDE are fully detailed in Sections 2 (formulation), 3 (implementation), and 4 (results) of the manuscript, including direct comparisons of crack paths with and without hydrogen. revision: no
-
Referee: [Abstract] Abstract: the assertion of thermodynamic consistency within the variational framework cannot be verified because the explicit form of the total energy (including crack, hydrogen segregation, and interfacial terms) is not shown.
Authors: The total energy functional, comprising the bulk elastic energy, crack surface energy, hydrogen segregation contributions on crack faces and grain boundaries, and the resulting interfacial energy reductions, is explicitly stated as Eq. (1) in Section 2. The variational derivation establishing thermodynamic consistency (no additional fitting parameters) is given in Section 2.1. The abstract summarizes this construction without reproducing the full expressions. revision: no
Circularity Check
No significant circularity detected
full rationale
The provided manuscript text consists solely of an abstract describing a variational phase-field model for hydrogen-assisted cracking that couples crack propagation with hydrogen segregation and interfacial energy reduction under HEDE mechanisms. No equations, derivation steps, parameter-fitting procedures, self-citations, or ansatzes are exhibited in the text. Without any load-bearing mathematical chain or explicit reduction of a claimed prediction to fitted inputs or prior self-referential results, no circularity of any enumerated kind can be identified. The central claim remains a statement of model capability that does not reduce to its own inputs by construction.
Axiom & Free-Parameter Ledger
Reference graph
Works this paper leans on
-
[1]
SIII in the Supplementary Material)
The parametersα ij and βij allow to control respectively the hydrogen segregation energies in the intact GB, ∆E GB, and in the broken GB, ∆Eck|GB (see Sec. SIII in the Supplementary Material). The system evolution is assumed to be quasi-static and the governing equilibrium equations are given by: ∇.σ∼ = 0, ∆ δF δc = 0, δF δη = 0, (6) whereσ∼ is the stress...
-
[2]
Peraldobicelli, International Journal of Hydrogen En- ergy11, 555 (1986), ISSN 03603199
L. Peraldobicelli, International Journal of Hydrogen En- ergy11, 555 (1986), ISSN 03603199
1986
-
[3]
Zhang, C
L. Zhang, C. Jia, F. Bai, W. Wang, S. An, K. Zhao, Z. Li, J. Li, and H. Sun, Fuel355, 129455 (2024), ISSN 00162361
2024
-
[4]
Nagumo, Fundamentals of Hydrogen Embrittlement (Springer Singapore, Singapore, 2016), ISBN 978-981-10- 0160-4 978-981-10-0161-1
M. Nagumo, Fundamentals of Hydrogen Embrittlement (Springer Singapore, Singapore, 2016), ISBN 978-981-10- 0160-4 978-981-10-0161-1
2016
-
[5]
X. Li, X. Ma, J. Zhang, E. Akiyama, Y. Wang, and X. Song, Acta Metallurgica Sinica (English Letters)33, 759 (2020), ISSN 1006-7191, 2194-1289
2020
-
[6]
Campari, F
A. Campari, F. Ustolin, A. Alvaro, and N. Paltrinieri, International Journal of Hydrogen Energy48, 35316 (2023), ISSN 03603199
2023
-
[7]
H. Yu, A. D´ ıaz, X. Lu, B. Sun, Y. Ding, M. Koyama, J. He, X. Zhou, A. Oudriss, X. Feaugas, et al., Chemical Reviews124, 6271 (2024)
2024
-
[8]
Echebarria, R
B. Echebarria, R. Folch, A. Karma, and M. Plapp, Phys- ical Review E70, 061604 (2004), ISSN 1539-3755, 1550- 2376
2004
-
[9]
Onuki and A
A. Onuki and A. Furukawa, Physical Review Letters86, 452 (2001), ISSN 0031-9007, 1079-7114
2001
-
[10]
Finel, Y
A. Finel, Y. Le Bouar, A. Gaubert, and U. Salman, Comptes Rendus. Physique11, 245 (2010), ISSN 1878- 1535
2010
-
[11]
Hong and V
Z. Hong and V. Viswanathan, ACS Energy Letters3, 1737 (2018), ISSN 2380-8195, 2380-8195
2018
-
[12]
Bourdin, G
B. Bourdin, G. Francfort, and J.-J. Marigo, Journal of the Mechanics and Physics of Solids48, 797 (2000), ISSN 00225096
2000
-
[13]
Karma, D
A. Karma, D. A. Kessler, and H. Levine, Physical Review Letters87, 045501 (2001), ISSN 0031-9007, 1079-7114
2001
-
[14]
Henry and H
H. Henry and H. Levine, Physical Review Letters93, 105504 (2004), ISSN 0031-9007, 1079-7114
2004
-
[15]
Mart´ ınez-Pa˜ neda, A
E. Mart´ ınez-Pa˜ neda, A. Golahmar, and C. F. Niordson, Computer Methods in Applied Mechanics and Engineer- ing342, 742 (2018), ISSN 00457825
2018
-
[16]
P. K. Kristensen, C. F. Niordson, and E. Mart´ ınez- Pa˜ neda, Theoretical and Applied Fracture Mechanics 110, 102837 (2020)
2020
-
[17]
Huang and X
C. Huang and X. Gao, International Journal of Hydrogen Energy45, 20053 (2020)
2020
-
[18]
J.-Y. Wu, T. K. Mandal, and V. P. Nguyen, Computer Methods in Applied Mechanics and Engineering358, 112614 (2020)
2020
-
[19]
Chen and J.-Y
W.-X. Chen and J.-Y. Wu, Theoretical and Applied Frac- ture Mechanics117, 103153 (2022)
2022
-
[20]
Li and K
Y. Li and K. Zhang, metals12, 1032 (2022)
2022
-
[21]
Zhao and Y
J. Zhao and Y. F. Cheng, International Journal of Me- chanical Sciences283, 109651 (2024)
2024
-
[22]
Castro, Y
L. Castro, Y. Navidtehrani, C. Beteg´ on, and E. Mart´ ınez- Pa˜ neda, International Journal of Mechanical Sciences p. 111172 (2026)
2026
-
[23]
Langmuir, Journal of the American Chemical Society 40, 1361 (1918), ISSN 0002-7863, 1520-5126
I. Langmuir, Journal of the American Chemical Society 40, 1361 (1918), ISSN 0002-7863, 1520-5126
1918
-
[24]
McLean and A
D. McLean and A. Maradudin, Physics Today11, 35 (1958), ISSN 0031-9228, 1945-0699
1958
-
[25]
R. A. Oriani, Acta metallurgica18, 147 (1970)
1970
-
[26]
Lejcek, Grain Boundary Segregation in Metals, vol
P. Lejcek, Grain Boundary Segregation in Metals, vol. 136 of Springer Series in Materials Science (Springer Berlin Heidelberg, Berlin, Heidelberg, 2010), ISBN 978- 3-642-12504-1 978-3-642-12505-8
2010
-
[27]
S. G. Kim, W. T. Kim, and T. Suzuki, Physical Review E60, 7186 (1999), ISSN 1063-651X, 1095-3787
1999
-
[28]
R. M. Latanision and H. Opperhauser, Metallurgical transactions5, 483 (1974), ISSN 0026-086X, 2379-0083
1974
-
[29]
Martin, B
M. Martin, B. Somerday, R. Ritchie, P. Sofronis, and I. Robertson, Acta Materialia60, 2739 (2012), ISSN 13596454
2012
-
[30]
Y. Ding, H. Yu, K. Zhao, M. Lin, S. Xiao, M. Ortiz, J. He, and Z. Zhang, Scripta Materialia204, 114122 (2021), ISSN 13596462
2021
-
[31]
Y. Ding, H. Yu, M. Lin, K. Zhao, S. Xiao, A. Vinogradov, L. Qiao, M. Ortiz, J. He, and Z. Zhang, Acta Materialia 239, 118279 (2022), ISSN 13596454
2022
-
[32]
Chen and W
L.-Q. Chen and W. Yang, Physical Review B50, 15752 (1994), ISSN 0163-1829, 1095-3795
1994
-
[33]
Steinbach, F
I. Steinbach, F. Pezzolla, B. Nestler, M. Seeßelberg, R. Prieler, G. Schmitz, and J. Rezende, Physica D: Non- linear Phenomena94, 135 (1996), ISSN 01672789
1996
-
[34]
Garcke, B
H. Garcke, B. Nestler, and B. Stoth, SIAM Journal on Applied Mathematics60, 295 (1999), ISSN 0036-1399, 1095-712X
1999
-
[35]
Dimokrati, Y
A. Dimokrati, Y. Le Bouar, M. Benyoucef, and A. Finel, Acta Materialia201, 147 (2020), ISSN 13596454
2020
-
[36]
N. Zhou, C. Shen, M. Mills, and Y. Wang, Philosophical Magazine90, 405 (2010), ISSN 1478-6435, 1478-6443
2010
-
[37]
L. K. Aagesen, D. Schwen, K. Ahmed, and M. R. Tonks, Computational Materials Science140, 10 (2017), ISSN 09270256
2017
-
[38]
Zhang, A
J. Zhang, A. F. Chadwick, D. L. Chopp, and P. W. Voorhees, npj Computational Materials9, 166 (2023), ISSN 2057-3960
2023
-
[39]
Zeng, X.-g
H.-b. Zeng, X.-g. Ai, M. Chen, R. Guan, Y.-f. Chao, and J.-c. Zhang, Materials Today Communications40, 109618 (2024), ISSN 23524928
2024
-
[40]
Schneider, Acta Mechanica232, 2051 (2021)
M. Schneider, Acta Mechanica232, 2051 (2021)
2051
-
[41]
Finel, Computer Methods in Applied Mechanics and Engineering436, 117703 (2025)
A. Finel, Computer Methods in Applied Mechanics and Engineering436, 117703 (2025)
2025
-
[42]
Spatschek, E
R. Spatschek, E. Brener, and A. Karma, Philosophical Magazine91, 75 (2011), ISSN 1478-6435, 1478-6443
2011
-
[43]
Mesgarnejad, A
A. Mesgarnejad, A. Imanian, and A. Karma, Theoreti- cal and Applied Fracture Mechanics103, 102282 (2019), ISSN 01678442
2019
-
[44]
Alvaro, I
A. Alvaro, I. Thue Jensen, N. Kheradmand, O. Løvvik, and V. Olden, International Journal of Hydrogen Energy 40, 16892 (2015), ISSN 03603199
2015
-
[45]
I. H. Katzarov and A. T. Paxton, Physical Review Ma- terials1, 033603 (2017), ISSN 2475-9953
2017
-
[46]
Kirchheim and A
R. Kirchheim and A. Pundt, in Physical Metallurgy (El- sevier, 2014), pp. 2597–2705, ISBN 978-0-444-53770-6. 6
2014
-
[47]
Huang, D
S. Huang, D. Chen, J. Song, D. L. McDowell, and T. Zhu, npj Computational Materials3, 28 (2017), ISSN 2057- 3960
2017
-
[48]
S. He, W. Ecker, R. Pippan, and V. I. Razumovskiy, Computational Materials Science167, 100 (2019), ISSN 09270256
2019
-
[49]
Drexler, S
A. Drexler, S. He, R. Pippan, L. Romaner, V. Razu- movskiy, and W. Ecker, Scripta Materialia194, 113697 (2021), ISSN 13596462
2021
-
[50]
Ambat and E
R. Ambat and E. S. Dwarakadasa, Bulletin of Materials Science19, 103 (1996), ISSN 0250-4707, 0973-7669
1996
-
[51]
Series A, Containing Papers of a Mathematical or Physical Character221, 163 (1921), ISSN 0264-3952, 2053-9258
Philosophical Transactions of the Royal Society of Lon- don. Series A, Containing Papers of a Mathematical or Physical Character221, 163 (1921), ISSN 0264-3952, 2053-9258
1921
-
[52]
Sirtori, Meccanica27, 144 (1992), ISSN 0025-6455, 1572-9648
S. Sirtori, Meccanica27, 144 (1992), ISSN 0025-6455, 1572-9648
1992
-
[53]
M. B. Djukic, G. M. Bakic, V. Sijacki Zeravcic, A. Sed- mak, and B. Rajicic, Engineering Fracture Mechanics 216, 106528 (2019), ISSN 00137944
2019
-
[54]
Liang, M
S. Liang, M. Huang, L. Zhao, Y. Zhu, and Z. Li, Inter- national Journal of Plasticity143, 103023 (2021), ISSN 07496419
2021
-
[55]
McMahon, Jr., Interface Science12, 141 (2004), ISSN 0927-7056
C. McMahon, Jr., Interface Science12, 141 (2004), ISSN 0927-7056
2004
-
[56]
I. M. Robertson, P. Sofronis, A. Nagao, M. L. Martin, S. Wang, D. W. Gross, and K. E. Nygren, Metallurgi- cal and Materials Transactions B46, 1085 (2015), ISSN 1073-5615, 1543-1916
2015
-
[57]
S. Quan, A. Zafra, E. Mart´ ınez-Pa˜ neda, C. Wu, Z. D. Harris, and L. Cupertino-Malheiros, Materials Science and Engineering: A p. 149545 (2025)
2025
-
[58]
J. Li, C. Lu, L. Pei, C. Zhang, and R. Wang, Mechanics of Materials150, 103586 (2020), ISSN 01676636
2020
-
[59]
Ming-Yuan and J
H. Ming-Yuan and J. W. Hutchinson, International Jour- nal of Solids and Structures25, 1053 (1989), ISSN 00207683
1989
-
[60]
Zeng and Y
X. Zeng and Y. Wei, Journal of the Mechanics and Physics of Solids101, 235 (2017), ISSN 00225096
2017
-
[61]
Nguyen, J
T.-T. Nguyen, J. R´ ethor´ e, J. Yvonnet, and M.-C. Bai- etto, Computational Mechanics60, 289 (2017), ISSN 0178-7675, 1432-0924
2017
-
[62]
Henry, Theoretical and Applied Fracture Mechanics 104, 102384 (2019), ISSN 01678442
H. Henry, Theoretical and Applied Fracture Mechanics 104, 102384 (2019), ISSN 01678442
2019
-
[63]
H. Chen, C. Zhang, Q. Lu, H. Chen, Z. Yang, Y. Wen, S. Hu, and L. Chen, Computer Methods in Applied Mechanics and Engineering347, 1085 (2019), ISSN 00457825
2019
-
[64]
Griessen and R
R. Griessen and R. Feenstra, Journal of Physics F: Metal Physics15, 1013 (1985), ISSN 0305-4608
1985
-
[65]
Wipf, Physica ScriptaT94, 43 (2001), ISSN 0031- 8949
H. Wipf, Physica ScriptaT94, 43 (2001), ISSN 0031- 8949
2001
-
[66]
P´ erez and P
R. P´ erez and P. Gumbsch, Physical Review Letters84, 5347 (2000), ISSN 0031-9007, 1079-7114
2000
-
[67]
Takei, B
A. Takei, B. Roman, J. Bico, E. Hamm, and F. Melo, Physical Review Letters110, 144301 (2013), ISSN 0031- 9007, 1079-7114
2013
-
[68]
M. Liu, S. Yu, L. He, and Y. Ni, Soft Matter18, 5906 (2022), ISSN 1744-683X, 1744-6848
2022
-
[69]
T. A. Abinandanan and F. Haider, Philosophical Maga- zine A81, 2457 (2001), ISSN 0141-8610, 1460-6992
2001
-
[70]
B. Li, C. Peco, D. Mill´ an, I. Arias, and M. Arroyo, Inter- national Journal for Numerical Methods in Engineering 102, 711 (2015), ISSN 0029-5981, 1097-0207
2015
-
[71]
Li and C
B. Li and C. Maurini, Journal of the Mechanics and Physics of Solids125, 502 (2019), ISSN 00225096
2019
-
[72]
Rodney and A
D. Rodney and A. Finel, MRS Online Proceedings Li- brary652, 49 (2000)
2000
-
[73]
Y. Wang, Y. Jin, A. Cuiti˜ no, and A. Khachaturyan, Acta Materialia49, 1847 (2001), ISSN 13596454
2001
-
[74]
Rodney, Y
D. Rodney, Y. Le Bouar, and A. Finel, Acta Materialia 51, 17 (2003), ISSN 13596454
2003
-
[75]
Geslin, B
P.-A. Geslin, B. Appolaire, and A. Finel, Physical Review Letters115, 265501 (2015), ISSN 0031-9007, 1079-7114
2015
-
[76]
Ruffini, Y
A. Ruffini, Y. Le Bouar, and A. Finel, Journal of the Mechanics and Physics of Solids105, 95 (2017), ISSN 00225096
2017
-
[77]
S. B. Biner, Solving Phase-Field Models with Fourier Spectral Methods (Springer International Publishing, Cham, 2017), pp. 99–168, ISBN 978-3-319-41194-1 978-3-319-41196-5
2017
-
[78]
Chen and J
L. Chen and J. Shen, Computer Physics Communications 108, 147 (1998), ISSN 00104655
1998
-
[79]
Torabi, J
S. Torabi, J. Lowengrub, A. Voigt, and S. Wise, Proceed- ings of the Royal Society A: Mathematical, Physical and Engineering Sciences465, 1337 (2009), ISSN 1364-5021, 1471-2946
2009
-
[80]
S. Yoon, D. Jeong, C. Lee, H. Kim, S. Kim, H. G. Lee, and J. Kim, Mathematics8, 1385 (2020), ISSN 2227- 7390
2020
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.