Mathieu Bauchy

University of California

United States

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Articles (11)

A graph-based machine learning model is built to predict atom dynamics from their static structure, which, in turn, unveils the predictive power of static structure in dynamical evolution of disordered phases.

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2023

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2021

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2021

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2021

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2021

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2021

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2021

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2021

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2021

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2021

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2021

Collaborators (3)

Rasmus Christensen

Aalborg University

DENMARK

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Christian Hoover

Associate Professor

Arizona State University

UNITED STATES

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Longwen Tang

UCLA

UNITED STATES

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Mathieu Bauchy

Research Interests

Explore related searches

Contact this professor

Articles (11)

Learning molecular dynamics: predicting the dynamics of glasses by a machine learning simulator

Interatomic potential parameterization using particle swarm optimization: Case study of glassy silica

Bond Switching in Densified Oxide Glass Enables Record-High Fracture Toughness

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

Modeling the nanoindentation response of silicate glasses by peridynamic simulations

Predicting the dissolution rate of borosilicate glasses using QSPR analysis based on molecular dynamics simulations

Deconstructing water sorption isotherms in cement pastes by lattice density functional theory simulations

Artificial intelligence and machine learning in glass science and technology: 21 challenges for the 21st century

New insights into the mechanisms of carbon dioxide mineralization by portlandite

Machine learning for glass science and engineering: A review

Predicting zeolites’ stability during the corrosion of nuclear waste immobilization glasses: Comparison with glass corrosion experiments

Collaborators (3)

Rasmus Christensen

Christian Hoover

Longwen Tang

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