Towards accelerating the discovery of efficient iridium(III) emitters using a novel database and machine learning based only on structural formulas

Sergei V. Tatarin, Lev Krasnov, Ekaterina V. Nykhrikova, Maxim M. Minin, Daniil E. Smirnov, Andrei V. Churakov, Stanislav I. Bezzubov

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: Luminescence, iridium complexes, database, machine learning, OLED

TL;DR: A new database of experimental optical properties of 1287 iridium(III) complexes was used for a simple and accurate prediction of efficient iridium emitters.

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 1st 2025, I specify the DOI in the field below, and I submit the camera-ready version of the paper.

DOI: https://doi.org/10.1039/D5TC00305A

Submission Number: 152