• Editors' Suggestion

Mechanistic Insights into Water Autoionization through Metadynamics Simulation Enhanced by Machine Learning

Ling Liu, Yingqi Tian, Xuanye Yang, and Chungen Liu
Phys. Rev. Lett. 131, 158001 – Published 9 October 2023
PDFHTMLExport Citation

Abstract

Characterizing the free energy landscape of water ionization has been a great challenge due to the limitations from expensive ab initio calculations and strong rare-event features. Lacking equilibrium sampling of the ionization pathway will cause ambiguities in the mechanistic study. Here, we obtain convergent free energy surfaces through nanosecond timescale metadynamics simulations with classical nuclei enhanced by atomic neural network potentials, which yields good reproduction of the equilibrium constant (pKw=14.14) and ionization rate constant (1.369×103s1). The character of transition state unveils the triple-proton transfer occurs through a concerted but asynchronous mechanism. Conditional ensemble average analyses establish the dual-presolvation mechanism, where a pair of hypercoordinated and undercoordinated waters bridged by one H2O cooperatively constitutes the initiation environment for autoionization, and contributes extremely to the local electric field fluctuation to promote water dissociation.

  • Figure
  • Figure
  • Figure
  • Figure
  • Figure
  • Received 2 August 2022
  • Revised 5 July 2023
  • Accepted 21 August 2023

DOI:https://doi.org/10.1103/PhysRevLett.131.158001

© 2023 American Physical Society

Physics Subject Headings (PhySH)

Condensed Matter, Materials & Applied Physics

Authors & Affiliations

Ling Liu*, Yingqi Tian, Xuanye Yang, and Chungen Liu

  • Institute of Theoretical and Computational Chemistry, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China

  • *Corresponding author: lingliu@nju.edu.cn
  • Corresponding author: cgliu@nju.edu.cn

Article Text (Subscription Required)

Click to Expand

Supplemental Material (Subscription Required)

Click to Expand

References (Subscription Required)

Click to Expand
Issue

Vol. 131, Iss. 15 — 13 October 2023

Reuse & Permissions
Access Options
Author publication services for translation and copyediting assistance advertisement

Authorization Required


×
×

Images

×

Sign up to receive regular email alerts from Physical Review Letters

Log In

Cancel
×

Search


Article Lookup

Paste a citation or DOI

Enter a citation
×