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cond-mat.soft2025
Understanding Structural Representation in Foundation Models for Polymers
Nathaniel H. Park, Eduardo Soares, Victor Y. Shirasuna +3
From the relative scarcity of training data to the lack of standardized benchmarks, the creation of effective foundation models for polymers faces significant and multi-faceted cha…
cs.AI2025★ 1 cited
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search
Tiffany J. Callahan, Nathaniel H. Park, Sara Capponi
The vast and complex materials design space demands innovative strategies to integrate multidisciplinary scientific knowledge and optimize materials discovery. While large language…