ChemBERTa embeddings and ensemble learning for prediction of density and melting point of deep eutectic solvents with hybrid features
Ting Wu, Peilin Zhan, Wei Chen, Miaoqing Lin, Quanyuan Qiu, Yinan Hu, Jiuhang Song, Xiaoqing Lin, Xiaoqing Lin
Topics & Concepts
Eutectic systemEnsemble learningMelting pointPoint (geometry)Artificial intelligenceMaterials scienceDeep learningComputer scienceMathematicsMetallurgyComposite materialGeometryAlloyIonic liquids properties and applicationsCrystallization and Solubility StudiesAnalytical Chemistry and Chromatography