Chatbot-assisted quantum chemistry for explicitly solvated molecules†

IF 7.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Chemical Science Pub Date : 2025-01-29 DOI:10.1039/D4SC08677E
Rohit S. K. Gadde, Sreelaya Devaguptam, Fangning Ren, Rajat Mittal, Lechen Dong, Yao Wang and Fang Liu
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Abstract

Advanced computational chemistry software packages have transformed chemical research by leveraging quantum chemistry and molecular simulations. Despite their capabilities, the complicated design and the requirement for specialized computing hardware hinder their applications in the broad chemistry community. Here, we introduce AutoSolvateWeb, a chatbot-assisted computational platform that addresses both challenges simultaneously. This platform employs a user-friendly chatbot interface to guide non-experts through a multistep procedure involving various computational packages, enabling them to configure and execute complex quantum mechanical/molecular mechanical (QM/MM) simulations of explicitly solvated molecules. Moreover, this platform operates on cloud infrastructure, allowing researchers to run simulations without hardware configuration challenges. As a proof of concept, AutoSolvateWeb demonstrates that combining virtual agents with cloud computing can democratize access to sophisticated computational research tools.

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明确溶剂化分子的聊天机器人辅助量子化学。
先进的计算化学软件包通过利用量子化学和分子模拟改变了化学研究。尽管它们有能力,但复杂的设计和对专用计算硬件的要求阻碍了它们在广泛的化学领域的应用。在这里,我们介绍AutoSolvateWeb,这是一个聊天机器人辅助的计算平台,可以同时解决这两个挑战。该平台采用用户友好的聊天机器人界面来指导非专家完成涉及各种计算包的多步骤程序,使他们能够配置和执行复杂的量子力学/分子力学(QM/MM)模拟显式溶剂化分子。此外,该平台在云基础设施上运行,允许研究人员在没有硬件配置挑战的情况下运行模拟。作为概念的证明,AutoSolvateWeb表明,将虚拟代理与云计算相结合,可以使复杂的计算研究工具的访问民主化。
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来源期刊
Chemical Science
Chemical Science CHEMISTRY, MULTIDISCIPLINARY-
CiteScore
14.40
自引率
4.80%
发文量
1352
审稿时长
2.1 months
期刊介绍: Chemical Science is a journal that encompasses various disciplines within the chemical sciences. Its scope includes publishing ground-breaking research with significant implications for its respective field, as well as appealing to a wider audience in related areas. To be considered for publication, articles must showcase innovative and original advances in their field of study and be presented in a manner that is understandable to scientists from diverse backgrounds. However, the journal generally does not publish highly specialized research.
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