A database of thermally activated delayed fluorescent molecules auto-generated from scientific literature with ChemDataExtractor.

ABSTRACT: A database of thermally activated delayed fluorescent (TADF) molecules was automatically generated from the scientific literature. It consists of 25,482 data records with an overall precision of 82%. Among these, 5,349 records have chemical names in the form of SMILES strings which are represented with 91% accuracy; these are grouped in a subsidiary database. Each data record contains one of the following four properties: maximum emission wavelength (λ_EM), photoluminescence quantum yield (PLQY), singlet-triplet energy splitting (ΔE_ST), and delayed lifetime (τ_D). The databases were created through text mining using ChemDataExtractor, a chemistry-aware natural-language-processing toolkit, which has been adapted for TADF research. The text-mined corpus consist

SUBMITTER: Huang D 

PROVIDER: S-EPMC10794197 | biostudies-literature | 2024 Jan

REPOSITORIES: biostudies-literature