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Development of high throughput assays for establishing process-structure-property linkages in multiphase polycrystalline metals: Application to dual-phase steels

Acta materialia, 2017-01, Vol.123, p.55-69

2017

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Deformation twinning in AZ31: Influence on strain hardening and texture evolution

Acta materialia, 2010-11, Vol.58 (19), p.6230-6242

2010

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Determination of the effective zero-point and the extraction of spherical nanoindentation stress–strain curves

Acta materialia, 2008-08, Vol.56 (14), p.3523-3532

2008

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Influence of deformation twinning on static annealing of AZ31 Mg alloy

Acta materialia, 2013-09, Vol.61 (16), p.5966-5978

2013

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Microstructure reconstructions from 2-point statistics using phase-recovery algorithms

Acta materialia, 2008-03, Vol.56 (5), p.942-948

2008

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Microstructure informatics using higher-order statistics and efficient data-mining protocols

JOM (1989), 2011-04, Vol.63 (4), p.34-41

2011

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Evaluation of Ti–Mn Alloys for Additive Manufacturing Using High-Throughput Experimental Assays and Gaussian Process Regression

Materials, 2020-10, Vol.13 (20), p.4641

2020

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Crystal plasticity simulations using discrete Fourier transforms

Acta materialia, 2009-04, Vol.57 (6), p.1777-1784

2009

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

Acta materialia, 2010-08, Vol.58 (13), p.4432-4445

2010

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Extracting single-crystal elastic constants from polycrystalline samples using spherical nanoindentation and orientation measurements

Acta materialia, 2014-10, Vol.79, p.108-116

2014

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Strain hardening of titanium: role of deformation twinning

Acta materialia, 2003-08, Vol.51 (14), p.4225-4237

2003

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Correlation of spherical nanoindentation stress-strain curves to simple compression stress-strain curves for elastic-plastic isotropic materials using finite element models

Acta materialia, 2016-06, Vol.112 (C), p.295-302

2016

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Material structure-property linkages using three-dimensional convolutional neural networks

Acta materialia, 2018-03, Vol.146, p.76-84

2018

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Structure–property linkages using a data science approach: Application to a non-metallic inclusion/steel composite system

Acta materialia, 2015-06, Vol.91, p.239-254

2015

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Autonomous Development of a Machine-Learning Model for the Plastic Response of Two-Phase Composites from Micromechanical Finite Element Models

JOM (1989), 2021-07, Vol.73 (7), p.2085-2095

2021

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Quantification and classification of microstructures in ternary eutectic alloys using 2-point spatial correlations and principal component analyses

Acta materialia, 2016-05, Vol.110, p.131-141

2016

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Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches

Acta materialia, 2019-03, Vol.166 (C), p.335-345

2019

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Prediction of the Electron Density of States for Crystalline Compounds with Atomistic Line Graph Neural Networks (ALIGNN)

JOM (1989), 2022-04, Vol.74 (4), p.1395-1405

2022

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Microstructure Quantification and Multiresolution Mechanical Characterization of Ti-Based Bulk Metallic Glass-Matrix Composites

JOM (1989), 2021-11, Vol.73 (11), p.3312-3322

2021

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Statistical construction of 3-D microstructures from 2-D exemplars collected on oblique sections

Acta materialia, 2016-01, Vol.102, p.136-148

2016

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Representation and calibration of elastic localization kernels for a broad class of cubic polycrystals

Acta materialia, 2015-08, Vol.94, p.26-35

2015

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Use of Spherical Nanoindentation Protocols to Study the Anisotropic Mechanical Response of Alpha-Beta Single Colonies in Ti–6Al–4V Alloy

Metallurgical and materials transactions. A, Physical metallurgy and materials science, 2024-10, Vol.55 (10), p.3737-3745

2024

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Grain-scale measurement of slip resistances in aluminum polycrystals using spherical nanoindentation

Acta materialia, 2015-05, Vol.90 (C), p.27-36

2015

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Formulation and calibration of higher-order elastic localization relationships using the MKS approach

Acta materialia, 2011-06, Vol.59 (11), p.4595-4605

2011

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Analytics for microstructure datasets produced by phase-field simulations

Acta materialia, 2016-01, Vol.103, p.192-203

2016

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Development of high throughput assays for establishing process-structure-property linkages in multiphase polycrystalline metals: Application to dual-phase steels

Deformation twinning in AZ31: Influence on strain hardening and texture evolution

Determination of the effective zero-point and the extraction of spherical nanoindentation stress–strain curves

Influence of deformation twinning on static annealing of AZ31 Mg alloy

Microstructure reconstructions from 2-point statistics using phase-recovery algorithms

Microstructure informatics using higher-order statistics and efficient data-mining protocols

Evaluation of Ti–Mn Alloys for Additive Manufacturing Using High-Throughput Experimental Assays and Gaussian Process Regression

Crystal plasticity simulations using discrete Fourier transforms

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

Extracting single-crystal elastic constants from polycrystalline samples using spherical nanoindentation and orientation measurements

Strain hardening of titanium: role of deformation twinning

Correlation of spherical nanoindentation stress-strain curves to simple compression stress-strain curves for elastic-plastic isotropic materials using finite element models

Material structure-property linkages using three-dimensional convolutional neural networks

Structure–property linkages using a data science approach: Application to a non-metallic inclusion/steel composite system

Autonomous Development of a Machine-Learning Model for the Plastic Response of Two-Phase Composites from Micromechanical Finite Element Models

Quantification and classification of microstructures in ternary eutectic alloys using 2-point spatial correlations and principal component analyses

Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches

Prediction of the Electron Density of States for Crystalline Compounds with Atomistic Line Graph Neural Networks (ALIGNN)

Microstructure Quantification and Multiresolution Mechanical Characterization of Ti-Based Bulk Metallic Glass-Matrix Composites

Statistical construction of 3-D microstructures from 2-D exemplars collected on oblique sections

Representation and calibration of elastic localization kernels for a broad class of cubic polycrystals

Use of Spherical Nanoindentation Protocols to Study the Anisotropic Mechanical Response of Alpha-Beta Single Colonies in Ti–6Al–4V Alloy

Grain-scale measurement of slip resistances in aluminum polycrystals using spherical nanoindentation

Formulation and calibration of higher-order elastic localization relationships using the MKS approach

Analytics for microstructure datasets produced by phase-field simulations

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