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March 19, 2026Computational Materials Science2 citationsOpen Access

Influence of grain boundary energy on hydrogen segregation tendencies

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MMMatthew MelfiADAmirreza DanaSGSimon Gelin

Key Points

  • To investigate how grain boundary energy affects hydrogen segregation in structural alloys, focusing on microstructural interactions.
  • Developed an atomistic model using molecular dynamics and grand canonical Monte Carlo sampling.
  • Performed first-principles calculations to validate interatomic potentials for predicting grain boundary stability.
  • Simulated polycrystalline samples with 27 randomly oriented grains to analyze H–grain boundary interactions.
  • Found a strong dependence of hydrogen segregation on grain boundary energy.
  • Identified variations in hydrogen affinity across different grain boundary types.
  • Validated model predictions with experimental observations of hydrogen dynamics.

Abstract

Hydrogen-induced ductility loss is a major limitation to the durability of structural alloys, which arises from interactions between H and microstructural defects such as grain boundaries and alters local deformation mechanisms. To describe these interactions, it is crucial to determine the distribution of interstitial H across various grain boundary types; however, probing H location at grain boundaries is experimentally challenging even at room temperature due to significant dynamic H redistribution. Here, we develop and apply an atomistic model combining molecular dynamics and grand canonical Monte Carlo sampling to elucidate H-segregation in polycrystals. First-principles calculations were performed to validate the performance of interatomic potentials in predicting the stability of grain boundaries and their H affinity. Polycrystalline samples with 27 randomly oriented grains were simulated to examine H–grain boundary interactions as a function of H concentration and grain boundary misorientation angle. The analysis revealed a strong dependence of H-segregation on the grain boundary energy. This study provides a foundation for modeling H incorporation in structural alloys and for ensuing studies of deformation mechanisms in an effort to mitigate embrittlement.

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Cite This Study

Melfi et al. (2026) studied this question.

synapsesocial.com/papers/69bb9357496e729e6298173ahttps://doi.org/10.1016/j.commatsci.2026.114623
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