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Daniel Roberto Cassar
Daniel Roberto Cassar
Professor @ Ilum School of Science / CNPEM
在 ilum.cnpem.br 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Predicting glass transition temperatures using neural networks
DR Cassar, AC de Carvalho, ED Zanotto
Acta Materialia 159, 249-256, 2018
1682018
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
792020
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
762016
Designing optical glasses by machine learning coupled with a genetic algorithm
DR Cassar, GG Santos, ED Zanotto
Ceramics international 47 (8), 10555-10564, 2021
582021
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
552016
ViscNet: Neural network for predicting the fragility index and the temperature-dependency of viscosity
DR Cassar
Acta materialia 206, 116602, 2021
532021
The microscopic origin of the extreme glass-forming ability of Albite and B2O3
ED Zanotto, DR Cassar
Scientific Reports 7, 43022, 2017
472017
The race within supercooled liquids—Relaxation versus crystallization
ED Zanotto, DR Cassar
The Journal of Chemical Physics 149 (2), 2018
382018
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
382018
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
362020
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
352022
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
332021
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
322021
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
322017
Energy landscape modeling of crystal nucleation
CJ Wilkinson, DR Cassar, AV DeCeanne, KA Kirchner, ME McKenzie, ...
Acta Materialia 217, 117163, 2021
262021
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
262020
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
262018
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
212022
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