{"title":"基于神经网络势能面的 Na + Na2 交换反应量子动力学研究及 Na3 复合物寿命预测","authors":"Jiapeng Zhang, Bayaer Buren, Yongqing Li","doi":"10.1021/acs.jpca.4c05712","DOIUrl":null,"url":null,"abstract":"<p><p>A high-precision global potential energy surface (PES) is constructed for the Na<sub>3</sub> system based on high-level <i>ab initio</i> calculations and the fundamental invariant neural network (FI-NN) method. The root-mean-square error (RMSE) of the PES is 2.88 cm<sup>-1</sup>. The state-resolved quantum dynamics of the ground-state Na + Na<sub>2</sub> (<i>v</i> = 0, <i>j</i> = 0) → Na<sub>2</sub> (<i>v</i>', <i>j</i>') + Na reaction is studied using the time-dependent wave packet (TDWP) method on the new PES. Analysis of the relevant integral cross sections revealed a complicated energy-transfer mechanism during collisions. Similarly, the characteristics of the differential cross sections indicate that the complex-forming mechanism plays a dominant role in the reaction, providing conditions for a comprehensive exploration of the lifetimes of the complexes. Based on the Rice-Ramsperger-Kassel-Marcus (RRKM) theory, the calculated lifetime of the Na<sub>3</sub> complex is approximately 3.9 ns.</p>","PeriodicalId":59,"journal":{"name":"The Journal of Physical Chemistry A","volume":" ","pages":"9634-9644"},"PeriodicalIF":2.7000,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Study on Quantum Dynamics of the Na + Na<sub>2</sub> Exchanged Reaction and Lifetime Prediction of Na<sub>3</sub> Complex Based on the Neural Network Potential Energy Surface.\",\"authors\":\"Jiapeng Zhang, Bayaer Buren, Yongqing Li\",\"doi\":\"10.1021/acs.jpca.4c05712\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>A high-precision global potential energy surface (PES) is constructed for the Na<sub>3</sub> system based on high-level <i>ab initio</i> calculations and the fundamental invariant neural network (FI-NN) method. The root-mean-square error (RMSE) of the PES is 2.88 cm<sup>-1</sup>. The state-resolved quantum dynamics of the ground-state Na + Na<sub>2</sub> (<i>v</i> = 0, <i>j</i> = 0) → Na<sub>2</sub> (<i>v</i>', <i>j</i>') + Na reaction is studied using the time-dependent wave packet (TDWP) method on the new PES. Analysis of the relevant integral cross sections revealed a complicated energy-transfer mechanism during collisions. Similarly, the characteristics of the differential cross sections indicate that the complex-forming mechanism plays a dominant role in the reaction, providing conditions for a comprehensive exploration of the lifetimes of the complexes. Based on the Rice-Ramsperger-Kassel-Marcus (RRKM) theory, the calculated lifetime of the Na<sub>3</sub> complex is approximately 3.9 ns.</p>\",\"PeriodicalId\":59,\"journal\":{\"name\":\"The Journal of Physical Chemistry A\",\"volume\":\" \",\"pages\":\"9634-9644\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2024-11-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Journal of Physical Chemistry A\",\"FirstCategoryId\":\"1\",\"ListUrlMain\":\"https://doi.org/10.1021/acs.jpca.4c05712\",\"RegionNum\":2,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/10/23 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"CHEMISTRY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Physical Chemistry A","FirstCategoryId":"1","ListUrlMain":"https://doi.org/10.1021/acs.jpca.4c05712","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/10/23 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0
摘要
基于高水平的 ab initio 计算和基本不变神经网络 (FI-NN) 方法,构建了 Na3 体系的高精度全局势能面 (PES)。PES 的均方根误差 (RMSE) 为 2.88 cm-1。在新的 PES 上使用时间相关波包 (TDWP) 方法研究了基态 Na + Na2 (v = 0, j = 0) → Na2 (v', j') + Na 反应的状态分辨量子动力学。对相关积分截面的分析揭示了碰撞过程中复杂的能量传递机制。同样,微分截面的特征也表明复合物形成机制在反应中起着主导作用,这为全面探索复合物的寿命提供了条件。根据 Rice-Ramsperger-Kassel-Marcus (RRKM) 理论,计算出 Na3 复合物的寿命约为 3.9 ns。
Study on Quantum Dynamics of the Na + Na2 Exchanged Reaction and Lifetime Prediction of Na3 Complex Based on the Neural Network Potential Energy Surface.
A high-precision global potential energy surface (PES) is constructed for the Na3 system based on high-level ab initio calculations and the fundamental invariant neural network (FI-NN) method. The root-mean-square error (RMSE) of the PES is 2.88 cm-1. The state-resolved quantum dynamics of the ground-state Na + Na2 (v = 0, j = 0) → Na2 (v', j') + Na reaction is studied using the time-dependent wave packet (TDWP) method on the new PES. Analysis of the relevant integral cross sections revealed a complicated energy-transfer mechanism during collisions. Similarly, the characteristics of the differential cross sections indicate that the complex-forming mechanism plays a dominant role in the reaction, providing conditions for a comprehensive exploration of the lifetimes of the complexes. Based on the Rice-Ramsperger-Kassel-Marcus (RRKM) theory, the calculated lifetime of the Na3 complex is approximately 3.9 ns.
期刊介绍:
The Journal of Physical Chemistry A is devoted to reporting new and original experimental and theoretical basic research of interest to physical chemists, biophysical chemists, and chemical physicists.