Conjugated Polymer Process Ontology and Experimental Data Repository for Organic Field-Effect Transistors.

ABSTRACT: Polymer-based semiconductors and organic electronics encapsulate a significant research thrust for informatics-driven materials development. However, device measurements are described by a complex array of design and parameter choices, many of which are sparsely reported. For example, the mobility of a polymer-based organic field-effect transistor (OFET) may vary by several orders of magnitude for a given polymer as a plethora of parameters related to solution processing, interface design/surface treatment, thin-film deposition, postprocessing, and measurement settings have a profound effect on the value of the final measurement. Incomplete contextual, experimental details hamper the availability of reusable data applicable for data-driven optimization, modeling (e.g., machine learning), a

SUBMITTER: Liu AL 

PROVIDER: S-EPMC10653076 | biostudies-literature | 2023 Nov

REPOSITORIES: biostudies-literature