agent/papers/items/2026-2607-15535-symbolic-predicate-guided-language-agents-for-inverse-design-of-perovskite-oxide.md

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

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type: paper title: Symbolic Predicate-Guided Language Agents for Inverse Design of Perovskite Oxides authors: Dong Hyeon Mok, Seoin Back, Victor Fung, Guoxiang Hu year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.15535 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-16 updated_at: 2026-07-16 status: queued relevance: high topics:

• agent-evaluation
• computer-use
• multi-agent
• rag
• reasoning methods:

benchmarks:

models:

datasets:

• cond-mat.mtrl-sci related_concepts:

related_jobs:

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related_projects:

collection_score: 19 collection_queries: language-agent, llm-agent, multi-agent-llm

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: language-agent, llm-agent, multi-agent-llm
• inferred topics: agent-evaluation, computer-use, multi-agent, rag, reasoning
• arXiv categories: cond-mat.mtrl-sci
• collection score: 19

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2607.15535