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

---
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:
  -
related_experiments:
  -
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
