Amorphous MoS2 from a Machine Learning Inter-atomic potential

16 Sept 2025, 16:25
5m
Contributed Poster Presentation Physics Research Poster Room

Speaker

Kossi Kety (ICTP-EAIFR and Université Gustave Eiffel)

Description

Amorphous molybdenum disulfide has shown potential as a hydrogen evolution catalyst, but the origin of its high activity is unclear, as is its atomic structure. Here, we have developed a classical inter-atomic potential using the charge equilibration neural network method, and we have employed it to generate atomic models of amorphous MoS2 by melting and quenching processes. The amorphous phase contains an abundance of molybdenum and sulfur atoms in low coordination. Besides the 6-coordinated molybdenum typical of the crystalline phases, a substantial fraction displays coordinations 4 and 5. The amorphous phase is also characterized by the appearance of direct S–S bonds. Density functional theory shows that the amorphous phase is metallic, with a considerable contribution of the 4-coordinated molybdenum to the density of states at the Fermi level. S–S bonds are related to the reduction of sulfur, with the excess electrons spread over several molybdenum atoms. Moreover, S–S bond formation is associated with a distinctive broadening of the 3s states, which could be exploited for experimental characterization of the amorphous phases. The large variety of local environments and the high density of electronic states at the Fermi level may play a positive role in increasing the electrocatalytic activity of this compound.

Abstract Category Materials Physics

Author

Kossi Kety (ICTP-EAIFR and Université Gustave Eiffel)

Co-authors

Ms Huma Nawaz (Texas Center for Superconductivity and Department of Physics, University of Houston, Houston, Texas 77204, USA) Nicola Seriani (The Abdus Salam ICTP, I-34151 Trieste, Italy) Dr Samare Rostami (European Theoretical Spectroscopy Facility, Institute of Condensed Matter and Nanosciences, Universite Catholique de Louvain, Chemin des étoiles 8, bte L07.03.01, B-1348 Louvain-la-Neuve, Belgium) Dr Tsogbadrakh Namsrai (Department of Physics, National University of Mongolia, Ulaanbaatar 14201, Mongolia)

Presentation materials