Using Flory–Huggins-informed human-in-the-loop Bayesian optimization to map the phase diagram of polymer blends
Abstract
Integrating Flory–Huggins theory into a Bayesian optimization workflow enhances the objectivity of mapping phase behavior in polymer blends.
Fields of Study & Subjects
Machine Learning in Materials Science
Block Copolymer Self-Assembly
Polymer crystallization and properties
Publication details
- Journal / source
- Digital Discovery
- Publisher
- Royal Society of Chemistry (RSC)
- Volume
- 5
- Issue
- 4
- Pages
- 1675–1688
- Publication date
- 1 January 2026
- Language
- EN