Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys
In recent years, complex concentrated alloys (CCAs), also referred to as medium- or high-entropy alloys, have attracted substantial research interest due to their excellent mechanical properties including high strength, ductility, and toughness. It is known that the chemical inhomogeneity of CCAs gi...
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sg-ntu-dr.10356-1698692023-08-12T16:47:58Z Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys Tan, Anne Marie Z. Li, Zhi Gao, Huajian School of Mechanical and Aerospace Engineering Engineering::Mechanical engineering High Strength Alloys Molecular Dynamic In recent years, complex concentrated alloys (CCAs), also referred to as medium- or high-entropy alloys, have attracted substantial research interest due to their excellent mechanical properties including high strength, ductility, and toughness. It is known that the chemical inhomogeneity of CCAs gives rise to spatial variations in local properties such as the generalized stacking fault energy (GSFE) surface, which in turn affect their mechanical properties, but how such an inhomogeneity affects dislocation nucleation and incipient plasticity remains largely unknown and unexplored. Here, we develop a physics-informed statistical model for incipient plasticity in CCAs by combining elasticity theory for dislocation nucleation and statistical modeling of nanoindentation. Our model connects a material's fundamental properties to the statistics of incipient plasticity and is validated by the excellent agreement with the statistical data from molecular dynamics simulations of nanoindentation of CrCoNi CCA samples. By accounting for the spatial variation in the local generalized stacking fault energy surface in CCAs, our model captures the key difference in the nanoindentation-induced incipient plasticity response of CCAs compared with a conventional metal (fcc Cu) and also reproduces the trends across CCA samples with different degrees of short-range ordering. Our model also reveals a critical length scale for the underlying GSFE fluctuations which controls the overall statistics of incipient plasticity during nanoindentation of CCAs, which reflects the critical loop size of the underlying dislocation nucleation mechanism. Agency for Science, Technology and Research (A*STAR) Nanyang Technological University Published version A.M.Z.T. was supported by the Agency for Science, Technology and Research (A*STAR) through the Structural Metals and Alloys Program (Grant No. A18B1b0061). Z.L. and H.G. were supported by a research startup grant from Nanyang Technological University (Grant No. 002479-00001) and A*STAR. 2023-08-08T08:43:39Z 2023-08-08T08:43:39Z 2023 Journal Article Tan, A. M. Z., Li, Z. & Gao, H. (2023). Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys. Physical Review Materials, 7(5), 053601-. https://dx.doi.org/10.1103/PhysRevMaterials.7.053601 2475-9953 https://hdl.handle.net/10356/169869 10.1103/PhysRevMaterials.7.053601 2-s2.0-85159760708 5 7 053601 en 002479-00001 A18B1b0061 Physical Review Materials © 2023 American Physical Society. All rights reserved. This paper was published in Physical Review Materials and is made available with permission of American Physical Society. application/pdf |
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Engineering::Mechanical engineering High Strength Alloys Molecular Dynamic Tan, Anne Marie Z. Li, Zhi Gao, Huajian Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys |
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In recent years, complex concentrated alloys (CCAs), also referred to as medium- or high-entropy alloys, have attracted substantial research interest due to their excellent mechanical properties including high strength, ductility, and toughness. It is known that the chemical inhomogeneity of CCAs gives rise to spatial variations in local properties such as the generalized stacking fault energy (GSFE) surface, which in turn affect their mechanical properties, but how such an inhomogeneity affects dislocation nucleation and incipient plasticity remains largely unknown and unexplored. Here, we develop a physics-informed statistical model for incipient plasticity in CCAs by combining elasticity theory for dislocation nucleation and statistical modeling of nanoindentation. Our model connects a material's fundamental properties to the statistics of incipient plasticity and is validated by the excellent agreement with the statistical data from molecular dynamics simulations of nanoindentation of CrCoNi CCA samples. By accounting for the spatial variation in the local generalized stacking fault energy surface in CCAs, our model captures the key difference in the nanoindentation-induced incipient plasticity response of CCAs compared with a conventional metal (fcc Cu) and also reproduces the trends across CCA samples with different degrees of short-range ordering. Our model also reveals a critical length scale for the underlying GSFE fluctuations which controls the overall statistics of incipient plasticity during nanoindentation of CCAs, which reflects the critical loop size of the underlying dislocation nucleation mechanism. |
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School of Mechanical and Aerospace Engineering |
author_facet |
School of Mechanical and Aerospace Engineering Tan, Anne Marie Z. Li, Zhi Gao, Huajian |
format |
Article |
author |
Tan, Anne Marie Z. Li, Zhi Gao, Huajian |
author_sort |
Tan, Anne Marie Z. |
title |
Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys |
title_short |
Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys |
title_full |
Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys |
title_fullStr |
Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys |
title_full_unstemmed |
Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys |
title_sort |
statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys |
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2023 |
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https://hdl.handle.net/10356/169869 |
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1779156648964653056 |