1. Glass transition temperature prediction of disordered molecular solids
- Author
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Leanne Paterson, Kun-Han Lin, Denis Andrienko, and Falk May
- Subjects
Horizon (archaeology) ,business.industry ,Accounting ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Computer Science Applications ,QA76.75-76.765 ,Mechanics of Materials ,Modeling and Simulation ,Political science ,TA401-492 ,media_common.cataloged_instance ,General Materials Science ,Computer software ,European union ,0210 nano-technology ,business ,Materials of engineering and construction. Mechanics of materials ,Research center ,media_common - Abstract
Glass transition temperature, Tg, is the key quantity for assessing morphological stability and molecular ordering of films of organic semiconductors. A reliable prediction of Tg from the chemical structure is, however, challenging, as it is sensitive to both molecular interactions and analysis of the heating or cooling process. By combining a fitting protocol with an automated workflow for forcefield parameterization, we predict Tg with a mean absolute error of ~20 °C for a set of organic compounds with Tg in the 50–230 °C range. Our study establishes a reliable and automated prescreening procedure for the design of amorphous organic semiconductors, essential for the optimization and development of organic light-emitting diodes.
- Published
- 2021