Statistically equivalent representative volume elements (SERVE) for material behaviour analysis and multiscale modelling

Parametrically upscaled crack nucleation model (PUCNM) for fatigue nucleation in titanium alloys containing micro-texture regions (MTR)

(2023) Jinlei Shen et al.   ACTA MATERIALIA

Developing parametrically upscaled constitutive and crack nucleation models for the α/β Ti64 alloy

(2022) Jinlei Shen et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys

(2022) Maxwell Pinz et al.   npj Computational Materials

Machine learning-enabled self-consistent parametrically-upscaled crystal plasticity model for Ni-based superalloys

(2022) George Weber et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A Three-Dimensional Microstructure Reconstruction Framework for Permeable Pavement Analysis Based on 3D-IWGAN with Enhanced Gradient Penalty

(2021) Ludia Eka Feri et al.   SENSORS

Recent Developments in Femtosecond Laser-Enabled TriBeam Systems

(2021) McLean P. Echlin et al.   JOM

A Coupled Crystal Plasticity FEM and Phase-Field Model for Crack Evolution in Microstructures of 7000 Series Aluminum Alloys

(2020) Xiaohui Tu et al.   ENGINEERING FRACTURE MECHANICS

Uncertainty-quantified parametrically homogenized constitutive models (UQ-PHCMs) for dual-phase α/β titanium alloys

(2020) Shravan Kotha et al.   npj Computational Materials

Generation of statistically representative microstructures with direct grain geometry control

(2020) Kenneth A. Hart et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Machine Learning-Aided Parametrically Homogenized Crystal Plasticity Model (PHCPM) for Single Crystal Ni-Based Superalloys

(2020) George Weber et al.   JOM

Compact representations of microstructure images using triplet networks

(2020) Michiel Larmuseau et al.   npj Computational Materials

Statistical characterization and reconstruction of heterogeneous microstructures using deep neural network

(2020) Jinlong Fu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

The mechanistic link between macrozones and dwell fatigue in titanium alloys

(2020) Yang Liu et al.   INTERNATIONAL JOURNAL OF FATIGUE

Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials

(2020) Tim Hsu et al.   JOM

Predicting dwell fatigue life in titanium alloys using modelling and experiment

(2020) Yilun Xu et al.   Nature Communications

Advancements to the Digital Representation Environment for Analysis of Materials in 3-Dimensions—DREAM.3D

(2019) M. Jackson et al.   MICROSCOPY AND MICROANALYSIS

Wavelet-enriched adaptive hierarchical FE model for coupled crystal plasticity-phase field modeling of crack propagation in polycrystalline microstructures

(2019) Jiahao Cheng et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Microstructure and property based statistically equivalent RVEs for intragranular γ−γ' microstructures of Ni-based superalloys

(2018) M. Pinz et al.   ACTA MATERIALIA

Computationally Efficient Phase-field Simulation Studies Using RVE Sampling and Statistical Analysis

(2018) Christian Schwarze et al.   COMPUTATIONAL MATERIALS SCIENCE

Role of exterior statistics-based boundary conditions for property-based statistically equivalent representative volume elements of polydispersed elastic composites

(2018) Dhirendra V Kubair et al.   JOURNAL OF COMPOSITE MATERIALS

Controlling the MC and M 2 C carbide precipitation in Ferrium® M54® steel to achieve optimum ultimate tensile strength/fracture toughness balance

(2018) A. Mondiere et al.   MATERIALS CHARACTERIZATION

Computational microstructure characterization and reconstruction: Review of the state-of-the-art techniques

(2018) Ramin Bostanabad et al.   PROGRESS IN MATERIALS SCIENCE

Generation of 3D representative volume elements for heterogeneous materials: A review

(2018) Swantje Bargmann et al.   PROGRESS IN MATERIALS SCIENCE

Microstructure and Property-Based Statistically Equivalent Representative Volume Elements for Polycrystalline Ni-Based Superalloys Containing Annealing Twins

(2018) Akbar Bagri et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Microstructure and property based statistically equivalent RVEs for polycrystalline-polyphase aluminum alloys

(2018) Xiaohui Tu et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Exterior statistics based boundary conditions for establishing statistically equivalent representative volume elements of statistically nonhomogeneous elastic microstructures

(2017) Dhirendra V. Kubair et al.   INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

Automated methods for the quantification of 3D woven architectures

(2017) Amanda J. Levinson et al.   MATERIALS CHARACTERIZATION

Mote3D: an open-source toolbox for modelling periodic random particulate microstructures

(2017) Henning Richter   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING

Experimentally validated dwell and cyclic fatigue crack nucleation model for α–titanium alloys

(2017) D. Ozturk et al.   SCRIPTA MATERIALIA

Stochastic microstructure characterization and reconstruction via supervised learning

(2016) Ramin Bostanabad et al.   ACTA MATERIALIA

A combined grain scale elastic–plastic criterion for identification of fatigue crack initiation sites in a twin containing polycrystalline nickel-base superalloy

(2016) J.C. Stinville et al.   ACTA MATERIALIA

A statistical ensemble cellular automaton microstructure model for primary recrystallization

(2016) M. Kühbach et al.   ACTA MATERIALIA

A method to generate conformal finite-element meshes from 3D measurements of microstructurally small fatigue-crack propagation

(2016) A. D. Spear et al.   FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES

Development of a High-Temperature Tensile Tester for Micromechanical Characterization of Materials Supporting Meso-Scale ICME Models

(2016) Zafir Alam et al.   JOM

Exterior statistics based boundary conditions for representative volume elements of elastic composites

(2016) Somnath Ghosh et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

A Markov random field approach for microstructure synthesis

(2016) A Kumar et al.   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING

A Markov random field approach for modeling spatio-temporal evolution of microstructures

(2016) Pinar Acar et al.   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING

New opportunities for quantitative tracking of polycrystal responses in three dimensions

(2015) Jay C. Schuren et al.   CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE

Hierarchical crystal plasticity FE model for nickel-based superalloys: Sub-grain microstructures to polycrystalline aggregates

(2015) Shahriyar Keshavarz et al.   INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

The TriBeam system: Femtosecond laser ablation in situ SEM

(2015) McLean P. Echlin et al.   MATERIALS CHARACTERIZATION

Materials Genome Initiative: Advances and Initiatives

(2014)   JOM

Integrated Computational Materials Engineering of Titanium: Current Capabilities Being Developed Under the Metals Affordability Initiative

(2014) M. G. Glavicic et al.   JOM

Accurate modeling and reconstruction of three-dimensional percolating filamentary microstructures from two-dimensional micrographs via dilation-erosion method

(2014) En-Yu Guo et al.   MATERIALS CHARACTERIZATION

Modeling and predicting microstructure evolution in lead/tin alloy via correlation functions and stochastic material reconstruction

(2013) Yang Jiao et al.   ACTA MATERIALIA

Multi-scale crystal plasticity finite element model approach to modeling nickel-based superalloys

(2013) Shahriyar Keshavarz et al.   ACTA MATERIALIA

Three-dimensional characterization of the permeability of W–Cu composites using a new “TriBeam” technique

(2013) McLean P. Echlin et al.   ACTA MATERIALIA

Linking phase-field and finite-element modeling for process–structure–property relations of a Ni-base superalloy

(2012) Bradley S. Fromm et al.   ACTA MATERIALIA

Estimating the response of polycrystalline materials using sets of weighted statistical volume elements

(2012) Siddiq M. Qidwai et al.   ACTA MATERIALIA

Quantifying microstructures in isotropic grain growth from phase field modeling: Methods

(2012) Tao Xu et al.   ACTA MATERIALIA

Fatigue crack growth rates in alpha titanium: Faceted vs. striation growth

(2012) Adam L. Pilchak   SCRIPTA MATERIALIA

Dislocation decorrelation and relationship to deformation microtwins during creep of a γ′ precipitate strengthened Ni-based superalloy

(2011) R.R. Unocic et al.   ACTA MATERIALIA

A New Femtosecond Laser-Based Tomography Technique for Multiphase Materials

(2011) McLean P. Echlin et al.   ADVANCED MATERIALS

Large-scale 3D random polycrystals for the finite element method: Generation, meshing and remeshing

(2011) R. Quey et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Representation and computational structure-property relations of random media

(2011) D. L. McDowell et al.   JOM

High-energy diffraction microscopy at the advanced photon source

(2011) U. Lienert et al.   JOM

Three-Dimensional Materials Science: An Intersection of Three-Dimensional Reconstructions and Simulations

(2011) Katsuyo Thornton et al.   MRS BULLETIN

Optimized structure based representative volume element sets reflecting the ensemble-averaged 2-point statistics

(2010) Stephen R. Niezgoda et al.   ACTA MATERIALIA

Three-phase solid oxide fuel cell anode microstructure realization using two-point correlation functions

(2010) M. Baniassadi et al.   ACTA MATERIALIA

Three-dimensional analysis of secondary γ′γ′ precipitates in René-88 DT and UMF-20 superalloys

(2009) J. MacSleyne et al.   ACTA MATERIALIA

Microstructure sensitive design for performance optimization

(2009) David T. Fullwood et al.   PROGRESS IN MATERIALS SCIENCE

Three-dimensional grain mapping by x-ray diffraction contrast tomography and the use of Friedel pairs in diffraction data analysis

(2009) W. Ludwig et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

A framework for automated analysis and simulation of 3D polycrystalline microstructures. Part 2: Synthetic structure generation☆

(2008) M GROEBER   ACTA MATERIALIA

A framework for automated analysis and simulation of 3D polycrystalline microstructures.Part 1: Statistical characterization

(2008) M GROEBER   ACTA MATERIALIA

Statistical volume element method for predicting microstructure–constitutive property relations

(2008) Xiaolei Yin et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING