Cooling rate effects in sodium silicate glasses: Bridging the gap between molecular dynamics simulations and experiments X Li, W Song, K Yang, NMA Krishnan, B Wang, MM Smedskjaer, ... The Journal of Chemical Physics 147 (7), 074501, 2017 | 141 | 2017 |
Predicting the Young’s Modulus of silicate Glasses using High-throughput Molecular Dynamics simulations and Machine Learning K Yang, X Xu, B Yang, B Cook, H Ramos, NMA Krishnan, MM Smedskjaer, ... Scientific reports 9 (1), 1-11, 2019 | 138 | 2019 |
A new transferable interatomic potential for molecular dynamics simulations of borosilicate glasses M Wang, NMA Krishnan, B Wang, MM Smedskjaer, JC Mauro, M Bauchy Journal of Non-Crystalline Solids 498, 294-304, 2018 | 136 | 2018 |
Predicting the dissolution kinetics of silicate glasses using machine learning NMA Krishnan, S Mangalathu, MM Smedskjaer, A Tandia, H Burton, ... Journal of Non-Crystalline Solids 487, 37-45, 2018 | 123 | 2018 |
MatSciBERT: A materials domain language model for text mining and information extraction T Gupta, M Zaki, NMA Krishnan, Mausam npj Computational Materials 8 (1), 1-11, 2022 | 118* | 2022 |
Predicting Young's modulus of oxide glasses with sparse datasets using machine learning S Bishnoi, S Singh, R Ravinder, M Bauchy, NN Gosvami, H Kodamana, ... Journal of non-crystalline solids 524, 119643, 2019 | 83 | 2019 |
Prediction of concrete strengths enabled by missing data imputation and interpretable machine learning GA Lyngdoh, M Zaki, NMA Krishnan, S Das Cement and Concrete Composites 128, 104414, 2022 | 81 | 2022 |
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), 32, 2019 | 73* | 2019 |
Deep learning aided rational design of oxide glasses R Ravinder, KH Sridhara, S Bishnoi, HS Grover, M Bauchy, H Kodamana, ... Materials horizons 7 (7), 1819-1827, 2020 | 62* | 2020 |
Topological control on the structural relaxation of atomic networks under stress M Bauchy, M Wang, Y Yu, B Wang, NMA Krishnan, E Masoero, FJ Ulm, ... Physical review letters 119 (3), 035502, 2017 | 62 | 2017 |
Enthalpy landscape dictates the irradiation-induced disordering of quartz NMA Krishnan, B Wang, Y Yu, Y Le Pape, G Sant, M Bauchy Physical Review X 7 (3), 031019, 2017 | 60 | 2017 |
Irradiation-induced topological transition in SiO2: structural signature of networks' rigidity B Wang, NMA Krishnan, Y Yu, M Wang, Y Le Pape, G Sant, M Bauchy Journal of Non-Crystalline Solids 463, 25-30, 2017 | 54 | 2017 |
Microstructure-guided numerical simulation to evaluate the influence of phase change materials (PCMs) on the freeze-thaw response of concrete pavements S Nayak, NMA Krishnan, S Das Construction and Building Materials 201, 246-256, 2019 | 52 | 2019 |
Irradiation-vs. vitrification-induced disordering: The case of 𝜶-quartz and glassy silica NM Krishnan, B Wang, Y Le Pape, G Sant, M Bauchy The Journal of Chemical Physics 146 (20), 2017 | 51 | 2017 |
Looking through glass: Knowledge discovery from materials science literature using natural language processing V Venugopal, S Sahoo, M Zaki, M Agarwal, NN Gosvami, ... Patterns 2 (7), 100290, 2021 | 46 | 2021 |
Hardness of silicate glasses: Atomic-scale origin of the mixed modifier effect Y Yu, M Wang, NMA Krishnan, MM Smedskjaer, KD Vargheese, ... Journal of Non-Crystalline Solids 489, 16-21, 2018 | 46 | 2018 |
The hydrophilic-to-hydrophobic transition in glassy silica is driven by the atomic topology of its surface Y Yu, NM Krishnan, MM Smedskjaer, G Sant, M Bauchy The Journal of chemical physics 148 (7), 2018 | 45 | 2018 |
Effects of irradiation on albite’s chemical durability YH Hsiao, EC La Plante, NMA Krishnan, Y Le Pape, N Neithalath, ... The Journal of Physical Chemistry A 121 (41), 7835-7845, 2017 | 45 | 2017 |
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 | 44 | 2019 |
Confined water in layered silicates: the origin of anomalous thermal expansion behavior in calcium-silicate-hydrates NMA Krishnan, B Wang, G Falzone, Y Le Pape, N Neithalath, L Pilon, ... ACS Applied Materials & Interfaces 8 (51), 35621-35627, 2016 | 44 | 2016 |