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Hydrogen adsorption on doped MoS(2) nanostructures
Electrochemical devices for efficient production of hydrogen as energy carrier rely still largely on rare platinum group metal catalysts. Chemically and structurally modified metal dichalcogenide MoS(2) is a promising substitute for these critical raw materials at the cathode side where the hydrogen...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5681643/ https://www.ncbi.nlm.nih.gov/pubmed/29127349 http://dx.doi.org/10.1038/s41598-017-15622-z |
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author | Hakala, Mikko Kronberg, Rasmus Laasonen, Kari |
author_facet | Hakala, Mikko Kronberg, Rasmus Laasonen, Kari |
author_sort | Hakala, Mikko |
collection | PubMed |
description | Electrochemical devices for efficient production of hydrogen as energy carrier rely still largely on rare platinum group metal catalysts. Chemically and structurally modified metal dichalcogenide MoS(2) is a promising substitute for these critical raw materials at the cathode side where the hydrogen evolution reaction takes place. For precise understanding of structure and hydrogen adsorption characteristics in chemically modified MoS(2) nanostructures, we perform comprehensive density functional theory calculations on transition metal (Fe, Co, Ni, Cu) doping at the experimentally relevant MoS(2) surfaces at substitutional Mo-sites. Clear benefits of doping the basal plane are found, whereas at the Mo- and S-edges complex modifications at the whole edge are observed. New insight into doping-enhanced activity is obtained and guidance is given for further experiments. We study a machine learning model to facilitate the screening of suitable structures and find a promising level of prediction accuracy with minimal structural input. |
format | Online Article Text |
id | pubmed-5681643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56816432017-11-17 Hydrogen adsorption on doped MoS(2) nanostructures Hakala, Mikko Kronberg, Rasmus Laasonen, Kari Sci Rep Article Electrochemical devices for efficient production of hydrogen as energy carrier rely still largely on rare platinum group metal catalysts. Chemically and structurally modified metal dichalcogenide MoS(2) is a promising substitute for these critical raw materials at the cathode side where the hydrogen evolution reaction takes place. For precise understanding of structure and hydrogen adsorption characteristics in chemically modified MoS(2) nanostructures, we perform comprehensive density functional theory calculations on transition metal (Fe, Co, Ni, Cu) doping at the experimentally relevant MoS(2) surfaces at substitutional Mo-sites. Clear benefits of doping the basal plane are found, whereas at the Mo- and S-edges complex modifications at the whole edge are observed. New insight into doping-enhanced activity is obtained and guidance is given for further experiments. We study a machine learning model to facilitate the screening of suitable structures and find a promising level of prediction accuracy with minimal structural input. Nature Publishing Group UK 2017-11-10 /pmc/articles/PMC5681643/ /pubmed/29127349 http://dx.doi.org/10.1038/s41598-017-15622-z Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Hakala, Mikko Kronberg, Rasmus Laasonen, Kari Hydrogen adsorption on doped MoS(2) nanostructures |
title | Hydrogen adsorption on doped MoS(2) nanostructures |
title_full | Hydrogen adsorption on doped MoS(2) nanostructures |
title_fullStr | Hydrogen adsorption on doped MoS(2) nanostructures |
title_full_unstemmed | Hydrogen adsorption on doped MoS(2) nanostructures |
title_short | Hydrogen adsorption on doped MoS(2) nanostructures |
title_sort | hydrogen adsorption on doped mos(2) nanostructures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5681643/ https://www.ncbi.nlm.nih.gov/pubmed/29127349 http://dx.doi.org/10.1038/s41598-017-15622-z |
work_keys_str_mv | AT hakalamikko hydrogenadsorptionondopedmos2nanostructures AT kronbergrasmus hydrogenadsorptionondopedmos2nanostructures AT laasonenkari hydrogenadsorptionondopedmos2nanostructures |