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Machine learning glass transition temperature of polymers [PDF]

open access: goldHeliyon, 2020
As an important thermophysical property, polymers' glass transition temperature, Tg, could sometimes be difficult to determine experimentally. Modeling methods, particularly data-driven approaches, are promising alternatives to predictions of Tg in a ...
Yun Zhang, Xiaojie Xu
doaj   +6 more sources

Viscosity and Glass Transition in Amorphous Oxides [PDF]

open access: yesAdvances in Condensed Matter Physics, 2008
An overview is given of amorphous oxide materials viscosity and glass-liquid transition phenomena. The viscosity is a continuous function of temperature, whereas the glass-liquid transition is accompanied by explicit discontinuities in the derivative ...
Michael I. Ojovan
doaj   +4 more sources

The Glass Transition Temperature of Water: A Simulation Study [PDF]

open access: yesPhysical Review Letters, 2004
We report a computer simulation study of the glass transition for water. To mimic the difference between standard and hyperquenched glass, we generate glassy configurations with different cooling rates and calculate the $T$ dependence of the specific ...
A. Hallbrucker   +23 more
core   +4 more sources

Effects of steaming treatment on crystallinity and glass transition temperature of Eucalyptuses grandis × E. urophylla

open access: yesResults in Physics, 2017
To investigate the effects of steaming treatment on crystallinity and glass transition temperature, samples of Eucalyptuses grandis × E. urophylla with moisture content of 50%, 70%, and 90% were steamed in saturated steam at 100 °C for 2, 4, 6, and 8 h ...
Lulu Kong   +3 more
doaj   +3 more sources

Glass transition temperature of asphalt binder based on atomistic scale simulation

open access: goldFrontiers in Materials
Glass transition is one of the most crucial physical properties for polymerical materials. As a typical complex polymerical material, the glass transition phenomenon in asphalt binder is directly related to their temperature-related properties.
Yongwei Fang   +4 more
doaj   +2 more sources

Study of poly(bisphenol A carbonate) relaxation kinetics at the glass transition temperature [PDF]

open access: green, 2007
In this work, the variations of the relaxation times are investigated above and below the glass transition temperature of a model amorphous polymer, the polycarbonate.
Bernès, Alain   +5 more
core   +4 more sources

The glass transition temperature investigation of polymers by molecular dynamic simulations

open access: yesҚарағанды университетінің хабаршысы. Физика сериясы, 2023
In this paper, the process of glass transition is studied, the theory of which is not fully developed. Computer modeling can be used to understand the theory of this phenomenon. The glass transition temperature is influenced by a large number of polymer
П. Саидахметов   +4 more
doaj   +1 more source

Influence of Carbon Dioxide on the Glass Transition of Styrenic and Vinyl Pyridine Polymers: Comparison of Calorimetric, Creep, and Rheological Experiments

open access: yesAdvances in Polymer Technology, 2022
The glass transition of amorphous polymers determines the mobility of polymer chains and the time scale of relaxation processes. The glass transition temperature is reduced by the presence of low molecular weight molecules, e.g., dissolved gases or ...
Felix Harden   +2 more
doaj   +1 more source

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