Global Potential Energy Surfaces by Compressed-State Multistate Pair-Density Functional Theory for Hyperthermal Collisions in the O 2 +O 2 System.
Jie JiangJiawei YangQizhen HongQuanhua SunJun LiPublished in: Chemphyschem : a European journal of chemical physics and physical chemistry (2024)
Interactions between oxygen molecules play an important role in atmospheric chemistry and hypersonic flow chemistry in atmospheric entries. Recently, high-quality ab initio potential energy surface (PES) of the quintet O 4 was reported by Paukku et al. [J. Chem. Phys. 147, 034301 (2017)]. 10543 configurations were sampled and calculated at the level of MS-CASPT2/maug-cc-pVTZ with scaled external correlation. The PES was fitted to a many-body (MB) form with the many-body part described by the permutationally invariant polynomial approach (MB-PIP). In this work, the PIP-Neural Network (PIP-NN) and MB-PIP-NN methods were used to refit the PES based on the same data by Paukku et al. Three PESs were compared. It was found that the performances differ significantly in the O+O 3 region as well as in the long-range region. Therefore, additional 1300 points were sampled, and the efficient compressed-state multistate pair-density functional theory (CMS-PDFT) was used to calculate the electronic structure of these 1300 points and 10543 points by Paukku et al. Then, a completely new quintet PES was fitted using the MB-PIP-NN method. Based on this PES, the quasi-classical trajectory (QCT) approach was used to reveal all possible reaction channels for hyperthermal O 2 -O 2 collisions.
Keyphrases
- density functional theory
- molecular dynamics
- neural network
- particulate matter
- ms ms
- drug discovery
- electronic health record
- human health
- genome wide
- gene expression
- escherichia coli
- cystic fibrosis
- pseudomonas aeruginosa
- carbon dioxide
- risk assessment
- biofilm formation
- air pollution
- data analysis
- artificial intelligence