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PNAS Nexus  ·  6 October 2026  ·  From issue 48

Scientific machine learning for modeling complex fluids with thixotropy and plasticity

A hybrid physics and learning model predicts how complex gels and pastes flow and stiffen.

Joshua David John Rathinara, Kyle R Lennon et al.

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