Evaluation of GlassNet for physics-informed machine learning of glass stability and glass-forming ability

Authors: Allec, Sarah I., Lu, Xiaonan, Cassar, Daniel R., Nguyen, Xuan T., Hegde, Vinay I., Mahadevan, Thiruvillamalai, Peterson, Miroslava, Du, Jincheng, Riley, Brian J., Vienna, John D., Saal, James E.

Subject Terms: Condensed Matter - Materials Science, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.10682

GlassNet: a multitask deep neural network for predicting many glass properties

Authors: Cassar, Daniel R.

Source: Ceramics International 49 (2023) 36013-36024

Subject Terms: Condensed Matter - Soft Condensed Matter, Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2303.15538

Glass Hardness: Predicting Composition and Load Effects via Symbolic Reasoning-Informed Machine Learning

Authors: Mannan, Sajid, Zaki, Mohd, Bishnoi, Suresh, Cassar, Daniel R., Jiusti, Jeanini, Faria, Julio Cesar Ferreira, Christensen, Johan F. S., Gosvami, Nitya Nand, Smedskjaer, Morten M., Zanotto, Edgar Dutra, Krishnan, N. M. Anoop

Subject Terms: Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2301.08073

Diffusion proxies reveal the dynamic process in supercooled and glassy lithium diborate

Authors: Ramírez Acosta, María Helena, Cassar, Daniel Roberto, Rodrigues, Lorena Raphael, Baldin, João Marcos Conradi, Zanotto, Edgar Dutra

Source: In Ceramics International 1 October 2024 50(19) Part A:35549-35556

Sex-dependent behavioral effects of chronic nicotine during adolescence evaluated in young adult rats tested in Hole-Board

Authors: Casarrubea, Maurizio, Aiello, Stefania, Crescimanno, Giuseppe, Cassar, Daniel, Busuttil, Zachary, Faulisi, Fabiana, Iacono, Antonio, Di Giovanni, Giuseppe

Source: In Progress in Neuropsychopharmacology & Biological Psychiatry 13 July 2024 133

Machine learning unveils composition-property relationships in chalcogenide glasses

Authors: Mastelini, Saulo M., Cassar, Daniel R., Alcobaça, Edesio, Botari, Tiago, de Carvalho, André C. P. L. F., Zanotto, Edgar D.

Subject Terms: Condensed Matter - Materials Science, Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/2106.07749

Thermal, chemical, and mechanical properties of niobium phosphate glasses and glass-ceramics

Authors: Silva, Roni Alisson, Batista, Gislene, Cassani, Rodrigo, Teófilo, Ana Flávia, Martins, Gabriela Kobelnik, Cassar, Daniel Roberto, Serbena, Francisco Carlos, Cassanjes, Fábia, Poirier, Gael

Source: In Ceramics International 1 June 2024 50(11) Part A:18618-18627

Using a simple radial basis function neural network to predict the glass transition temperature of alkali borate glasses

Authors: Vitoria, Leonardo dos Santos, Cassar, Daniel Roberto, Lalic, Susana de Souza, Nascimento, Marcio Luis Ferreira

Source: In Journal of Non-Crystalline Solids 1 April 2024 629

Is the Structural Relaxation of Glasses Controlled by Equilibrium Shear Viscosity?

Authors: Lancelotti, Ricardo F., Cassar, Daniel R., Nalin, Marcelo, Peitl, Oscar, Zanotto, Edgar D.

Source: J. Am. Ceram. Soc. 104 (2021) 2066-2076

Subject Terms: Condensed Matter - Soft Condensed Matter, Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2010.10554

Predicting and interpreting oxide glass properties by machine learning using large datasets

Authors: Cassar, Daniel R., Mastelini, Saulo Martiello, Botari, Tiago, Alcobaça, Edesio, de Carvalho, André C. P. L. F., Zanotto, Edgar D.

Source: Ceramics International (2021)

Subject Terms: Condensed Matter - Materials Science, Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/2009.03194

Designing optical glasses by machine learning coupled with a genetic algorithm

Authors: Cassar, Daniel R., Santos, Gisele G. dos, Zanotto, Edgar D.

Source: Ceramics International 47 (2021) 10555-10564

Subject Terms: Condensed Matter - Materials Science, Condensed Matter - Soft Condensed Matter, Physics - Computational Physics

Access URL: http://arxiv.org/abs/2008.09187

ViscNet: Neural network for predicting the fragility index and the temperature-dependency of viscosity

Authors: Cassar, Daniel R.

Source: Acta Materialia 206 (2021) 116602

Subject Terms: Physics - Computational Physics, Condensed Matter - Disordered Systems and Neural Networks, Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/2007.03719

Beyond the Average: Spatial and Temporal Fluctuations in Oxide Glass-Forming Systems

Authors: Kirchner, Katelyn A., Cassar, Daniel R., Zanotto, Edgar D., Ono, Madoka, Kim, Seong H., Doss, Karan, Bødker, Mikkel L., Smedskjaer, Morten M., Kohara, Shinji, Tang, Longwen

Source: Chemical reviews. 123(4):1774-1840

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN631699922&indx=1&recIds=ETOCRN631699922

Which glass stability parameters can assess the glass-forming ability of oxide systems?

Authors: Jiusti, Jeanini, Cassar, Daniel R., Zanotto, Edgar D.

Source: Int. J. Appl. Glass Sci. 11 (2020) 612-621

Subject Terms: Condensed Matter - Soft Condensed Matter

Access URL: http://arxiv.org/abs/2001.01113

Cracking the Kauzmann paradox

Authors: Welch, Rebecca S., Zanotto, Edgar D., Wilkinson, Collin J., Cassar, Daniel R., Montazerian, Maziar, Mauro, John C.

Source: In Acta Materialia 1 August 2023 254

Critical assessment of the alleged failure of the Classical Nucleation Theory at low temperatures

Authors: Cassar, Daniel Roberto, Serra, André Hofmeister, Peitl, Oscar, Zanotto, Edgar Dutra

Source: J. Non-Cryst. Solids 547 (2020) 120297

Subject Terms: Condensed Matter - Soft Condensed Matter, Physics - Chemical Physics

Access URL: http://arxiv.org/abs/1902.03193

Solving the Classical Nucleation Theory with respect to the surface energy

Authors: Cassar, Daniel R.

Source: J. Non-Cryst. Solids 511 (2019) 183-185

Subject Terms: Condensed Matter - Soft Condensed Matter, Physics - Chemical Physics, Physics - Computational Physics

Access URL: http://arxiv.org/abs/1812.06328

Decelerated crystal growth in a soda-lime-silica glass

Authors: Fielitz, Peter, Cassar, Daniel R., Yuritsyn, Nikolay S., Abyzov, Alexander S., Fokin, Vladimir M., Borchardt, Günter, Deubener, Joachim

Source: In Journal of Non-Crystalline Solids 15 November 2022 596

Machine learning unveils composition-property relationships in chalcogenide glasses

Authors: Mastelini, Saulo Martiello, Cassar, Daniel R., Alcobaça, Edesio, Botari, Tiago, de Carvalho, André C.P.L.F., Zanotto, Edgar D.

Source: In Acta Materialia November 2022 240

Crystallization and relaxation dynamics of glass-forming liquids at the Kauzmann temperature

Authors: Passos, Rodrigo Cardoso dos, Cassar, Daniel Roberto, Zanotto, Edgar Dutra

Source: Ceramics international. 48(10):13440-13451

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100172724811.0x000001&indx=1&recIds=ETOCvdc_100172724811.0x000001