Unified multimodal multidomain polymer representation for property prediction

Abstract Polymer property prediction is a critical task in polymer science. Conventional approaches typically rely on a single data modality or a limited set of modalities, which constrains both predictive accuracy and practical applicability. In this paper, we present Uni-Poly, a novel framework th...

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Bibliographic Details
Main Authors: Qi Huang, Yedi Li, Lei Zhu, Qibin Zhao, Wenjie Yu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01652-z
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