journal article·2025-02

Re enhancement effects: Development of a ReaxFFNiAlRe reactive force field for Ni-based superalloys

Wan Du, Xue Fan, Bin Xiao, Junxi Sun, Qingqing Wang, Yuchao Tang, Limin Zhang, William A. Goddard, Yi Liu

Acta Materialia· Volume 285
Publisher page

Abstract

A reactive metallic force field, ReaxFFNiAlRe-S23, has been developed to simulate the mechanical behavior of Ni-Al-Re systems. This force field accurately reproduces density functional theory (DFT) results, including various energies, geometries, and charge distributions, providing a robust platform for computational exploration of alloying effects. Utilizing ReaxFFNiAlRe-S23, we conducted tensile molecular dynamics simulations and found that rhenium (Re) significantly enhances mechanical properties, especially when strategically positioned around dislocation cores within the Ni matrix. This improvement is attributed to Re's ability to induce localized atomic disorder, effectively resisting dislocation propagation under external deformation. These findings underscore the critical importance of Re addition and its spatial distribution in the Ni matrix for optimizing the mechanical performance of Ni-based superalloys. Additionally, our study examines the evolution of atomic charges during tensile loading, providing insights into the electronic factors contributing to mechanical strengthening mechanisms. ReaxFFNiAlRe-S23 emerges as a powerful computational tool for advancing our understanding of alloying effects in superalloys, facilitating the design of materials with mechanical properties tailored for high-temperature applications.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Intermetallics and Advanced Alloy Properties · High Temperature Alloys and Creep · Metallurgical and Alloy Processes

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (51)

Show source-provided references
1. Development of superalloys10.1179/mst.1987.3.9.682 ↗
2. Microstructural and compositional design of Ni-based single crystalline superalloys ― A review10.1016/j.jallcom.2018.01.224 ↗
3. The thermal stability and strength of highly alloyed Ni3Al10.2320/matertrans.M2015298 ↗
4. Rhenium additions to a Ni-base superalloy effects on microstructure10.1007/BF02662400 ↗
5. A. Celel, D. Duhl, Second-generation nickel-base single crystal superalloy, Superalloys 1988.10.7449/1988/Superalloys_1988_235_244 ↗
6. A new, third-generation, single-crystal, casting superalloy10.1007/BF03221147 ↗
7. An atom-probe study of some fine-scale microstructural features in Ni-based single crystal superalloys
8. An atom probe study of the distribution of rhenium in a nickel-based superalloy10.1016/S0921-5093(98)00541-3 ↗
9. A critique of rhenium clustering in Ni–Re alloys using extended X-ray absorption spectroscopy10.1016/j.actamat.2008.01.032 ↗
10. On the diffusion of the solutes in the superalloys
11. Atom probe tomography analysis of the distribution of rhenium in nickel alloys10.1016/j.actamat.2009.10.008 ↗
12. Distribution of rhenium in a single crystal nickel-based superalloy10.1016/j.scriptamat.2010.07.019 ↗
13. Unveiling the Re effect in Ni-based single crystal superalloys
14. Unveiling the intrinsic rhenium effect in Tungsten
15. Linking processing parameters with melt pool properties of multiple nickel-based superalloys via high-dimensional Gaussian process regression
16. Machine learning-enabled self-consistent parametrically-upscaled crystal plasticity model for Ni-based superalloys10.1016/j.cma.2022.115384 ↗
17. Machine learning-assisted composition design of W-free Co-based superalloys with high γ′-solvus temperature and low density10.1016/j.jmrt.2024.01.040 ↗
18. Machine learning-accelerated first-principles predictions of the stability and mechanical properties of L12-strengthened cobalt-based superalloys
19. Accelerated development of hard high-entropy alloys with data-driven high-throughput experiments
20. Ab initio molecular orbital theory10.1021/ar50107a003 ↗
21. W. Yang Density functional theory of atoms and molecules
22. Synergistic strengthening mechanisms of rhenium in nickel-based single crystal superalloys10.1016/j.intermet.2021.107133 ↗
23. Deformation-induced crystalline-to-amorphous phase transformation in a CrMnFeCoNi high-entropy alloy10.1126/sciadv.abe3105 ↗
24. Local slip resistances in equal-molar MoNbTi multi-principal element alloy10.1016/j.actamat.2020.10.042 ↗
25. Development and validation of a ReaxFF reactive force field for Fe/Al/Ni alloys: molecular dynamics study of elastic constants, diffusion, and segregation10.1021/jp308507x ↗
26. Development of the ReaxFF reactive force field for aluminum–molybdenum alloy10.1557/jmr.2013.66 ↗
27. Development of a Ni–Al reactive force field for Ni-based superalloy: revealing electrostatic effects on mechanical deformation10.1016/j.jmrt.2023.04.038 ↗
28. Construction and application of multi-element EAM potential (Ni–Al–Re) in γ/γ′ Ni-based single crystal superalloys10.1088/0965-0393/21/1/015007 ↗
29. First principles methods using CASTEP10.1524/zkri.220.5.567.65075 ↗
30. Ab initio molecular dynamics for open-shell transition metals10.1103/PhysRevB.48.13115 ↗
31. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set10.1103/PhysRevB.54.11169 ↗
32. Electronic population analysis on LCAO–MO molecular wave functions. I10.1063/1.1740588 ↗
33. Electronic population analysis on LCAO–MO molecular wave functions. II. Overlap populations, bond orders, and covalent bond energies10.1063/1.1740589 ↗
34. Electronic population analysis on LCAO-MO molecular wave functions. III. Effects of hybridization on overlap and gross AO populations10.1063/1.1741876 ↗
35. Projector augmented-wave method10.1103/PhysRevB.50.17953 ↗
36. Generalized gradient approximation made simple10.1103/PhysRevLett.77.3865 ↗
37. Charge equilibration for molecular dynamics simulations10.1021/j100161a070 ↗
38. General multiobjective force field optimization framework, with application to reactive force fields for silicon carbide10.1021/ct5001044 ↗
39. The oxidation of Fe/Ni alloy surface with supercritical water: a ReaxFF molecular dynamics simulation10.1016/j.apsusc.2021.149519 ↗
40. Atomistic insights into the protection failure of the graphene coating under the hyperthermal impacts of reactive oxygen species: reaxFF-based molecular dynamics simulations10.1016/j.apsusc.2021.149606 ↗
41. Fast parallel algorithms for short-range molecular dynamics10.1006/jcph.1995.1039 ↗
42. Visualization and analysis of atomistic simulation data with OVITO–the open visualization tool10.1088/0965-0393/18/1/015012 ↗
43. First-principles study of multiple-site substitutions of alloying elements in Ni-based single crystal superalloys10.1007/s11431-020-1740-5 ↗
44. On the possibility of rhenium clustering in nickel-based superalloys10.1016/j.actamat.2012.01.051 ↗
45. Rhenium distribution in the matrix and near the particle–matrix interface in a model Ni–Al–Ta–Re superalloy10.1016/S1359-6462(01)01231-3 ↗
46. Synergistic effect of rhenium and ruthenium in nickel-based single-crystal superalloys10.1016/j.jallcom.2013.07.201 ↗
47. Effect of Re in γ phase, γ′ phase and γ/γ′ interface of Ni-based single-crystal superalloys10.1016/j.actamat.2009.11.047 ↗
48. Effect of alloying elements on the γ′ antiphase boundary energy in Ni-base superalloys10.1016/j.intermet.2019.106670 ↗
49. Molecular dynamics study of tension process of Ni-Based superalloy
50. The Peierls-Nabarro model of dislocations: a venerable theory and its current development10.1007/978-1-4020-3286-8_41 ↗
51. Fifty-year study of the Peierls-Nabarro stress10.1016/S0921-5093(97)00184-6 ↗