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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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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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Feature engineering of material structure for AI-based materials knowledge systems

Journal of applied physics, 2020-07, Vol.128 (4)

Kalidindi, Surya R.

2020

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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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Mechanical characterization of grain boundaries using nanoindentation

Current opinion in solid state & materials science, 2014-08, Vol.18 (4), p.196-204

2014

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Spherical nanoindentation stress–strain curves

Materials science & engineering. R, Reports : a review journal, 2015-05, Vol.91 (C), p.1-36

2015

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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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Understanding pop-ins in spherical nanoindentation

Applied physics letters, 2014-10, Vol.105 (16)

2014

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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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Application of Gaussian process autoregressive models for capturing the time evolution of microstructure statistics from phase-field simulations for sintering of polycrystalline ceramics

Modelling and simulation in materials science and engineering, 2019-09, Vol.27 (8), p.84006

2019

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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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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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Role of materials data science and informatics in accelerated materials innovation

MRS bulletin, 2016-08, Vol.41 (8), p.596-602

2016

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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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Viscoelasticity and high buckling stress of dense carbon nanotube brushes

Carbon (New York), 2009-07, Vol.47 (8), p.1969-1976

2009

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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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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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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

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

Feature engineering of material structure for AI-based materials knowledge systems

Sequential Designs for Filling Output Spaces

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

Mechanical characterization of grain boundaries using nanoindentation

Spherical nanoindentation stress–strain curves

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

Understanding pop-ins in spherical nanoindentation

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

Application of Gaussian process autoregressive models for capturing the time evolution of microstructure statistics from phase-field simulations for sintering of polycrystalline ceramics

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

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

Role of materials data science and informatics in accelerated materials innovation

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

Viscoelasticity and high buckling stress of dense carbon nanotube brushes

Strain hardening of titanium: role of deformation twinning

A Generalized and Modular Framework for Digital Generation of Composite Microstructures

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