• 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

机器学习光动力学模拟揭示取代基效应对立方烷光化学形成的作用。

Machine-Learning Photodynamics Simulations Uncover the Role of Substituent Effects on the Photochemical Formation of Cubanes.

机构信息

Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States.

出版信息

J Am Chem Soc. 2021 Dec 8;143(48):20166-20175. doi: 10.1021/jacs.1c07725. Epub 2021 Nov 17.

DOI:10.1021/jacs.1c07725
PMID:34787403
Abstract

Photochemical [2 + 2]-cycloadditions store solar energy in chemical bonds and efficiently access strained organic molecular architectures. Functionalized [3]-ladderdienes undergo [2 + 2]-photocycloadditions to afford cubanes, a class of strained organic molecules. The substituents (e.g., methyl, trifluoromethyl, and cyclopropyl) affect the overall reactivities of these cubane precursors; the yields range from 1 to 48%. However, the origin of these substituent effects on the reactivities and chemoselectivities is not understood. We now integrate single and multireference calculations and machine-learning-accelerated nonadiabatic molecular dynamics (ML-NAMD) to understand how substituents affect the ultrafast dynamics and mechanism of [2 + 2]-photocycloadditions. Steric clashes between substituent groups destabilize the 4π-electrocyclic ring-opening pathway and minimum energy conical intersections by 0.72-1.15 eV and reaction energies by 0.68-2.34 eV. Noncovalent dispersive interactions stabilize the [2 + 2]-photocycloaddition pathway; the conical intersection energies are lower by 0.31-0.85 eV, and the reaction energies are lower by 0.03-0.82 eV. The 2 ps ML-NAMD trajectories reveal that closed-shell repulsions block a 6π-conrotatory electrocyclic ring-opening pathway with increasing steric bulk. Thirty-eight percent of the methyl-substituted [3]-ladderdiene trajectories proceed through the 6π-conrotatory electrocyclic ring-opening, whereas the trifluoromethyl- and cyclopropyl-substituted [3]-ladderdienes prefer the [2 + 2]-photocycloaddition pathways. The predicted cubane yields (H: 0.4% < CH: 1% < CF: 14% < cPr: 15%) match the experimental trend; these substituents predistort the reactants to resemble the conical intersection geometries leading to cubanes.

摘要

光化学[2+2]-环加成将太阳能储存在化学键中,并有效地获得应变有机分子结构。功能化[3]-梯烯通过[2+2]-光环加成得到立方烷,这是一类应变有机分子。取代基(例如甲基、三氟甲基和环丙基)影响这些立方烷前体的整体反应性;产率范围为 1%至 48%。然而,这些取代基对反应性和化学选择性的影响的起源尚不清楚。我们现在整合单重和多参考计算和机器学习加速的非绝热分子动力学(ML-NAMD)来理解取代基如何影响[2+2]-光环加成的超快动力学和机制。取代基基团之间的空间位阻使 4π-电环化开环途径和最低能量的锥形交叉点不稳定,降低了 0.72-1.15 eV,反应能降低了 0.68-2.34 eV。非共价分散相互作用稳定[2+2]-光环加成途径;锥形交叉点能量降低了 0.31-0.85 eV,反应能降低了 0.03-0.82 eV。2 ps ML-NAMD 轨迹表明,随着空间位阻的增加,闭壳排斥阻止了 6π-共旋转电环化开环途径。38%的甲基取代[3]-梯烯轨迹通过 6π-共旋转电环化开环,而三氟甲基和环丙基取代[3]-梯烯更喜欢[2+2]-光环加成途径。预测的立方烷产率(H:0.4%<CH:1%<CF:14%<cPr:15%)与实验趋势相符;这些取代基使反应物预变形,类似于导致立方烷的锥形交叉点几何形状。

相似文献

1
Machine-Learning Photodynamics Simulations Uncover the Role of Substituent Effects on the Photochemical Formation of Cubanes.机器学习光动力学模拟揭示取代基效应对立方烷光化学形成的作用。
J Am Chem Soc. 2021 Dec 8;143(48):20166-20175. doi: 10.1021/jacs.1c07725. Epub 2021 Nov 17.
2
A Look Inside the Black Box of Machine Learning Photodynamics Simulations.机器学习光动力学模拟的黑箱内部观察。
Acc Chem Res. 2022 Jul 19;55(14):1972-1984. doi: 10.1021/acs.accounts.2c00288. Epub 2022 Jul 7.
3
Multiconfigurational Calculations and Nonadiabatic Molecular Dynamics Explain Tricyclooctadiene Photochemical Chemoselectivity.多组态计算和非绝热分子动力学解释三环辛二烯光化学反应的化学选择性。
J Phys Chem A. 2020 Sep 24;124(38):7623-7632. doi: 10.1021/acs.jpca.0c05280. Epub 2020 Sep 14.
4
Automatic discovery of photoisomerization mechanisms with nanosecond machine learning photodynamics simulations.通过纳秒级机器学习光动力学模拟自动发现光异构化机制。
Chem Sci. 2021 Mar 10;12(14):5302-5314. doi: 10.1039/d0sc05610c.
5
Excited-State Distortions Promote the Photochemical 4π-Electrocyclizations of Fluorobenzenes via Machine Learning Accelerated Photodynamics Simulations.机器学习加速光动力学模拟研究激发态畸变促进氟苯的光化学 4π-电环化反应。
Chemistry. 2022 Jul 6;28(38):e202200651. doi: 10.1002/chem.202200651. Epub 2022 May 25.
6
Multiconfigurational photodynamics simulations reveal the mechanism of photodecarbonylations of cyclopropenones in explicit aqueous environments.多构型光动力学模拟揭示了环丙烯酮在明确水相环境中光脱羰基反应的机制。
Chem Sci. 2023 Nov 10;14(45):13205-13218. doi: 10.1039/d3sc03805j. eCollection 2023 Nov 22.
7
Perturbing π-clouds with Substituents to Study the Effects on Reaction Dynamics of gauche-1,3-Butadiene to Bicyclobutane Electrocyclization.用取代基扰动π电子云以研究对gauche-1,3-丁二烯至双环丁烷电环化反应动力学的影响。
Chemphyschem. 2023 Feb 1;24(3):e202200727. doi: 10.1002/cphc.202200727. Epub 2022 Nov 22.
8
Substituent effects on rates and torquoselectivities of electrocyclic ring-openings of N-substituted 2-azetines.取代基对N-取代2-氮杂环丁烷电环化开环反应速率和扭转选择性的影响。
J Org Chem. 2014 Jul 3;79(13):6189-95. doi: 10.1021/jo500919s. Epub 2014 Jun 12.
9
Substituent effects in pericyclic reactions of radical cations: the ring opening of 3-substituted cyclobutene radical cations.自由基阳离子周环反应中的取代基效应:3-取代环丁烯自由基阳离子的开环反应
J Org Chem. 2000 Oct 6;65(20):6708-14. doi: 10.1021/jo0009494.
10
Restriction of the conrotatory motion in photo-induced 6π electrocyclic reaction: formation of the excited state of the closed-ring isomer in the cyclization.光致6π电环化反应中对旋运动的限制:环化过程中闭环异构体激发态的形成。
RSC Adv. 2020 May 27;10(34):20038-20045. doi: 10.1039/d0ra03523h. eCollection 2020 May 26.

引用本文的文献

1
Machine learning photodynamics reveal intersystem-crossing-driven ladderdiene ring opening.机器学习光动力学揭示了系间窜越驱动的梯形二烯开环反应。
Chem Sci. 2025 Jun 16. doi: 10.1039/d4sc07395a.
2
Charting electronic-state manifolds across molecules with multi-state learning and gap-driven dynamics via efficient and robust active learning.通过高效且稳健的主动学习,利用多状态学习和能隙驱动动力学绘制跨分子的电子态流形。
NPJ Comput Mater. 2025;11(1):132. doi: 10.1038/s41524-025-01636-z. Epub 2025 May 13.
3
Towards a unified fold-cusp model for bond polarity scaling: electron rearrangements in the pyrolytic isomerization of cubane to cyclooctatetraene.
迈向用于键极性标度的统一折叠尖点模型:立方烷热解异构化为环辛四烯过程中的电子重排。
J Mol Model. 2025 Jan 13;31(2):45. doi: 10.1007/s00894-024-06229-z.
4
SpaiNN: equivariant message passing for excited-state nonadiabatic molecular dynamics.SpaiNN:用于激发态非绝热分子动力学的等变消息传递
Chem Sci. 2024 Sep 2;15(38):15880-90. doi: 10.1039/d4sc04164j.
5
Analogies between photochemical reactions and ground-state post-transition-state bifurcations shed light on dynamical origins of selectivity.光化学反应与基态后过渡态分支之间的类比揭示了选择性的动力学起源。
Nat Chem. 2024 Apr;16(4):615-623. doi: 10.1038/s41557-023-01410-y. Epub 2024 Jan 12.
6
What Controls the Quality of Photodynamical Simulations? Electronic Structure Versus Nonadiabatic Algorithm.是什么控制着光动力学模拟的质量?电子结构与非绝热算法。
J Chem Theory Comput. 2023 Nov 28;19(22):8273-8284. doi: 10.1021/acs.jctc.3c00908. Epub 2023 Nov 8.
7
Machine Learning Seams of Conical Intersection: A Characteristic Polynomial Approach.机器学习中的锥形交叉缝:一种特征多项式方法。
J Phys Chem Lett. 2023 Sep 7;14(35):7780-7786. doi: 10.1021/acs.jpclett.3c01649. Epub 2023 Aug 24.
8
Taking up the quest for novel molecular solar thermal systems: Pros and cons of storing energy with cubane and cubadiene.探索新型分子太阳能热系统:使用立方烷和立方二烯储能的利弊
Front Chem. 2023 Apr 12;11:1171848. doi: 10.3389/fchem.2023.1171848. eCollection 2023.
9
Ab Initio Molecular Cavity Quantum Electrodynamics Simulations Using Machine Learning Models.从头开始的分子腔量子电动力学模拟使用机器学习模型。
J Chem Theory Comput. 2023 Apr 25;19(8):2353-2368. doi: 10.1021/acs.jctc.3c00137. Epub 2023 Mar 31.
10
Machine learning the Hohenberg-Kohn map for molecular excited states.用于分子激发态的 Hohenberg-Kohn 映射的机器学习
Nat Commun. 2022 Nov 17;13(1):7044. doi: 10.1038/s41467-022-34436-w.