agent/papers/items/2026-2607-01812-to-master-an-llm-agent-framework-for-automated-topology-optimization.md

Paper: TO-Master: an LLM-agent framework for automated topology optimization

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type: paper title: "TO-Master: an LLM-agent framework for automated topology optimization" authors: Haoju Lin, Wenchang Zhang, Weipeng Xu, Xiang Li, Tian Xu, Tianju Xue year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.01812 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-02 updated_at: 2026-07-02 status: queued relevance: high topics:

• agent-evaluation
• computer-use
• reasoning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CE related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 13 collection_queries: llm-agent

One-line Takeaway

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

Why Collected

• matched queries: llm-agent
• inferred topics: agent-evaluation, computer-use, reasoning, tool-use, workflow-agent
• arXiv categories: cs.CE
• collection score: 13

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/2607.01812