The microstructural stability of nickel-based superalloys critically depends on the morphology and evolution of $\gamma'$-precipitates, which is governed by elastic and interfacial anisotropies at the atomic scale. Here, we present a novel quantitative multiscale framework that, for the first time, directly incorporates atomistically computed interface energy anisotropy into mesoscale phase-field simulations to elucidate morphological selection and instability in the Ni--Al system. We employ density functional theory (DFT) to accurately predict the orientation-dependent $\gamma/\gamma'$ interface energies for key crystallographic planes. A rigorous analytic mapping is then developed to systematically reduce the three-dimensional (3D) interface anisotropy landscape to the two-dimensional (2D) simulation plane. This enables quantitative transfer of DFT-informed anisotropy parameters into a continuum phase-field model that also accounts for elastic inhomogeneity and eigenstrain. Our simulations demonstrate that the explicit inclusion of DFT-based interface energy anisotropy fundamentally alters precipitate morphological evolution, robustly suppressing instability and faceting phenomena otherwise promoted by supersaturation and elastic effects. The framework bridges atomic- to mesoscale modeling, enabling predictive control of precipitate shapes and providing new insights into the interplay of elastic and interfacial contributions in Ni-based superalloys. This approach paves the way for quantitative microstructural design in advanced high-temperature alloys via first-principles-guided multiscale simulation.
In this work, a molecular dynamics–based framework is developed to investigate the influence of electromigration on the microstructural evolution of tungsten. Based on the electron wind force model, defect-associated atoms are identified using common neighbor analysis (CNA), enabling selective application of the driv...
Qian Xiong, Chao Yin, Zhengyang Ming et al.· Chinese Physics B· 0 citations
Atomistic investigations of high-entropy diborides (HEBs) are currently hindered by the lack of reliable interatomic potentials. Here, we develop an analytical bond-order potential (ABOP) for the Hf/Nb/Zr/Ta/B system, parameterized via an intelligent global optimization algorithm and trained against extensive ab initio...
Cementite (Fe3C) plays a key role in determining the mechanical performance of pearlitic and heat-resistant steels, where both its intrinsic elastic properties and interfacial bonding with ferrite are critical. In this study, first-principles calculations based on density functional theory were employed to systematical...
Ning Dang, Jian-Jun Wang, Jia Wang et al.· Materials· 0 citations
Twin boundaries (TBs) are effective microstructural features for tuning the mechanical response of face-centred cubic high-entropy alloys (HEAs), but their role in crack-tip deformation and crack propagation remains insufficiently quantified at the atomic scale. Here, molecular dynamics simulations are used to isolate...
Can-Hui Zhang, Ming-Xing Shi· Modelling and Simulation in...· 0 citations
Nucleation processes, through which a new structure progressively forms within a pre-existing homogeneous phase, are fundamental in materials science but are also typically non-trivial to elucidate. Cases in which defects (or disorder) nucleate within an initially ordered structure are no exception. A prominent example...
Mattia Perrone, D. D. Girardier, Giovanni M. Pavan et al.· Journal of Chemical Physics· 0 citations