Predicting the Surface Tension of Deep Eutectic Solvents Using Artificial Neural Networks.

ABSTRACT: Studies on deep eutectic solvents (DESs), a new class of "green" solvents, are attracting increasing attention from researchers, as evidenced by the rapidly growing number of publications in the literature. One of the main advantages of DESs is that they are tailor-made solvents, and therefore, the number of potential DESs is extremely large. It is essential to have computational methods capable of predicting the physicochemical properties of DESs, which are needed in many industrial applications and research. Surface tension is one of the most important properties required in many applications. In this work, we report a relatively generalized artificial neural network (ANN) for predicting the surface tension of DESs. The database used can be considered comprehensive because it contains 15

SUBMITTER: Lemaoui T 

PROVIDER: S-EPMC9475633 | biostudies-literature | 2022 Sep

REPOSITORIES: biostudies-literature