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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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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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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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Materials knowledge system for nonlinear composites

Computer methods in applied mechanics and engineering, 2019-04, Vol.346, p.180-196

2019

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Data-driven reduced order models for effective yield strength and partitioning of strain in multiphase materials

Journal of computational physics, 2017-10, Vol.346, p.242-261

2017

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Data science approaches for microstructure quantification and feature identification in porous membranes

Journal of membrane science, 2017, Vol.540, p.88-97

2017

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A new framework for the assessment of model probabilities of the different crystal plasticity models for lamellar grains in α+β Titanium alloys

Modelling and simulation in materials science and engineering, 2023-06, Vol.31 (4), p.44001

2023

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Texture-sensitive prediction of micro-spring performance using Gaussian process models calibrated to finite element simulations

Materials & design, 2021-01, Vol.197 (C), p.109198, Article 109198

2021

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Dependence of mechanical properties on crystal orientation of semi-crystalline polyethylene structures

Polymer (Guilford), 2014-08, Vol.55 (16), p.4248-4257

2014

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Microstructure-based knowledge systems for capturing process-structure evolution linkages

Acta materialia, 2017, Vol.21

2017

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In situ X-ray nanotomography of metal surfaces during electropolishing

Scientific reports, 2015-10, Vol.5 (1), p.15257-15257, Article 15257

2015

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Detailed analyses of grain–scale plastic deformation in columnar polycrystalline aluminium using orientation image mapping and crystal plasticity models

Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences, 2004-07, Vol.460 (2047), p.1935-1956

2004

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Uncertainty quantification and propagation in the microstructure-sensitive prediction of the stress-strain response of woven ceramic matrix composites

Computers & structures, 2023-10, Vol.286, p.107110, Article 107110

2023

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Determination of unknown stress states in silicon wafers using microlaser Raman spectroscopy

Journal of applied physics, 1997-09, Vol.82 (5), p.2595-2602

1997

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Phonon transport properties of two-dimensional electride Ca 2 N—A first-principles study

Applied physics letters, 2018-09, Vol.113 (13)

2018

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Active learning for regression of structure-property mapping: the importance of sampling and representation

Digital discovery, 2024

2024

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Thermomechanical Processing for Recovery of Desired $$ {\left\langle {001} \right\rangle } $$ Fiber Texture in Electric Motor Steels

Metallurgical and materials transactions. A, Physical metallurgy and materials science, 2008-07, Vol.39 (7), p.1738-1746

2008

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Application of Microstructure Sensitive Design to FCC Polycrystals

Materials science forum, 2007-05, Vol.546-549, p.675-680

2007

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Understanding pop-ins in spherical nanoindentation

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

2014

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Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets

Computational materials science, 2018-08, Vol.151 (C)

2018

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Computationally Efficient, Fully Coupled Multiscale Modeling of Materials Phenomena Using Calibrated Localization Linkages

ISRN materials science, 2012-11, Vol.2012, p.1-13

2012

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Solidification in 4D: from Dendrites to Eutectics

Microscopy and microanalysis, 2017-07, Vol.23 (S1), p.320-321

2017

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An approach towards plastic scintillators from thermally activated delayed fluorescent dyes and cross-linkable bismuth compounds

Journal of materials chemistry. C, Materials for optical and electronic devices, 2022-11, Vol.10 (46)

2022

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Biological and mechanical characteristics of the interface between a new swelling anchor and bone

Journal of orthopaedic research, 2000-05, Vol.18 (3), p.494-499

2000

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

Sequential Designs for Filling Output Spaces

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

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

Materials knowledge system for nonlinear composites

Data-driven reduced order models for effective yield strength and partitioning of strain in multiphase materials

Data science approaches for microstructure quantification and feature identification in porous membranes

A new framework for the assessment of model probabilities of the different crystal plasticity models for lamellar grains in α+β Titanium alloys

Texture-sensitive prediction of micro-spring performance using Gaussian process models calibrated to finite element simulations

Dependence of mechanical properties on crystal orientation of semi-crystalline polyethylene structures

Microstructure-based knowledge systems for capturing process-structure evolution linkages

In situ X-ray nanotomography of metal surfaces during electropolishing

Detailed analyses of grain–scale plastic deformation in columnar polycrystalline aluminium using orientation image mapping and crystal plasticity models

Uncertainty quantification and propagation in the microstructure-sensitive prediction of the stress-strain response of woven ceramic matrix composites

Determination of unknown stress states in silicon wafers using microlaser Raman spectroscopy

Phonon transport properties of two-dimensional electride Ca 2 N—A first-principles study

Active learning for regression of structure-property mapping: the importance of sampling and representation

Thermomechanical Processing for Recovery of Desired $$ {\left\langle {001} \right\rangle } $$ Fiber Texture in Electric Motor Steels

Application of Microstructure Sensitive Design to FCC Polycrystals

Understanding pop-ins in spherical nanoindentation

Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets

Computationally Efficient, Fully Coupled Multiscale Modeling of Materials Phenomena Using Calibrated Localization Linkages

Solidification in 4D: from Dendrites to Eutectics

An approach towards plastic scintillators from thermally activated delayed fluorescent dyes and cross-linkable bismuth compounds

Biological and mechanical characteristics of the interface between a new swelling anchor and bone

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