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Data · dataset · 2026

Insight into the structure and reactivity at solid-liquid interfaces

Listed in UCL Research Data Repository

This Ph.D. thesis addresses numerical calculations to study the structure and reactivity at the interface between liquid water and platinum at the atomic level.

Description

The first portion of the thesis deals with the background and theoretical methods involved in the research, before presenting calculations on the properties of Pt(111) as a catalytic surface, using Molecular Dynamics (MD) coupled with Density Functional Theory (DFT), to calculate the dynamics and energetics of the reacting systems.

Whereas the last chapter deals with using high dimensional neural network (HDNN) potentials to describe the structure and reaction energetics at the HCl(aq)/Pt(111) interface. This theoretical work is inspired by the lack of current experimental techniques available for exploring the interfacial water layer. The understanding of such heterogeneous systems is key for the efficient development of many technologies such as in hydrogen fuel cells and corrosion prevention strategies.<br>

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Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
UCL Research Data Repositoryoai:figshare.com:article/326285135 d agoJSON v1
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concepts[field].anzsrc:group:4611mapping · rdr ucl ac ukvocabulary-mapper@1.0.0keywords['Machine Learning']
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concepts[method].local:method:dftmapping · rdr ucl ac ukvocabulary-mapper@1.0.0keywords['DFT']
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