Estimating the density of deep eutectic solvents applying supervised machine learning techniques

Javad Abdollahzadeh, Mohammad; Khosravi, Marzieh; Hajipour Khire Masjidi, Behnam; Samimi Behbahan, Amin; Bagherzadeh, Ali; Shahkar, Amir; Tat Shahdost, Farzad

doi:10.1038/s41598-022-08842-5

Public

Estimating the density of deep eutectic solvents applying supervised machine learning techniques

Published in Scientific Reports • Mar 23, 2022

Authors:

Mohammad Javad Abdollahzadeh

Marzieh Khosravi

Behnam Hajipour Khire Masjidi

Abstract

Abstract Deep eutectic solvents (DES) are recently synthesized to cover limitations of conventional solvents. These green solvents have wide ranges of potential usages in real-life applications. Precise measuring or accurate estimating thermophysical properties of DESs is a prerequisite for their su...

Subject

Acentric factor

Mean absolute percentage error

Eutectic system

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