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This content will become publicly available on February 12, 2026

Title: Predicting homopolymer and copolymer solubility through machine learning
In this work, we report the development of multiple new machine learning (ML) models to accurately predict homopolymer/copolymer solubility over a diverse set of polymers & solvents, using explainable AI to provide polymer design recommendations.  more » « less
Award ID(s):
2304658
PAR ID:
10618609
Author(s) / Creator(s):
; ; ; ; ;
Publisher / Repository:
Royal Society of Chemistry
Date Published:
Journal Name:
Digital Discovery
Volume:
4
Issue:
2
ISSN:
2635-098X
Page Range / eLocation ID:
424 to 437
Subject(s) / Keyword(s):
polymer machine learning solubility copolymer
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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