agent/papers/items/2026-2605-15625-colpackagent-agent-skill-guided-hard-particle-monte-carlo-workflows-for-colloida.md

Paper: ColPackAgent: Agent-Skill-Guided Hard-Particle Monte Carlo Workflows for Colloidal Packing

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type: paper title: "ColPackAgent: Agent-Skill-Guided Hard-Particle Monte Carlo Workflows for Colloidal Packing" authors: Lijie Ding, Changwoo Do year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.15625 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-15 updated_at: 2026-05-15 status: queued relevance: high topics:

• agent-evaluation
• computer-use
• planning
• tool-use
• workflow-agent
• world-model methods:

benchmarks:

models:

datasets:

• cs.AI
• cond-mat.soft related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 14 collection_queries: planning-agent

One-line Takeaway

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

Why Collected

• matched queries: planning-agent
• inferred topics: agent-evaluation, computer-use, planning, tool-use, workflow-agent, world-model
• arXiv categories: cs.AI, cond-mat.soft
• collection score: 14

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/2605.15625