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Toward data-enabled process optimization of deformable electronic polymer-based devices
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DOI：10.1016/j.coche.2019.11.009.png)
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摘要
En 中文
The development of new material systems is often an exercise in multi-objective optimization with an insurmountable number of design variables. Experiments generally rely on Edisonian approaches that only focus on a small segment of the total design space. The rise of materials informatics approaches provides a new paradigm to advance materials development but requires accurate descriptions of complex experimental data that are often unstandardized and incomplete. The field of deformable polymer-based electronic devices is an example system requiring desirable electrical and mechanical properties. In this article, advancements in the fabrication of deformable devices are presented with emphasis on process-structure-property relationships of the active, conjugated semiconducting polymer layer. Progress on materials informatics applied to experimental systems is then presented. Holistic, systematic approaches that encompass all data in a uniform and standard format provide an opportunity to rapidly advance materials development.
Keyword:
FIELD-EFFECT MOBILITY
LOW-BAND-GAP
CONJUGATED POLYMERS
SOLAR-CELLS
ORGANIC PHOTOVOLTAICS
MECHANICAL-PROPERTIES
EFFECT TRANSISTORS
CHARGE-TRANSPORT
PERFORMANCE
MORPHOLOGY
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6.8
论文数:
1.2K
被引数:
5.0K
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