Mechanism of Fe(II) Chemisorption on Hematite(001) Revealed by Reactive Neural Network Potential Molecular Dynamics

This paper investigates the behaviour of Fe(II) in solution and at the aqueous interface of hematite. By employing traditional molecular dynamics methods, such as umbrella sampling, in conjunction with machine learning surrogate models, long simulations at near DFT-level accuracy reveal…