Computational modeling of grain boundary segregation: A review

C Hu, R Dingreville, BL Boyce - Computational Materials Science, 2024 - Elsevier
Nearly all metals, alloys, ceramics, and their associated composites are polycrystalline in
nature, with grain boundaries that separate well-defined crystalline regions that influence …

The segregation of transition metals to iron grain boundaries and their effects on cohesion

HL Mai, XY Cui, D Scheiber, L Romaner, SP Ringer - Acta materialia, 2022 - Elsevier
The segregation of transition metal elements to grain boundaries in steels plays a critical
role in determining their cohesion. Here, we investigate the segregation, co-segregation …

Entropy: A controversy between experiment and calculations in grain boundary segregation

P Lejček, M Šob - Progress in Materials Science, 2025 - Elsevier
Grain boundary segregation is one of the crucial phenomena affecting the properties of the
materials and their technological applications. However, 50 years since starting its intensive …

Phosphorus and transition metal co-segregation in ferritic iron grain boundaries and its effects on cohesion

HL Mai, XY Cui, D Scheiber, L Romaner, SP Ringer - Acta Materialia, 2023 - Elsevier
The phenomenological interplay in the segregation of phosphorus (P) and transition metal
(TM) elements at grain boundaries (GBs) in steels has long been suspected to be the main …

Atomistic simulations and machine learning of solute grain boundary segregation in Mg alloys at finite temperatures

V Menon, S Das, V Gavini, L Qi - Acta Materialia, 2024 - Elsevier
Understanding solute segregation thermodynamics is the first step in investigating grain
boundary (GB) properties, such as strong yttrium (Y) effects on grain growth and texture …

The vibrational entropy spectra of grain boundary segregation in polycrystals

N Tuchinda, CA Schuh - Acta Materialia, 2023 - Elsevier
The vibrational contributions to the energetics of grain boundary segregation are calculated
for binary Ni polycrystals with solutes of Pd, Pt, Ag, Au and Cu. The computational challenge …

Analysis of grain-boundary segregation of hydrogen in bcc-Fe polycrystals via a nano-polycrystalline grain-boundary model

K Ito, Y Tanaka, K Tsutsui, H Sawada - Computational Materials Science, 2023 - Elsevier
Hydrogen embrittlement caused by hydrogen segregation at grain boundaries (GBs) is the
most serious issue in the development of high-strength steels, but the mechanisms behind …

Atomistically informed phase field study of austenite grain growth

A Suhane, D Scheiber, VI Razumovskiy… - Computational Materials …, 2023 - Elsevier
Atomistically-informed phase field simulations have been performed to investigate the effect
of five common alloying elements (Nb, Ti, Mo, V, Mn) on austenite grain growth. The …

Grain boundary segregation predicted by quantum-accurate segregation spectra but not by classical models

M Wagih, Y Naunheim, T Lei, CA Schuh - Acta Materialia, 2024 - Elsevier
In alloys, solute segregation at grain boundaries is classically attributed to three driving
forces: a high solution enthalpy, a high size mismatch, and a high difference in interfacial …

Efficient descriptors and active learning for grain boundary segregation

C Dösinger, M Hodapp, O Peil, A Reichmann… - Physical Review …, 2023 - APS
Segregation of solutes to grain boundaries (GBs) is an important process having a large
impact on mechanical properties of metallic alloys. In this work, we show how accurate …