• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

复杂化学反应网络的上下文驱动探索

Context-Driven Exploration of Complex Chemical Reaction Networks.

作者信息

Simm Gregor N, Reiher Markus

机构信息

Laboratory of Physical Chemistry, ETH Zürich , Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland.

出版信息

J Chem Theory Comput. 2017 Dec 12;13(12):6108-6119. doi: 10.1021/acs.jctc.7b00945. Epub 2017 Nov 8.

DOI:10.1021/acs.jctc.7b00945
PMID:29084387
Abstract

The construction of a reaction network containing all relevant intermediates and elementary reactions is necessary for the accurate description of chemical processes. In the case of a complex chemical reaction (involving, for instance, many reactants or highly reactive species), the size of such a network may grow rapidly. Here, we present a computational protocol that constructs such reaction networks in a fully automated fashion steered in an intuitive, graph-based fashion through a single graphical user interface. Starting from a set of initial reagents new intermediates are explored through intra- and intermolecular reactions of already explored intermediates or new reactants presented to the network. This is done by assembling reactive complexes based on heuristic rules derived from conceptual electronic-structure theory and exploring the corresponding approximate reaction path. A subsequent path refinement leads to a minimum-energy path which connects the new intermediate to the existing ones to form a connected reaction network. Tree traversal algorithms are then employed to detect reaction channels and catalytic cycles. We apply our protocol to the formose reaction to study different pathways of sugar formation and to rationalize its autocatalytic nature.

摘要

为了准确描述化学过程,构建一个包含所有相关中间体和基元反应的反应网络是必要的。对于复杂化学反应(例如,涉及许多反应物或高活性物种的反应),这样一个网络的规模可能会迅速增长。在此,我们提出一种计算协议,该协议以完全自动化的方式构建此类反应网络,并通过一个直观的基于图形的单一图形用户界面进行引导。从一组初始试剂开始,通过已探索中间体或呈现给网络的新反应物的分子内和分子间反应来探索新的中间体。这是通过基于从概念电子结构理论导出的启发式规则组装反应复合物并探索相应的近似反应路径来完成的。随后的路径细化会产生一条将新中间体与现有中间体连接起来以形成连通反应网络的最小能量路径。然后采用树遍历算法来检测反应通道和催化循环。我们将我们的协议应用于蚁醛反应,以研究糖形成的不同途径并阐明其自催化性质。

相似文献

1
Context-Driven Exploration of Complex Chemical Reaction Networks.复杂化学反应网络的上下文驱动探索
J Chem Theory Comput. 2017 Dec 12;13(12):6108-6119. doi: 10.1021/acs.jctc.7b00945. Epub 2017 Nov 8.
2
Heuristics-Guided Exploration of Reaction Mechanisms.启发式指导的反应机制探索。
J Chem Theory Comput. 2015 Dec 8;11(12):5712-22. doi: 10.1021/acs.jctc.5b00866. Epub 2015 Nov 13.
3
ReNeGate: A Reaction Network Graph-Theoretical Tool for Automated Mechanistic Studies in Computational Homogeneous Catalysis.ReNeGate:一种用于计算均相催化中自动机理研究的反应网络图论工具。
J Chem Theory Comput. 2022 Dec 13;18(12):7470-7482. doi: 10.1021/acs.jctc.2c00404. Epub 2022 Nov 2.
4
Performance of ACE-Reaction on 26 Organic Reactions for Fully Automated Reaction Network Construction and Microkinetic Analysis.用于全自动反应网络构建和微观动力学分析的ACE反应在26个有机反应中的性能
J Phys Chem A. 2019 Jun 6;123(22):4796-4805. doi: 10.1021/acs.jpca.9b02161. Epub 2019 May 22.
5
Complex Chemical Reaction Networks from Heuristics-Aided Quantum Chemistry.基于启发式辅助量子化学的复杂化学反应网络
J Chem Theory Comput. 2014 Mar 11;10(3):897-907. doi: 10.1021/ct401004r.
6
Mechanism Deduction from Noisy Chemical Reaction Networks.从嘈杂的化学反应网络中推导机理。
J Chem Theory Comput. 2019 Jan 8;15(1):357-370. doi: 10.1021/acs.jctc.8b00310. Epub 2018 Dec 18.
7
Computational analysis of the mechanism of chemical reactions in terms of reaction phases: hidden intermediates and hidden transition States.从反应相的角度对化学反应机制进行计算分析:隐藏的中间产物和隐藏的过渡态。
Acc Chem Res. 2010 May 18;43(5):591-601. doi: 10.1021/ar900013p.
8
Deep reaction network exploration at a heterogeneous catalytic interface.多相催化界面处的深度反应网络探索
Nat Commun. 2022 Aug 18;13(1):4860. doi: 10.1038/s41467-022-32514-7.
9
A human-machine interface for automatic exploration of chemical reaction networks.用于化学反应网络自动探索的人机界面。
Nat Commun. 2024 May 1;15(1):3680. doi: 10.1038/s41467-024-47997-9.
10
Expansive Quantum Mechanical Exploration of Chemical Reaction Paths.广阔的化学反应路径的量子力学探索。
Acc Chem Res. 2022 Jan 4;55(1):35-43. doi: 10.1021/acs.accounts.1c00472. Epub 2021 Dec 17.

引用本文的文献

1
BatGPT-Chem: A Foundation Large Model for Chemical Engineering.BatGPT-Chem:一种用于化学工程的基础大模型。
Research (Wash D C). 2025 Sep 10;8:0827. doi: 10.34133/research.0827. eCollection 2025.
2
Large language model guided automated reaction pathway exploration.大语言模型引导的自动反应途径探索
Commun Chem. 2025 Aug 24;8(1):255. doi: 10.1038/s42004-025-01630-y.
3
Automated Microsolvation for Minimum Energy Path Construction in Solution.用于构建溶液中最小能量路径的自动微溶剂化
J Chem Theory Comput. 2025 Jun 10;21(11):5571-5587. doi: 10.1021/acs.jctc.5c00245. Epub 2025 May 28.
4
The second wave of formose research.福尔摩斯研究的第二波。
BBA Adv. 2025 Jan 17;7:100141. doi: 10.1016/j.bbadva.2025.100141. eCollection 2025.
5
Sulfur Analogs of the Core Formose Cycle: A Free Energy Map.核心福莫司循环的硫类似物:自由能图
Life (Basel). 2024 Dec 24;15(1):1. doi: 10.3390/life15010001.
6
Exploring the Core Formose Cycle: Catalysis and Competition.探索核心福尔摩斯循环:催化作用与竞争关系
Life (Basel). 2024 Jul 25;14(8):933. doi: 10.3390/life14080933.
7
Nanoscale chemical reaction exploration with a quantum magnifying glass.利用量子放大镜进行纳米级化学反应探索。
Nat Commun. 2024 Jun 22;15(1):5320. doi: 10.1038/s41467-024-49594-2.
8
A human-machine interface for automatic exploration of chemical reaction networks.用于化学反应网络自动探索的人机界面。
Nat Commun. 2024 May 1;15(1):3680. doi: 10.1038/s41467-024-47997-9.
9
Diffusion-based generative AI for exploring transition states from 2D molecular graphs.基于扩散的生成式人工智能用于探索二维分子图的过渡态。
Nat Commun. 2024 Jan 6;15(1):341. doi: 10.1038/s41467-023-44629-6.
10
Deep reaction network exploration of glucose pyrolysis.葡萄糖热解的深度反应网络探索
Proc Natl Acad Sci U S A. 2023 Aug 22;120(34):e2305884120. doi: 10.1073/pnas.2305884120. Epub 2023 Aug 14.