Grain Boundary Segregation

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S. H. Song - One of the best experts on this subject based on the ideXlab platform.

L.-q. Weng - One of the best experts on this subject based on the ideXlab platform.

Christopher A Schuh - One of the best experts on this subject based on the ideXlab platform.

  • atomistic assessment of solute solute interactions during Grain Boundary Segregation
    Nanomaterials, 2021
    Co-Authors: Thomas P Matson, Christopher A Schuh
    Abstract:

    Grain Boundary solute Segregation is becoming increasingly common as a means of stabilizing nanocrystalline alloys. Thermodynamic models for Grain Boundary Segregation have recently revealed the need for spectral information, i.e., the full distribution of environments available at the Grain Boundary during Segregation, in order to capture the essential physics of the problem for complex systems like nanocrystalline materials. However, there has been only one proposed method of extending spectral Segregation models beyond the dilute limit, and it is based on simple, fitted parameters that are not atomistically informed. In this work, we present a physically motived atomistic method to measure the full distribution of solute-solute interaction energies at the Grain boundaries in a polycrystalline environment. We then cast the results into a simple thermodynamic model, analyze the Al(Mg) system as a case study, and demonstrate strong agreement with physically rigorous hybrid Monte Carlo/molecular statics simulations. This approach provides a means of rapidly measuring key interactions for non-dilute Grain Boundary Segregation for any system with an interatomic potential.

  • thermodynamics and design of nanocrystalline alloys using Grain Boundary Segregation spectra
    Acta Materialia, 2021
    Co-Authors: Malik Wagih, Christopher A Schuh
    Abstract:

    Abstract Solute Segregation at Grain boundaries (GBs) is a key mechanism to stabilize nanocrystalline alloys. To date, the standard approach to design and screen for nanocrystalline stability uses a simplified representation that treats the GB network as a single entity, and thus, uses a single “average” Segregation energy to characterize solute GB Segregation in an alloy. This simplification, however, fails to capture the highly anisotropic nature of GBs, which results in a spectrum of Segregation energies that can be very broad. Here, we remove this simplification, and outline more formally correct thermodynamic criteria to screen for thermodynamic stability of polycrystalline structures, accounting for the spectral nature of GBs. We proceed to apply the developed criteria to screen over 200 alloy combinations based on embedded atom method potentials. Among its benefits, this spectral approach enables strict enforcement of the third law of thermodynamics, where an average Segregation energy does not. The results of the screening are in general agreement with experimental observations.

  • stability of nanocrystalline metals the role of Grain Boundary chemistry and structure
    Mrs Bulletin, 2021
    Co-Authors: Christopher A Schuh
    Abstract:

    Nanocrystalline metals are transitioning from laboratory curiosities to engineering materials, in large part due to advances in improving their stability, making their exceptional properties more predictable and accessible. Nanoscale Grains typically have a very strong innate tendency to coarsen, but the Grain-Boundary structure can be designed and tuned to lower its excess energy, reducing both the driving force for coarsening and the Grain-Boundary mobility. This article reviews two major strategies for achieving low-energy Grain boundaries in nanocrystalline structures. First, Grain-Boundary alloying is discussed, including Grain-Boundary Segregation and its energetic competition with the formation of second phases; with sufficient Grain-Boundary Segregation tendency it is possible to stabilize nanostructures to high temperatures. Second, methods of achieving low-energy crystallographic Grain-Boundary structures are discussed, including the formation of nanotwinned structures and relaxing Grain boundaries into low-energy structures through their interactions with partial dislocations. Both of these strategies have led to effective and implementable stable nanocrystalline materials, and point to many directions for future advancements.

  • learning Grain Boundary Segregation energy spectra in polycrystals
    Nature Communications, 2020
    Co-Authors: Malik Wagih, Peter Mahler Larsen, Christopher A Schuh
    Abstract:

    The Segregation of solute atoms at Grain boundaries (GBs) can profoundly impact the structural properties of metallic alloys, and induce effects that range from strengthening to embrittlement. And, though known to be anisotropic, there is a limited understanding of the variation of solute Segregation tendencies across the full, multidimensional GB space, which is critically important in polycrystals where much of that space is represented. Here we develop a machine learning framework that can accurately predict the Segregation tendency-quantified by the Segregation enthalpy spectrum-of solute atoms at GB sites in polycrystals, based solely on the undecorated (pre-Segregation) local atomic environment of such sites. We proceed to use the learning framework to scan across the alloy space, and build an extensive database of Segregation energy spectra for more than 250 metal-based binary alloys. The resulting machine learning models and Segregation database are key to unlocking the full potential of GB Segregation as an alloy design tool, and enable the design of microstructures that maximize the useful impacts of Segregation.

  • mechanical alloying produces Grain Boundary Segregation in fe mg powders
    Scripta Materialia, 2020
    Co-Authors: Dor Amram, Christopher A Schuh
    Abstract:

    Abstract Although mechanical alloying can force immiscible elements into homogeneous solid solution due to its chemically “randomizing” nature, as microstructure design of powder-processed alloys advances, other alloy configurations are also sought. Here we study ball milling of Fe–Mg alloys and obtain a heterogeneous nanostructure, with Grain boundaries decorated by solute even after reaching complete supersaturation and a steady-state Grain size. Such nanocrystalline powders having Grain Boundary Segregation in the as-milled state are particularly useful for thermal stability against Grain growth. The high diffusivity of Mg is thought to shift the competition between ballistic mixing and equilibration, permitting such a structure to form.

Z X Yuan - One of the best experts on this subject based on the ideXlab platform.

Pavel Lejček - One of the best experts on this subject based on the ideXlab platform.

  • entropy matters in Grain Boundary Segregation
    Acta Materialia, 2021
    Co-Authors: Pavel Lejček, Siegfried Hofmann, Mojmír Šob, Monika Vsianska
    Abstract:

    Abstract Starting with a fairly comprehensive database on experimental results on enthalpy and entropy of Grain Boundary Segregation, the detrimental influence of ignoring the Segregation entropy term is shown for the latter as well as for additional examples of intergranular cohesion, the stability of nanoGrain size, and the Segregation enthalpy-Segregation entropy compensation effect. Furthermore, the decisive role of Segregation entropy in the transition from substitutional to interstitial Segregation with increasing temperature, and the newly explored effect of entropy-dominated Grain Boundary Segregation are presented. Despite the direct evidence of the importance of entropy in Grain Boundary Segregation, its contribution has been frequently neglected in the literature. One of the possible reasons is that the routines for a theoretical determination of the Segregation entropy are still missing. We hope that, in the near future, progress in advanced theoretical methods will substantially improve our present understanding of Grain Boundary Segregation.

  • Entropy-dominated Grain Boundary Segregation
    Journal of Materials Science, 2021
    Co-Authors: Pavel Lejček, Siegfried Hofmann
    Abstract:

    The phenomenon of entropy-dominated Grain Boundary Segregation is introduced and discussed. Numerous examples of the Grain boundaries and solutes exhibiting this phenomenon are compiled and predicted for example of α-iron-based alloys and other host materials. Consequences of entropy-dominated Grain Boundary Segregation for Grain size stabilization and intergranular embrittlement are shown. Graphical abstract

  • Entropy-Driven Grain Boundary Segregation: Prediction of the Phenomenon
    'MDPI AG', 2021
    Co-Authors: Pavel Lejček, Siegfried Hofmann
    Abstract:

    The question is formulated as to whether entropy-driven Grain Boundary Segregation can exist. Such a phenomenon would be based on the assumption that a solute can segregate at the Grain Boundary sites that exhibit positive Segregation energy (enthalpy) if the product of Segregation entropy and temperature is larger than this energy (enthalpy). The possibility of entropy-driven Grain Boundary Segregation is discussed for several model examples in iron-based systems, which can serve as indirect evidence of the phenomenon. It is shown that entropy-driven Grain Boundary Segregation would be a further step beyond the recently proposed entropy-dominated Grain Boundary Segregation as it represents solute Segregation at “anti-Segregation” sites

  • modeling Grain Boundary Segregation by prediction of all the necessary parameters
    Acta Materialia, 2019
    Co-Authors: Pavel Lejček, Siegfried Hofmann
    Abstract:

    Abstract A thermodynamic model of equilibrium Grain Boundary Segregation in real binary systems is proposed which is based on the prediction of all the necessary parameters. These parameters are (i) the standard enthalpy and (ii) the standard entropy of Grain Boundary Segregation, both related to ideal behavior, as well as (iii) the Fowler binary interaction coefficient describing the real contribution. Application of the model is shown in detail for the example of iron-based binary systems and predictions are compared to data published in the literature.

  • the significance of entropy in Grain Boundary Segregation
    Materials, 2019
    Co-Authors: Pavel Lejček, Siegfried Hofmann, V Paidar
    Abstract:

    The role of entropy in materials science is demonstrated in this report in order to establish its importance for the example of solute Segregation at the Grain boundaries of bcc iron. We show that substantial differences in Grain Boundary chemistry arise if their composition is calculated with or without consideration of the entropic term. Another example which clearly documents the necessity of implementing the entropic term in materials science is the enthalpy-entropy compensation effect. Entropy also plays a decisive role in the anisotropy of Grain Boundary Segregation and in interface characterization. The consequences of the ambiguous determination of Grain Boundary Segregation on the prediction of materials behavior are also briefly discussed. All the mentioned examples prove the importance of entropy in the quantification of Grain Boundary Segregation and consequently of other materials properties.