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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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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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Prediction of concrete strengths enabled by missing data imputation and interpretable machine learning

Cement & concrete composites, 2022-04, Vol.128, p.104414, Article 104414

2022

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Porous-Nafion/PBI composite membranes and Nafion/PBI blend membranes for vanadium redox flow batteries

Applied surface science, 2018-08, Vol.450, p.301-311

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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Dynamic genetic regulation of gene expression during cellular differentiation

Science (American Association for the Advancement of Science), 2019-06, Vol.364 (6447), p.1287-1290

2019

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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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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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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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Role of steric repulsions on the precipitation kinetics and the structure of calcium-silicate-hydrate gels

Soft matter, 2021-10, Vol.17 (39), p.892-8914

2021

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Diminished Diffusion in the Aged Hydrated Gels of Irradiated Borosilicate Glasses

Journal of physical chemistry. C, 2022-09, Vol.126 (35), p.15037-15045

2022

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Microstructure-guided numerical simulation to evaluate the influence of phase change materials (PCMs) on the freeze-thaw response of concrete pavements

Construction & building materials, 2019-03, Vol.201, p.246-256

2019

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Effect of irradiation on the atomic structure of borosilicate glasses

Journal of the American Ceramic Society, 2021-12, Vol.104 (12), p.6194-6206

2021

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Efficiency Enhancement of the CdS/CdTe Solar Nanostructured Cell Using Electron-Reflecting Layer

IEEE transactions on electron devices, 2021-03, Vol.68 (3), p.1129-1134

2021

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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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Thermally crosslinked sulfonated polybenzimidazole membranes and their performance in high temperature polymer electrolyte fuel cells

Journal of membrane science, 2019-10, Vol.588, p.117218, Article 117218

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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Revealing the predictive power of neural operators for strain evolution in digital composites

Journal of the mechanics and physics of solids, 2023-12, Vol.181, p.105444, Article 105444

2023

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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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Dynamics of confined water and its interplay with alkali cations in sodium aluminosilicate hydrate gel: insights from reactive force field molecular dynamics

Physical chemistry chemical physics : PCCP, 2020-11, Vol.22 (41), p.2377-23724

2020

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Understanding the compositional control on electrical, mechanical, optical, and physical properties of inorganic glasses with interpretable machine learning

Acta materialia, 2023-01, Vol.242, p.118439, Article 118439

2023

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Predicting Young's modulus of oxide glasses with sparse datasets using machine learning

Journal of non-crystalline solids, 2019-11, Vol.524, p.119643, Article 119643

2019

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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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Effects of polydispersity and disorder on the mechanical properties of hydrated silicate gels

Journal of the mechanics and physics of solids, 2019-01, Vol.122, p.555-565

2019

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

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

Prediction of concrete strengths enabled by missing data imputation and interpretable machine learning

Porous-Nafion/PBI composite membranes and Nafion/PBI blend membranes for vanadium redox flow batteries

Topological Control on the Structural Relaxation of Atomic Networks under Stress

Dynamic genetic regulation of gene expression during cellular differentiation

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

Enthalpy Landscape Dictates the Irradiation-Induced Disordering of Quartz

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

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

Role of steric repulsions on the precipitation kinetics and the structure of calcium-silicate-hydrate gels

Diminished Diffusion in the Aged Hydrated Gels of Irradiated Borosilicate Glasses

Microstructure-guided numerical simulation to evaluate the influence of phase change materials (PCMs) on the freeze-thaw response of concrete pavements

Effect of irradiation on the atomic structure of borosilicate glasses

Efficiency Enhancement of the CdS/CdTe Solar Nanostructured Cell Using Electron-Reflecting Layer

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

Thermally crosslinked sulfonated polybenzimidazole membranes and their performance in high temperature polymer electrolyte fuel cells

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

Revealing the predictive power of neural operators for strain evolution in digital composites

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

Dynamics of confined water and its interplay with alkali cations in sodium aluminosilicate hydrate gel: insights from reactive force field molecular dynamics

Understanding the compositional control on electrical, mechanical, optical, and physical properties of inorganic glasses with interpretable machine learning

Predicting Young's modulus of oxide glasses with sparse datasets using machine learning

Predicting the dissolution kinetics of silicate glasses using machine learning

Effects of polydispersity and disorder on the mechanical properties of hydrated silicate gels

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