Design of Thermally Activated Delayed Fluorescence Materials with High Intersystem Crossing Efficiencies by Machine Learning-Assisted Virtual Screening
Ping Li, Zijie Wang, Wenjing Li, Jie Yuan, Runfeng Chen
Abstract
, respectively, were revealed. We provide an efficient approach to predicting ISC and RISC rates of TADF molecules on a large scale, elucidating important building blocks and architectures to design high-performance optoelectronic materials for experimental explorations.
Topics & Concepts
Intersystem crossingFluorescenceComputer scienceReduced instruction set computingMaterials scienceBiological systemPhysicsComputer hardwareExcited stateInstruction setOpticsAtomic physicsBiologySinglet stateOrganic Light-Emitting Diodes ResearchLuminescence and Fluorescent MaterialsPerovskite Materials and Applications