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Meeting 2021 TMS Annual Meeting & Exhibition
Symposium Practical Tools for Integration and Analysis in Materials Engineering
Presentation Title An Automated Procedure for Reconstructing Deformation Twin Hierarchies in Heavily Twinned Microstructures Implemented Using MTEX
Author(s) Daniel J. Savage, Rodney J McCabe, Marko Knezevic
On-Site Speaker (Planned) Daniel J. Savage
Abstract Scope Approaches for automated reconstruction of deformation twin hierarchies from orientation raster maps have historically not performed well for highly twinned microstructures due to: 1) mischaracterized orientation relationships that arise from reorientation by slip or high levels of segmentation, 2) misidentification of non-twinned grain fragments when most or all of an initial grain is twinned, and 3) nonflexible selection of the twin hierarchy when multiple generations exist. In this work, a general twin analysis code is implemented using MTEX and the MATLAB graph toolbox to address each issue. Highlights of the novel algorithms developed include grouping methodologies that mitigate slip artifacts and problematic twin relationships, incorporation of texture in determining non-twin grain fragments, and a minimum spanning tree approach to determining twin hierarchies. To demonstrate the utility of the algorithms, highly twinned α-Ti is investigated and the level of automation is demonstrated to largely improve over approaches in literature.
Proceedings Inclusion? Planned:
Keywords Titanium, Characterization, Other

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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