Understanding and design of metallic alloys guided by phase-field simulations

Y Zhao - npj Computational Materials, 2023 - nature.com
Phase-field method (PFM) has become a mainstream computational method for predicting
the evolution of nano and mesoscopic microstructures and properties during materials …

From classical thermodynamics to phase-field method

LQ Chen, Y Zhao - Progress in Materials Science, 2022 - Elsevier
Phase-field method is a density-based computational method at the mesoscale for modeling
and predicting the temporal microstructure and property evolution during materials …

The phase field method: mesoscale simulation aiding material discovery

MR Tonks, LK Aagesen - Annual Review of Materials Research, 2019 - annualreviews.org
Mesoscale modeling and simulation approaches provide a bridge from atomic-scale
methods to the macroscale. The phase field (PF) method has emerged as a powerful and …

Analytics for microstructure datasets produced by phase-field simulations

P Steinmetz, YC Yabansu, J Hötzer, M Jainta, B Nestler… - Acta Materialia, 2016 - Elsevier
Phase-field simulations have become valuable tools in explorations of the effects of the
processing parameters on the internal structure evolution of materials in a broad range of …

Phase-field modeling of microstructure evolution: Recent applications, perspectives and challenges

D Tourret, H Liu, J LLorca - Progress in Materials Science, 2022 - Elsevier
We briefly review the state-of-the-art in phase-field modeling of microstructure evolution. The
focus is placed on recent applications of phase-field simulations of solid-state microstructure …

Development of phase-field modeling in materials science in China: a review

Y Zhao, H Xing, L Zhang, H Huang, D Sun… - Acta Metallurgica Sinica …, 2023 - Springer
Phase-field method, as a powerful and popular approach to predict the mesoscale
microstructure evolution in various materials science, provides a bridge from atomic-scale …

Machine-learning-based surrogate modeling of microstructure evolution using phase-field

I Peivaste, NH Siboni, G Alahyarizadeh… - Computational Materials …, 2022 - Elsevier
Phase-field-based models have become common in material science, mechanics, physics,
biology, chemistry, and engineering for the simulation of microstructure evolution. Yet, they …

Physics-embedded graph network for accelerating phase-field simulation of microstructure evolution in additive manufacturing

T Xue, Z Gan, S Liao, J Cao - npj Computational Materials, 2022 - nature.com
The phase-field (PF) method is a physics-based computational approach for simulating
interfacial morphology. It has been used to model powder melting, rapid solidification, and …

Benchmark problems for numerical implementations of phase field models

AM Jokisaari, PW Voorhees, JE Guyer, J Warren… - Computational Materials …, 2017 - Elsevier
We present the first set of benchmark problems for phase field models that are being
developed by the Center for Hierarchical Materials Design (CHiMaD) and the National …

Phase-field modeling of multi-component systems

B Nestler, A Choudhury - Current opinion in solid state and Materials …, 2011 - Elsevier
A review surveying the developments in the application of the phase-field method in the
study of phase transitions and microstructure evolution in multi-component systems is …