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Materials informatics: From the atomic-level to the continuum

Acta materialia, 2019-04, Vol.168 (C), p.473-510

2019

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Multi-fidelity machine learning models for accurate bandgap predictions of solids

Computational materials science, 2017-03, Vol.129, p.156-163

2017

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Machine learning bandgaps of double perovskites

Scientific reports, 2016-01, Vol.6 (1), p.19375-19375, Article 19375

2016

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Three-dimensional imaging of vortex structure in a ferroelectric nanoparticle driven by an electric field

Nature communications, 2017-08, Vol.8 (1), p.280-8, Article 280

2017

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Structure classification and melting temperature prediction in octet AB solids via machine learning

Physical review. B, Condensed matter and materials physics, 2015-06, Vol.91 (21), Article 214302

2015

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Strain-induced metal-insulator phase coexistence in perovskite manganites

Nature, 2004-03, Vol.428 (6981), p.401-404

2004

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Stabilization and strengthening effects of functional groups in two-dimensional titanium carbide

Physical review. B, 2016-09, Vol.94 (10), Article 104103

2016

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Mechanical Loss in Multiferroic Materials at High Frequencies: Friction and the Evolution of Ferroelastic Microstructures

Advanced materials (Weinheim), 2013-06, Vol.25 (23), p.3244-3248

2013

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Classification of octet AB-type binary compounds using dynamical charges: A materials informatics perspective

Scientific reports, 2015-12, Vol.5 (1), p.17504-17504, Article 17504

2015

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Coupled nonlinear elasticity, plastic slip, twinning, and phase transformation in single crystal titanium for plate impact loading

Journal of the mechanics and physics of solids, 2019-06, Vol.127, p.358-385

2019

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A minimal description of morphological hierarchy in two-dimensional aggregates

Soft matter, 2015-09, Vol.11 (34), p.674-6746

2015

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Morphology dictated heterogeneous dynamics in two-dimensional aggregates

Soft matter, 2016-12, Vol.12 (48), p.9674-9682

2016

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Characterization and modeling of mechanical behavior of single crystal titanium deformed by split-Hopkinson pressure bar

International journal of plasticity, 2016-07, Vol.82 (C), p.225-240

2016

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High Junction and Twin Boundary Densities in Driven Dynamical Systems

Advanced materials (Weinheim), 2012-10, Vol.24 (39), p.5385-5389

2012

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Dynamically strained ferroelastics: Statistical behavior in elastic and plastic regimes

Physical review. B, Condensed matter and materials physics, 2013-03, Vol.87 (9), Article 094109

2013

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Elastically controlled manipulation of the magnetic order parameter and the metal-insulator transition in a manganite thin film

Physical review. B, Condensed matter and materials physics, 2014-08, Vol.90 (6), Article 060407

2014

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Improved convergence in block copolymer self-consistent field theory by Anderson mixing

The Journal of chemical physics, 2004-01, Vol.120 (1), p.31-34

2004

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How to generate high twin densities in nano-ferroics: Thermal quench and low temperature shear

Applied physics letters, 2012-05, Vol.100 (22), p.222905-222905-3

2012

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Phase diagram of ferroelastic systems in the presence of disorder: Analytical model and experimental verification

Physical review. B, Condensed matter and materials physics, 2012-11, Vol.86 (18), Article 184103

2012

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Magnetic nonuniformity and thermal hysteresis of magnetism in a manganite thin film

Physical review letters, 2012-02, Vol.108 (7), p.077207-077207, Article 077207

2012

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Classification of ABO3 perovskite solids: a machine learning study

Acta crystallographica Section B, Structural science, crystal engineering and materials, 2015-10, Vol.71 (5), p.507-513

2015

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Role of complex energy landscapes and strains in multiscale inhomogeneities in perovskite manganites

Physical review. B, Condensed matter and materials physics, 2013-10, Vol.88 (14), Article 144415

2013

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Re-equilibration after quenches in athermal martensites: Conversion delays for vapor-to-liquid domain-wall phases

Physical review. B, Condensed matter and materials physics, 2015-06, Vol.91 (21), Article 214108

2015

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Nanoscale topological defects and improper ferroelectric domains in multiferroic barium hexaferrite nanocrystals

Physical review. B, 2019-08, Vol.100 (5), p.1, Article 054432

2019

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First-order versus second-order phase transformation in AuZn

Physical review. B, Condensed matter and materials physics, 2013-07, Vol.88 (2), Article 024110

2013

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Materials informatics: From the atomic-level to the continuum

Multi-fidelity machine learning models for accurate bandgap predictions of solids

Machine learning bandgaps of double perovskites

Three-dimensional imaging of vortex structure in a ferroelectric nanoparticle driven by an electric field

Structure classification and melting temperature prediction in octet AB solids via machine learning

Strain-induced metal-insulator phase coexistence in perovskite manganites

Stabilization and strengthening effects of functional groups in two-dimensional titanium carbide

Mechanical Loss in Multiferroic Materials at High Frequencies: Friction and the Evolution of Ferroelastic Microstructures

Classification of octet AB-type binary compounds using dynamical charges: A materials informatics perspective

Coupled nonlinear elasticity, plastic slip, twinning, and phase transformation in single crystal titanium for plate impact loading

A minimal description of morphological hierarchy in two-dimensional aggregates

Morphology dictated heterogeneous dynamics in two-dimensional aggregates

Characterization and modeling of mechanical behavior of single crystal titanium deformed by split-Hopkinson pressure bar

High Junction and Twin Boundary Densities in Driven Dynamical Systems

Dynamically strained ferroelastics: Statistical behavior in elastic and plastic regimes

Elastically controlled manipulation of the magnetic order parameter and the metal-insulator transition in a manganite thin film

Improved convergence in block copolymer self-consistent field theory by Anderson mixing

How to generate high twin densities in nano-ferroics: Thermal quench and low temperature shear

Phase diagram of ferroelastic systems in the presence of disorder: Analytical model and experimental verification

Magnetic nonuniformity and thermal hysteresis of magnetism in a manganite thin film

Classification of ABO3 perovskite solids: a machine learning study

Role of complex energy landscapes and strains in multiscale inhomogeneities in perovskite manganites

Re-equilibration after quenches in athermal martensites: Conversion delays for vapor-to-liquid domain-wall phases

Nanoscale topological defects and improper ferroelectric domains in multiferroic barium hexaferrite nanocrystals

First-order versus second-order phase transformation in AuZn

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