Author

Seoin Back

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Preprint Jul 2026

Symbolic Predicate-Guided Language Agents for Inverse Design of Perovskite Oxides

This work introduces a domain specific language (DSL)-guided strategy to improve the reasoning and design capability of LLM agents by translating natural language design rules into symbolic predicates encoded in a predefined chemistry DSL, and developed a multi-agent materials design framework.

Dong Hyeon Mok, Seoin Back, Victor Fung et al. · 0 citations