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Materials Data Science: Current Status and Future Outlook

Annual review of materials research, 2015-07, Vol.45 (1), p.171-193

2015

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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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Key computational modeling issues in Integrated Computational Materials Engineering

Computer aided design, 2013-01, Vol.45 (1), p.4-25

2013

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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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Biomaterialomics: Data science-driven pathways to develop fourth-generation biomaterials

Acta biomaterialia, 2022-04, Vol.143, p.1-25

2022

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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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Estimating the slip resistance from spherical nanoindentation and orientation measurements in polycrystalline samples of cubic metals

International journal of plasticity, 2017-05, Vol.92 (C), p.19-30

2017

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Sequential Designs for Filling Output Spaces

Technometrics, 2024-01, Vol.66 (1), p.65-76

2024

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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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Bayesian estimation of single ply anisotropic elastic constants from spherical indentations on multi-laminate polymer-matrix fiber-reinforced composite samples

Meccanica (Milan), 2021-06, Vol.56 (6), p.1575-1586

2021

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Studying grain boundary regions in polycrystalline materials using spherical nano-indentation and orientation imaging microscopy

Journal of materials science, 2012-01, Vol.47 (2), p.815-823

2012

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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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Study of a Bimodal α–β Ti Alloy Microstructure Using Multi-Resolution Spherical Indentation Stress-Strain Protocols

Journal of composites science, 2022-06, Vol.6 (6), p.162

2022

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Probing nanoscale damage gradients in ion-irradiated metals using spherical nanoindentation

Scientific reports, 2017-09, Vol.7 (1), p.11918-12, Article 11918

2017

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Modeling anisotropic strain hardening and deformation textures in low stacking fault energy fcc metals

International journal of plasticity, 2001-01, Vol.17 (6), p.837-860

Kalidindi, S R

2001

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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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Novel microstructure quantification framework for databasing, visualization, and analysis of microstructure data

Integrating materials and manufacturing innovation, 2013-12, Vol.2 (1), p.54-80

2013

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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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Data science and cyberinfrastructure: critical enablers for accelerated development of hierarchical materials

International materials reviews, 2015-04, Vol.60 (3), p.150-168

Kalidindi, Surya R.

2015

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A Generalized and Modular Framework for Digital Generation of Composite Microstructures

Journal of composites science, 2021-08, Vol.5 (8), p.211

2021

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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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Importance of surface preparation on the nano-indentation stress-strain curves measured in metals

Journal of materials research, 2009-03, Vol.24 (3), p.1142-1155

2009

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Microstructure Sensitive Design for Performance Optimization

1, 2012

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Materials Data Science: Current Status and Future Outlook

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

Key computational modeling issues in Integrated Computational Materials Engineering

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

Biomaterialomics: Data science-driven pathways to develop fourth-generation biomaterials

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

Estimating the slip resistance from spherical nanoindentation and orientation measurements in polycrystalline samples of cubic metals

Sequential Designs for Filling Output Spaces

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

Bayesian estimation of single ply anisotropic elastic constants from spherical indentations on multi-laminate polymer-matrix fiber-reinforced composite samples

Studying grain boundary regions in polycrystalline materials using spherical nano-indentation and orientation imaging microscopy

Crystal plasticity simulations using discrete Fourier transforms

Study of a Bimodal α–β Ti Alloy Microstructure Using Multi-Resolution Spherical Indentation Stress-Strain Protocols

Probing nanoscale damage gradients in ion-irradiated metals using spherical nanoindentation

Modeling anisotropic strain hardening and deformation textures in low stacking fault energy fcc metals

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

Novel microstructure quantification framework for databasing, visualization, and analysis of microstructure data

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

Data science and cyberinfrastructure: critical enablers for accelerated development of hierarchical materials

A Generalized and Modular Framework for Digital Generation of Composite Microstructures

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

Importance of surface preparation on the nano-indentation stress-strain curves measured in metals

Microstructure Sensitive Design for Performance Optimization

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