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Meeting 2021 TMS Annual Meeting & Exhibition
Symposium Practical Tools for Integration and Analysis in Materials Engineering
Presentation Title PRISMS-PF: A High Performance Phase-field Modeling Framework to Simulate Microstructure Evolution
Author(s) David Montiel, Stephen DeWitt, Yanjun Lyu, Katsuyo Thornton, John Allison
On-Site Speaker (Planned) David Montiel
Abstract Scope PRISMS-PF is an open-source framework for phase-field simulations of microstructure evolution developed with an emphasis on performance, flexibility, and ease-of-use. The framework’s competitive performance is enabled by its use of a matrix-free finite element method for explicit time integration, advanced adaptive meshing, and multi-level parallelization. We demonstrate the flexibility of PRISMS-PF and its adaptability to study a wide variety of phenomena, such as the interaction of precipitates in magnesium-rare earth alloys and the effects of microstructure in corrosion. We also present benchmark tests which show that the performance of PRISMS-PF either meets or exceeds that of other common open-source phase-field frameworks and largely exceeds that of finite difference codes. Finally, we discuss the integration of PRISMS-PF with other computational packages such as DREAM.3D, VisIt, and the Materials Commons information repository and collaboration platform from the PRISMS Center at the University of Michigan.
Proceedings Inclusion? Planned:

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A Fast Fourier Transform Based Crystal Plasticity Constitutive Model for Predicting Creep and Rupture Lifetime in Metallic Systems
A Framework for Closed-loop Materials Design Using Density Functional Theory
A Method to Reconstruct Prior Beta Grain Orientations from Measured Alpha-phase Electron Backscatter Diffraction Data
A Private Ledger Architecture Tailored for Secure Workflow Management in Additive Manufacturing Facilities
Accelerated Tools for Disordered-materials Discovery
AMPIS: Automated Materials Particle Instance Segmentation
An Automated Procedure for Reconstructing Deformation Twin Hierarchies in Heavily Twinned Microstructures Implemented Using MTEX
Application of Prolate Spheroid Stereology to Microtexture Regions in Ti-6Al-4V
Batch Reification Fusion Optimization (BAREFOOT) Framework
Calculation of First Principles Based Thermodynamic and Kinetic Materials Properties Using CASM
Crystal Plasticity Model for Single Crystal Ni-based Superalloys: Capturing Orientation and Temperature Dependence of Flow Stress
Foundations and Applications of DAMASK
Introductory Comments: Practical Tools for Integration and Analysis in Materials Engineering
LAMMPS as a Tool in Materials Modeling Workflows
Microstructural Modeling with FiPy
PRISMS-PF: A High Performance Phase-field Modeling Framework to Simulate Microstructure Evolution
Prisms-plasticity: An Open Source Crystal Plasticity Finite Element Software
The Materials Commons 2.0: A Collaboration Platform and Information Repository for the Global Materials Community
Tools for Microstructural Analysis Using Computer Vision and Machine Learning

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