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Cooling rate effects in sodium silicate glasses: Bridging the gap between molecular dynamics simulations and experiments

The Journal of chemical physics, 2017-08, Vol.147 (7), p.074501-074501

2017

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Evidence of a two-dimensional glass transition in graphene: Insights from molecular simulations

Scientific reports, 2019-03, Vol.9 (1), p.4517-4517, Article 4517

2019

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Enthalpy Landscape Dictates the Irradiation-Induced Disordering of Quartz

Physical review. X, 2017-07, Vol.7 (3), p.031019, Article 031019

2017

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Elucidating the constitutive relationship of calcium-silicate-hydrate gel using high throughput reactive molecular simulations and machine learning

Scientific reports, 2020-12, Vol.10 (1), p.21336-15, Article 21336

2020

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Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning

Npj Materials degradation, 2019-08, Vol.3 (1), Article 32

2019

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MatSciBERT: A materials domain language model for text mining and information extraction

npj computational materials, 2022-05, Vol.8 (1), p.1-11, Article 102

2022

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Predicting the Young's Modulus of Silicate Glasses using High-Throughput Molecular Dynamics Simulations and Machine Learning

Scientific reports, 2019-06, Vol.9 (1), p.8739-11, Article 8739

2019

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Long-term creep deformations in colloidal calcium–silicate–hydrate gels by accelerated aging simulations

Journal of colloid and interface science, 2019-04, Vol.542, p.339-346

2019

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The hydrophilic-to-hydrophobic transition in glassy silica is driven by the atomic topology of its surface

The Journal of chemical physics, 2018-02, Vol.148 (7), p.074503-074503

2018

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Topological Control on the Structural Relaxation of Atomic Networks under Stress

Physical review letters, 2017-07, Vol.119 (3), p.035502-035502, Article 035502

2017

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Irradiation-induced topological transition in SiO2: Structural signature of networks' rigidity

Journal of non-crystalline solids, 2017-05, Vol.463 (C), p.25-30

2017

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On the equivalence of vapor-deposited and melt-quenched glasses

The Journal of chemical physics, 2020-04, Vol.152 (16), p.164504

2020

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Analytical model of the network topology and rigidity of calcium aluminosilicate glasses

Journal of the American Ceramic Society, 2021-08, Vol.104 (8), p.3947-3962

2021

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Effects of Irradiation on Albite’s Chemical Durability

The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory, 2017-10, Vol.121 (41), p.7835-7845

2017

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Atomic picture of structural relaxation in silicate glasses

Applied physics letters, 2019-06, Vol.114 (23)

2019

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Chirality dependent elastic properties of single-walled boron nitride nanotubes under uniaxial and torsional loading

Journal of applied physics, 2014-02, Vol.115 (6)

2014

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Rigidity theory of glass: Determining the onset temperature of topological constraints by molecular dynamics

Journal of non-crystalline solids, 2021-02, Vol.554, p.120614, Article 120614

2021

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Building a predictive soft armor finite element model combining experiments, simulations, and machine learning

Journal of composite materials, 2023-04, Vol.57 (9), p.1599-1615

2023

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A Peridynamics-Based Micromechanical Modeling Approach for Random Heterogeneous Structural Materials

Materials, 2020-03, Vol.13 (6), p.1298

2020

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Defect induced plasticity and failure mechanism of boron nitride nanotubes under tension

Journal of applied physics, 2014-07, Vol.116 (4)

2014

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Looking through glass: Knowledge discovery from materials science literature using natural language processing

Patterns (New York, N.Y.), 2021-07, Vol.2 (7), p.100290-100290, Article 100290

2021

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Learning the dynamics of particle-based systems with Lagrangian graph neural networks

Machine learning: science and technology, 2023-03, Vol.4 (1), p.15003

2023

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Accelerated design of chalcogenide glasses through interpretable machine learning for composition–property relationships

JPhys materials, 2023-04, Vol.6 (2), p.24003

2023

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A new transferable interatomic potential for molecular dynamics simulations of borosilicate glasses

Journal of non-crystalline solids, 2018-10, Vol.498, p.294-304

2018

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Predicting the dissolution kinetics of silicate glasses using machine learning

Journal of non-crystalline solids, 2018-05, Vol.487, p.37-45

2018

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Cooling rate effects in sodium silicate glasses: Bridging the gap between molecular dynamics simulations and experiments

Evidence of a two-dimensional glass transition in graphene: Insights from molecular simulations

Enthalpy Landscape Dictates the Irradiation-Induced Disordering of Quartz

Elucidating the constitutive relationship of calcium-silicate-hydrate gel using high throughput reactive molecular simulations and machine learning

Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning

MatSciBERT: A materials domain language model for text mining and information extraction

Predicting the Young's Modulus of Silicate Glasses using High-Throughput Molecular Dynamics Simulations and Machine Learning

Long-term creep deformations in colloidal calcium–silicate–hydrate gels by accelerated aging simulations

The hydrophilic-to-hydrophobic transition in glassy silica is driven by the atomic topology of its surface

Topological Control on the Structural Relaxation of Atomic Networks under Stress

Irradiation-induced topological transition in SiO2: Structural signature of networks' rigidity

On the equivalence of vapor-deposited and melt-quenched glasses

Analytical model of the network topology and rigidity of calcium aluminosilicate glasses

Effects of Irradiation on Albite’s Chemical Durability

Atomic picture of structural relaxation in silicate glasses

Chirality dependent elastic properties of single-walled boron nitride nanotubes under uniaxial and torsional loading

Rigidity theory of glass: Determining the onset temperature of topological constraints by molecular dynamics

Building a predictive soft armor finite element model combining experiments, simulations, and machine learning

A Peridynamics-Based Micromechanical Modeling Approach for Random Heterogeneous Structural Materials

Defect induced plasticity and failure mechanism of boron nitride nanotubes under tension

Looking through glass: Knowledge discovery from materials science literature using natural language processing

Learning the dynamics of particle-based systems with Lagrangian graph neural networks

Accelerated design of chalcogenide glasses through interpretable machine learning for composition–property relationships

A new transferable interatomic potential for molecular dynamics simulations of borosilicate glasses

Predicting the dissolution kinetics of silicate glasses using machine learning

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