TRANSFORMER-BASED ARTIFICIAL NEURAL NETWORKS FOR THE CONVERSION BETWEEN CHEMICAL NOTATIONS

Abstract We developed a Transformer-based artificial neural approach to translate between SMILES and IUPAC chemical notations: Struct2IUPAC and IUPAC2Struct.The overall performance level of our model is comparable to the rule-based solutions.We proved that 8 Piece Full Bookcase Bed Bedroom Package the accuracy and speed of computations as well as t

Discretionary firm donation is usually related to the stakeholder theory and corporate social performance.Although theoretical explanations for this social behavior are pervasive in related literature, empirical modeling remains underdeveloped.We developed Cable Ties an explanatory structural model of discretionary firm donation using firm and indu