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 …

Extraction of reduced-order process-structure linkages from phase-field simulations

YC Yabansu, P Steinmetz, J Hötzer, SR Kalidindi… - Acta Materialia, 2017 - Elsevier
Phase-field simulations have achieved notable success in capturing characteristic details of
microstructure evolution in directional solidification of ternary eutectic alloys. In spite of the …

Phase field modeling of simultaneous nucleation and growth by explicitly incorporating nucleation events

JP Simmons, C Shen, Y Wang - Scripta materialia, 2000 - Elsevier
Significant cost savings are realized in alloy processing by using computer models of the
processes, reducing the amount of experimental effort necessary. Understanding the …

Phase-field models for microstructure evolution

LQ Chen - Annual review of materials research, 2002 - annualreviews.org
▪ Abstract The phase-field method has recently emerged as a powerful computational
approach to modeling and predicting mesoscale morphological and microstructure evolution …

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 …

Using the phase-field crystal method in the multi-scale modeling of microstructure evolution

N Provatas, JA Dantzig, B Athreya, P Chan… - Jom, 2007 - Springer
The phase-field-crystal method is a new modeling technique that incorporates the periodic
nature of a crystal lattice by considering a free energy functional that is minimized by …

Multiscale modeling of solidification: phase-field methods to adaptive mesh refinement

N Provatas, M Greenwood, B Athreya… - … Journal of Modern …, 2005 - World Scientific
We review the use of phase field methods in solidification modeling, describing their
fundamental connection to the physics of phase transformations. The inherent challenges …

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 …

Efficient numerical algorithm for multiphase field simulations

S Vedantam, BSV Patnaik - Physical Review E, 2006 - APS
Phase-field models have emerged as a successful class of models in a wide variety of
applications in computational materials science. Multiphase field theories, as a subclass of …

Three-dimensional phase-field simulations of directional solidification

M Plapp - Journal of crystal growth, 2007 - Elsevier
The phase-field method has become the method of choice for simulating microstructural
pattern formation during solidification. One of its main advantages is that time-dependent …