The new approach shows efficient modeling of phase transitions in binary alloys, suggesting enhanced understanding of ferromagnetic materials.
Despite extensive research on ferromagnetic materials and binary alloys, the interplay between magnetic fields and binary microstructure formation has not yet been systematically modeled within the phase-field crystal (PFC) framework. In this work, we propose a novel magnetic-coupled binary PFC model which, to the best of our knowledge, is the first to integrate ferromagnetic ordering and binary atomic density evolution within a unified formulation. The resulting system consists of three strongly coupled and highly nonlinear partial differential equations: two mass-conserved Allen–Cahn type equations for the binary density fields, and a third Allen-Cahn type equation governing the magnetization field dynamics, derived via a Ginzburg–Landau approach. To solve this challenging system efficiently, we further develop a fully discrete scheme that combines the Invariant Energy Quadratization (IEQ) and Zero-Energy-Contribution (ZEC) approaches for time discretization with a Fourier spectral method for spatial discretization. The proposed scheme is linear, fully decoupled, unconditionally energy stable, and second-order accurate in time, enabling robust and efficient simulation of magneto-structural dynamics. Extensive two- and three-dimensional numerical experiments demonstrate the method’s capability to capture magnetically driven phenomena such as crystal growth and phase transitions. This work not only establishes a new theoretical framework for modeling magnetic field-coupled binary systems but also provides an effective computational tool for simulating complex ferromagnetic material behavior.
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Xu et al. (2026) studied this question.
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