Accelerating the discovery of type Ⅱ photosensitizer: Experimentally validated machine learning models for predicting the singlet oxygen quantum yield of photosensitive molecule
Liqiang He, Jiapeng Dong, Yuhang Yang, Zihui Huang, Shipian Ye, Xintong Ke, Yuting Zhou, Andi Li, Zhiwen Zhang, Siwei Wu, Yang Wang, Shuting Cai, Xujie Liu, Yan He, Yan He
Topics & Concepts
Singlet oxygenChemistryPhotosensitizerQuantum yieldYield (engineering)MoleculeSinglet statePhotochemistryOxygenQuantumExcited stateOrganic chemistryOpticsAtomic physicsQuantum mechanicsThermodynamicsFluorescencePhysicsPhotodynamic Therapy Research StudiesNanoplatforms for cancer theranosticsAnalytical Chemistry and Sensors