output
20142024
most citedGraph Neural Networks for Surfactant Multi-Property Prediction

26 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024 · physics.chem-phShow all

2 papers · 2 filters

physics.chem-ph2024★ 20 cited

Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks

Christoforos Brozos, Jan G. Rittig, Sandip Bhattacharya +3

The critical micelle concentration (CMC) of surfactant molecules is an essential property for surfactant applications in industry. Recently, classical QSPR and Graph Neural Network…

physics.chem-ph2024★ 26 cited

Graph Neural Networks for Surfactant Multi-Property Prediction

Christoforos Brozos, Jan G. Rittig, Sandip Bhattacharya +3

Surfactants are of high importance in different industrial sectors such as cosmetics, detergents, oil recovery and drug delivery systems. Therefore, many quantitative structure-pro…