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New Full-Dimensional Reactive Potential Energy Surface for the H 4 System.

Yang LiuPablo G JambrinaJames F E CroftNaduvalath BalakrishnanF Javier AoizHua Guo
Published in: Journal of chemical theory and computation (2024)
As the most abundant molecule in the universe, collisions involving H 2 have important implications in astrochemistry. Collisions between hydrogen molecules also represent a prototype for assessing various dynamic methods for understanding fundamental few-body processes. In this work, we develop a new and highly accurate full-dimensional potential energy surface (PES) covering all reactive channels of the H 2 + H 2 system, which extends our previously reported H 2 + H 2 nonreactive PES [J. Chem. Theory Comput., 2021, 17, 6747] by adding 39,538 additional ab initio points calculated at the MRCI/AV5Z level in the reactive channels. The global PES is represented with high fidelity (RMSE = 0.6 meV for a total of 79,000 points) by a permutation invariant polynomial neural network (PIP-NN) and is suitable for studying collision-induced dissociation, single-exchange, as well as four-center exchange reactions. Preliminary quasi-classical trajectory studies on the new PIP-NN PES reveal strong vibrational enhancement of all reaction channels.
Keyphrases
  • neural network
  • high glucose
  • diabetic rats
  • human health
  • gene expression
  • genome wide
  • density functional theory
  • drug induced
  • electron transfer
  • dna methylation
  • endothelial cells