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Combined molecular dynamics and coordinate driving method for automatically searching complicated reaction pathways.

Guoao LiZhenxing LiLiuzhou GaoShengda ChenGuoqiang WangShuhua Li
Published in: Physical chemistry chemical physics : PCCP (2023)
The combined molecular dynamics and coordinate driving (MD/CD) method is updated and generalized in this work to broaden its applications in automatically searching reaction pathways for complicated reactions. In this updated version, MD simulations are performed with the GFN's family of methods to systematically sample conformers for almost any systems with atomic numbers Z ≤ 86. The improved CD procedure is greatly accelerated by applying a pre-screening stage at the semiempirical GFN2-xTB level. An automatic module based on the Marcus theory and its improved version (the Wolynes theory) is designed to include single electron transfer (SET) processes into reaction pathways. The capabilities of this method are demonstrated by exploring the most possible reaction pathways of three experimentally reported reactions: the organophosphine-catalyzed trans phosphinoboration, the Fe(II) complex-mediated C(sp 2 )-H borylation reaction, and the SET-triggered deaminative radical cross-coupling reaction. Comprehensive reaction networks are obtained for all three reactions with reasonable computational costs. Detailed mechanisms for these reactions can account for the reported experimental facts.
Keyphrases
  • molecular dynamics
  • electron transfer
  • density functional theory
  • machine learning
  • deep learning
  • psychometric properties
  • room temperature
  • aqueous solution