| Abstract Scope |
Phase-field (PF) modeling is increasingly becoming a key computational technique for ICME. In this talk, we will describe the recent progress in extending and integrating the PRISMS Computational Tools, with a focus on PRISMS-PF. PRISMS-PF is an open-source, high-performance framework for PF modeling of microstructure evolution. However, it has been extended to include various physical processes, including electrochemistry to model corrosion and fluid flow to consider the effects of advective transport during solidification. It has also been integrated with PRISMS-Plasticity to model recrystallization and with CASM for parameterization. These capabilities will be highlighted with a few applications. Furthermore, the AI-enabled Microstructure Model BuildER (AMMBER), an automatic parameterization tool for PF modeling, will also be discussed. As in PRISMS, it aims at enabling a broader community to utilize PF modeling. Combined, such open-source software infrastructure will contribute to simulation-based material discovery and development within the context of MGI. |