Predicting glass transition temperatures using neural networks DR Cassar, AC de Carvalho, ED Zanotto Acta Materialia 159, 249-256, 2018 | 168 | 2018 |
Explainable machine learning algorithms for predicting glass transition temperatures E Alcobaça, SM Mastelini, T Botari, BA Pimentel, DR Cassar, ... Acta materialia 188, 92-100, 2020 | 79 | 2020 |
Crystal nucleation in glass-forming liquids: Variation of the size of the “structural units” with temperature VM Fokin, AS Abyzov, ED Zanotto, DR Cassar, AM Rodrigues, ... Journal of Non-Crystalline Solids 447, 35-44, 2016 | 76 | 2016 |
Designing optical glasses by machine learning coupled with a genetic algorithm DR Cassar, GG Santos, ED Zanotto Ceramics international 47 (8), 10555-10564, 2021 | 58 | 2021 |
Role of dynamic heterogeneities in crystal nucleation kinetics in an oxide supercooled liquid PK Gupta, DR Cassar, ED Zanotto The Journal of Chemical Physics 145 (21), 2016 | 55 | 2016 |
ViscNet: Neural network for predicting the fragility index and the temperature-dependency of viscosity DR Cassar Acta materialia 206, 116602, 2021 | 53 | 2021 |
The microscopic origin of the extreme glass-forming ability of Albite and B2O3 ED Zanotto, DR Cassar Scientific Reports 7, 43022, 2017 | 47 | 2017 |
The race within supercooled liquids—Relaxation versus crystallization ED Zanotto, DR Cassar The Journal of Chemical Physics 149 (2), 2018 | 38 | 2018 |
Crystal growth and viscous flow in barium disilicate glass AM Rodrigues, DR Cassar, VM Fokin, ED Zanotto Journal of Non-Crystalline Solids 479, 55-61, 2018 | 38 | 2018 |
Viscosity and liquidus‐based predictor of glass‐forming ability of oxide glasses J Jiusti, ED Zanotto, DR Cassar, MRB Andreeta Journal of the american ceramic society 103 (2), 921-932, 2020 | 36 | 2020 |
Beyond the average: spatial and temporal fluctuations in oxide glass-forming systems KA Kirchner, DR Cassar, ED Zanotto, M Ono, SH Kim, K Doss, ML Bødker, ... Chemical reviews 123 (4), 1774-1840, 2022 | 35 | 2022 |
Is the structural relaxation of glasses controlled by equilibrium shear viscosity? RF Lancelotti, DR Cassar, M Nalin, O Peitl, ED Zanotto Journal of the American Ceramic Society 104 (5), 2066-2076, 2021 | 33 | 2021 |
Predicting and interpreting oxide glass properties by machine learning using large datasets DR Cassar, SM Mastelini, T Botari, E Alcobaça, AC de Carvalho, ... Ceramics international 47 (17), 23958-23972, 2021 | 32 | 2021 |
Critical assessment of the alleged failure of the Classical Nucleation Theory at low temperatures DR Cassar, AH Serra, O Peitl, ED Zanotto Journal of Non-Crystalline Solids 547, 120297, 2020 | 32* | 2020 |
Elemental and cooperative diffusion in a liquid, supercooled liquid and glass resolved DR Cassar, RF Lancelotti, R Nuernberg, MLF Nascimento, AM Rodrigues, ... The Journal of Chemical Physics 147 (1), 2017 | 32 | 2017 |
Energy landscape modeling of crystal nucleation CJ Wilkinson, DR Cassar, AV DeCeanne, KA Kirchner, ME McKenzie, ... Acta Materialia 217, 117163, 2021 | 26 | 2021 |
Which glass stability parameters can assess the glass‐forming ability of oxide systems? J Jiusti, DR Cassar, ED Zanotto International Journal of Applied Glass Science 11 (4), 612-621, 2020 | 26 | 2020 |
The diffusion coefficient controlling crystal growth in a silicate glass‐former DR Cassar, AM Rodrigues, MLF Nascimento, ED Zanotto International Journal of Applied Glass Science 9 (3), 373-382, 2018 | 26 | 2018 |
Crystal nucleation, growth, relaxation and viscous flow in diopside and lithium diborate glasses DR Cassar PhD thesis, Universidade Federal de São Carlos, 2014 | 25* | 2014 |
Machine learning unveils composition-property relationships in chalcogenide glasses SM Mastelini, DR Cassar, E Alcobaça, T Botari, AC de Carvalho, ... Acta Materialia 240, 118302, 2022 | 21 | 2022 |