AI Agents 相关度: 9/10

El Agente Estructural: An Artificially Intelligent Molecular Editor

Changhyeok Choi, Yunheng Zou, Marcel Müller, Han Hao, Yeonghun Kang, Juan B. Pérez-Sánchez, Ignacio Gustin, Hanyong Xu, Mohammad Ghazi Vakili, Chris Crebolder, Alán Aspuru-Guzik, Varinia Bernales
arXiv: 2602.04849v1 发布: 2026-02-04 更新: 2026-02-04

AI 摘要

Estructural是一个基于自然语言驱动的多模态分子编辑智能体,用于自主化学和分子建模。

主要贡献

  • 提出了El Agente Estructural分子编辑智能体
  • 集成了领域知识工具和视觉-语言模型
  • 实现了精确的分子几何操作和控制

方法论

结合领域知识工具和视觉-语言模型,通过自然语言驱动,模仿人类专家操作分子系统进行几何操作和编辑。

原文摘要

We present El Agente Estructural, a multimodal, natural-language-driven geometry-generation and manipulation agent for autonomous chemistry and molecular modelling. Unlike molecular generation or editing via generative models, Estructural mimics how human experts directly manipulate molecular systems in three dimensions by integrating a comprehensive set of domain-informed tools and vision-language models. This design enables precise control over atomic or functional group replacements, atomic connectivity, and stereochemistry without the need to rebuild extensive core molecular frameworks. Through a series of representative case studies, we demonstrate that Estructural enables chemically meaningful geometry manipulation across a wide range of real-world scenarios. These include site-selective functionalization, ligand binding, ligand exchange, stereochemically controlled structure construction, isomer interconversion, fragment-level structural analysis, image-guided generation of structures from schematic reaction mechanisms, and mechanism-driven geometry generation and modification. These examples illustrate how multimodal reasoning, when combined with specialized geometry-aware tools, supports interactive and context-aware molecular modelling beyond structure generation. Looking forward, the integration of Estructural into El Agente Quntur, an autonomous multi-agent quantum chemistry platform, enhances its capabilities by adding sophisticated tools for the generation and editing of three-dimensional structures.

标签

AI Agent 分子建模 自然语言处理 多模态

arXiv 分类

physics.chem-ph cs.AI cs.MA