A Full-Dimensional Potential Energy Surface for the Quartet State of N <sub>2</sub> O <sup>+</sup> from Permutationally Invariant Polynomials and Neural Networks

The reaction O<sup>+</sup>(<sup>4</sup>S<sub>u</sub>) + N<sub>2</sub>(X<sup>1</sup>Σ<sub>g</sub><sup>+</sup>) → NO<sup>+</sup>(X<sup>1</sup>Σ<sup>+</sup>) + N(<sup>4</sup>S<sub>u</sub>) is a critical process both in Earth's ionosphere and in high-temperature nonequilibrium flows surrounding hypersonic vehicles. However, state-resolved dynamical investigations of this process have been hindered by the lack of a full-dimensional potential energy surface (PES) for the N<sub>2</sub>O<sup>+</sup> system. In this work, we construct a full-dimensional analytical PES for the <sup>4</sup>A″ electronic state of N<sub>2</sub>O<sup>+</sup> using the permutationally invariant polynomial-neural network (PIP-NN) approach, based on 3720 ab initio points computed at the icMRCI + Q level. Scanning the newly developed PES reveals two intermediate minima (IM1 and IM2) and one saddle point (TS). The global minimum energy path is characterized as O<sup>+</sup> + N<sub>2</sub> (0.0 eV) → IM1 (-1.32 eV) → TS (0.35 eV) → IM2 (-1.80 eV) → NO<sup>+</sup> + N (-1.13 eV), corresponding to a reaction barrier of 0.35 eV, in excellent agreement with the experimental value of ∼0.33 eV. Using this full-dimensional PES, we further evaluated the integral cross sections over the relative translational energy range of 0.3-20 eV using the quasi-classical trajectory (QCT) method. The computed results show good agreement with available experimental and theoretical results across the entire energy range. Overall, the present PES offers a robust and accurate foundation for probing the microscopic state-to-state dynamics in future studies.

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Journal
The Journal of Physical Chemistry A
Published
2026-02-12
DOI
https://doi.org/10.1021/acs.jpca.5c08231
Primary Topic
Advanced Chemical Physics Studies
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article
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article

A Full-Dimensional Potential Energy Surface for the Quartet State of N 2 O + from Permutationally Invariant Polynomials and Neural Networks

Guo-Sen Wang, Changmin Guo, Xi-Long Dou, Xia Huang et al.
The Journal of Physical Chemistry A
Advanced Chemical Physics Studies
article

A Full-Dimensional Potential Energy Surface for the Quartet State of N 2 O + from Permutationally Invariant Polynomials and Neural Networks

Guo-Sen Wang, Changmin Guo, Xi-Long Dou, Xia Huang, Xin-Lu Cheng
article en

Abstract

The reaction O<sup>+</sup>(<sup>4</sup>S<sub>u</sub>) + N<sub>2</sub>(X<sup>1</sup>Σ<sub>g</sub><sup>+</sup>) → NO<sup>+</sup>(X<sup>1</sup>Σ<sup>+</sup>) + N(<sup>4</sup>S<sub>u</sub>) is a critical process both in Earth's ionosphere and in high-temperature nonequilibrium flows surrounding hypersonic vehicles. However, state-resolved dynamical investigations of this process have been hindered by the lack of a full-dimensional potential energy surface (PES) for the N<sub>2</sub>O<sup>+</sup> system. In this work, we construct a full-dimensional analytical PES for the <sup>4</sup>A″ electronic state of N<sub>2</sub>O<sup>+</sup> using the permutationally invariant polynomial-neural network (PIP-NN) approach, based on 3720 ab initio points computed at the icMRCI + Q level. Scanning the newly developed PES reveals two intermediate minima (IM1 and IM2) and one saddle point (TS). The global minimum energy path is characterized as O<sup>+</sup> + N<sub>2</sub> (0.0 eV) → IM1 (-1.32 eV) → TS (0.35 eV) → IM2 (-1.80 eV) → NO<sup>+</sup> + N (-1.13 eV), corresponding to a reaction barrier of 0.35 eV, in excellent agreement with the experimental value of ∼0.33 eV. Using this full-dimensional PES, we further evaluated the integral cross sections over the relative translational energy range of 0.3-20 eV using the quasi-classical trajectory (QCT) method. The computed results show good agreement with available experimental and theoretical results across the entire energy range. Overall, the present PES offers a robust and accurate foundation for probing the microscopic state-to-state dynamics in future studies.

The Journal of Physical Chemistry AVol. 130(8)
Henan University of Science and Technology (CN), Sichuan University (CN), Lanzhou Jiaotong University (CN)
Affordable and clean energy
Openalex Percentile: Top 56%
Advanced Chemical Physics Studies
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A Full-Dimensional Potential Energy Surface for the Quartet State of N <sub>2</sub> O <sup>+</sup> from Permutationally Invariant Polynomials and Neural Networks — Guo-Sen Wang, Changmin Guo, et al. · The Journal of Physical Chemistry A (2026) | TGRS Research Map | TGRS