Litcius/Paper detail

Machine learning for soft and liquid molecular materials

Tetiana Orlova, Anastasiia Piven, Darina D. Darmoroz, Timur A. Aliev, Tamer Mahmoud Tamer Abdel Razik, A. A. Boitsev, Natalia Grafeeva, Ekaterina V. Skorb

2023Digital Discovery18 citationsDOIOpen Access PDF

Abstract

This review discusses three types of soft matter and liquid molecular materials, namely hydrogels, liquid crystals and gas bubbles in liquids, which are explored with an emergent machine learning approach.

Topics & Concepts

Materials scienceComputer scienceNanotechnologyEnhanced Oil Recovery Techniques