Mathieu Bauchy

发表

Deciphering the atomic genome of glasses by topological constraint theory and molecular dynamics: A review

Mathieu Bauchy, M. Bauchy, 2019, Computational Materials Science.

Learning from Sparse Datasets: Predicting Concrete's Strength by Machine Learning pdf

Mathieu Bauchy, Yu Song, Yongzhe Wang, 2020, ArXiv.

Topological Constraint Theory and Rigidity of Glasses

Mathieu Bauchy, 2020 .

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

Mathieu Bauchy, Nitya Nand Gosvami, N. M. Anoop Krishnan, 2019, Journal of Non-Crystalline Solids.

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

Mathieu Bauchy, Brian Cook, N. M. Anoop Krishnan, 2019, Scientific Reports.

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

Mathieu Bauchy, Joseph V. Ryan, Han Liu, 2019, npj Materials Degradation.

Balance between accuracy and simplicity in empirical forcefields for glass modeling: Insights from machine learning

Han Liu, Mathieu Bauchy, Yipeng Li, 2019, Journal of Non-Crystalline Solids.

Machine learning for glass science and engineering: A review

Mathieu Bauchy, Kai Yang, Zipeng Fu, 2019, Journal of Non-Crystalline Solids.

EBOD: An ensemble-based outlier detection algorithm for noisy datasets

Mathieu Bauchy, Boya Ouyang, Gaurav Sant, 2021, Knowl. Based Syst..

An improved basis for characterizing the suitability of fly ash as a cement replacement agent

Jeffrey W. Bullard, Mathieu Bauchy, Paul E. Stutzman, 2017 .

Direct Carbonation of Ca(OH)2 Using Liquid and Supercritical CO2: Implications for Carbon-Neutral Cementation

Mathieu Bauchy, Gaurav Sant, Magdalena Balonis, 2015 .

Parameterization of empirical forcefields for glassy silica using machine learning

Mathieu Bauchy, Zipeng Fu, Nazreen Farina Ahmad Sabri, 2019, MRS Communications.

Deep learning aided rational design of oxide glasses

Jayadeva, Mathieu Bauchy, N. M. Anoop Krishnan, 2019, Materials Horizons.

Unique effects of thermal and pressure histories on glass hardness: Structural and topological origin.

Mathieu Bauchy, Michal Bockowski, M. Bauchy, 2015, The Journal of chemical physics.

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

Mathieu Bauchy, John C. Mauro, Mengyi Wang, 2018, Journal of Non-Crystalline Solids.

Machine Learning Forcefield for Silicate Glasses

Han Liu, Mathieu Bauchy, Zipeng Fu, 2019, 1902.03486.