| Machine learning for glass science and engineering: A review H Liu, Z Fu, K Yang, X Xu, M Bauchy Journal of Non-Crystalline Solids: X 4, 100036, 2019 | 137 | 2019 |
| Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning H Liu, T Zhang, NM Anoop Krishnan, MM Smedskjaer, JV Ryan, S Gin, ... Npj Materials Degradation 3 (1), 1-12, 2019 | 72 | 2019 |
| Super-resolution fluorescence imaging of spatial organization of proteins and lipids in natural rubber J Wu, W Qu, G Huang, S Wang, C Huang, H Liu Biomacromolecules 18 (6), 1705-1712, 2017 | 54 | 2017 |
| Research on architecture and composition of natural network in natural rubber C Huang, G Huang, S Li, M Luo, H Liu, X Fu, W Qu, Z Xie, J Wu Polymer 154, 90-100, 2018 | 46 | 2018 |
| Effects of polydispersity and disorder on the mechanical properties of hydrated silicate gels H Liu, S Dong, L Tang, NMA Krishnan, G Sant, M Bauchy Journal of the Mechanics and Physics of Solids 122, 555-565, 2019 | 42 | 2019 |
| Topological optimization of cementitious binders: advances and challenges H Liu, T Du, NMA Krishnan, H Li, M Bauchy Cement and Concrete Composites 101, 5-14, 2019 | 37 | 2019 |
| A rheological study on non-rubber component networks in natural rubber L Xu, C Huang, M Luo, W Qu, H Liu, Z Gu, L Jing, G Huang, J Zheng Rsc Advances 5 (111), 91742-91750, 2015 | 37 | 2015 |
| Predicting the early-stage creep dynamics of gels from their static structure by machine learning H Liu, S Xiao, L Tang, E Bao, E Li, C Yang, Z Zhao, G Sant, ... Acta Materialia 210, 116817, 2021 | 29 | 2021 |
| The energy landscape governs ductility in disordered materials L Tang, H Liu, G Ma, T Du, N Mousseau, W Zhou, M Bauchy Materials Horizons 8 (4), 1242-1252, 2021 | 23 | 2021 |
| Long-term creep deformations in colloidal calcium–silicate–hydrate gels by accelerated aging simulations H Liu, S Dong, L Tang, NMA Krishnan, E Masoero, G Sant, M Bauchy Journal of colloid and interface science 542, 339-346, 2019 | 23 | 2019 |
| Rapid inverse design of metamaterials based on prescribed mechanical behavior through machine learning CS Ha, D Yao, Z Xu, C Liu, H Liu, D Elkins, M Kile, V Deshpande, Z Kong, ... Nature Communications 14 (1), 5765, 2023 | 21 | 2023 |
| Predicting fracture propensity in amorphous alumina from its static structure using machine learning T Du, H Liu, L Tang, SS Sørensen, M Bauchy, MM Smedskjaer ACS nano 15 (11), 17705-17716, 2021 | 21 | 2021 |
| Balance between accuracy and simplicity in empirical forcefields for glass modeling: insights from machine learning H Liu, Z Fu, Y Li, NFA Sabri, M Bauchy Journal of Non-Crystalline Solids 515, 133-142, 2019 | 21 | 2019 |
| Aging life prediction system of polymer outdoors constructed by ANN. 1. Lifetime prediction for polycarbonate H Liu, M Zhou, Y Zhou, S Wang, G Li, L Jiang, Y Dan Polymer degradation and stability 105, 218-236, 2014 | 21 | 2014 |
| Inhomogeneous natural network promoting strain-induced crystallization: a mesoscale model of natural rubber H Liu, GS Huang, LY Wei, J Zeng, X Fu, C Huang, JR Wu Chinese Journal of Polymer Science 37 (11), 1142-1151, 2019 | 20 | 2019 |
| Parameterization of empirical forcefields for glassy silica using machine learning H Liu, Z Fu, Y Li, NFA Sabri, M Bauchy MRS Communications 9 (2), 593-599, 2019 | 20 | 2019 |
| Exploring the landscape of Buckingham potentials for silica by machine learning: Soft vs hard interatomic forcefields H Liu, Y Li, Z Fu, K Li, M Bauchy The Journal of Chemical Physics 152 (5), 051101, 2020 | 15 | 2020 |
| Precipitation of calcium–alumino–silicate–hydrate gels: The role of the internal stress C Zhao, W Zhou, Q Zhou, Y Zhang, H Liu, G Sant, X Liu, L Guo, M Bauchy The Journal of Chemical Physics 153 (1), 014501, 2020 | 13 | 2020 |
| Deconstructing water sorption isotherms in cement pastes by lattice density functional theory simulations Y Zhang, H Liu, C Zhao, JW Ju, M Bauchy Journal of the American Ceramic Society 104 (8), 4226-4238, 2021 | 12 | 2021 |
| Machine learning forcefield for silicate glasses H Liu, Z Fu, Y Li, NFA Sabri, M Bauchy arXiv preprint arXiv:1902.03486, 2019 | 12 | 2019 |
Mathieu BauchyAssociate Professor, UCLAVerified email at ucla.edu
