Polymer design for solvent separations by integrating simulations, experiments and known physics via machine learning

Abstract This study guides the discovery of sustainable high-performance polymer membranes for organic binary solvent separations. We focus on solvent diffusivity in polymers, a key factor in quantifying solvent transport. Traditional experimental and computational methods for determining diffusivit...

Full description

Saved in:
Bibliographic Details
Main Authors: Janhavi Nistane, Rohan Datta, Young Joo Lee, Harikrishna Sahu, Seung Soon Jang, Ryan Lively, Rampi Ramprasad
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01681-8
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items