Projects per year
Abstract
Energy- and resource-efficient electrocatalytic water splitting is of paramount importance to enable hydrogen production. The best bulk catalyst for the hydrogen evolution reaction (HER), platinum, is one of the scarcest elements on Earth. The use of nanoclusters significantly reduces the amount of raw material required for HER, while nanoalloying further enhances performance by modulating hydrogen adsorption. However, the interplay between the atomic structure and HER performance in alloyed nanoclusters remains unclear. In this study, we report an anomalous HER enhancement at low and intermediate Au contents in monodisperse AuPt nanoclusters immobilized on carbon nanotubes. This enhancement is driven by the segregation of Au atoms toward the nanocluster surface and a synergistic effect, whereby the ability of surface Pt atoms to bind hydrogen is increased in the presence of adjacent Au atoms. This enhancement is noteworthy and “anomalous”, given that the overall hydrogen adsorption activity significantly decreases for pure Au nanoclusters compared to pure Pt nanoclusters. We rationalize these observations by combining extensive experimental characterization data with detailed atomistic simulations based on purpose-built machine learning interatomic potential and Markov-chain Monte Carlo simulations with variable chemical potential. The agreement between simulation and experiment allows us to develop a mechanistic understanding of the atomic-scale processes underlying the enhanced HER activity.
Original language | English |
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Pages (from-to) | 9928-9939 |
Number of pages | 12 |
Journal | ACS Catalysis |
Volume | 15 |
Issue number | 11 |
DOIs | |
Publication status | Published - 6 Jun 2025 |
MoE publication type | A1 Journal article-refereed |
Keywords
- atomistic machine learning
- CNT
- enhanced activity
- hydrogen evolution reaction
- nanoclusters
Fingerprint
Dive into the research topics of 'Anomalous Enhancement of the Electrocatalytic Hydrogen Evolution Reaction in AuPt Nanoclusters'. Together they form a unique fingerprint.-
NEXTCELL: Next generation interatomic potentials to simulate new cellulose based materials
Caro, M. (Principal investigator)
01/09/2020 → 31/08/2025
Project: RCF Academy Research Fellow (new)
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Design and self-assembly of anisotropic particles for advanced colloidal structures and materials
Peng, B. (Principal investigator)
01/09/2022 → 31/08/2024
Project: RCF Academy Research Fellow: Research costs
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-: LIBER/Ikkala
Ikkala, O. (Principal investigator)
01/01/2022 → 31/12/2024
Project: RCF Academy Project
Equipment
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Bioeconomy Research Infrastructure
Seppälä, J. (Manager)
School of Chemical EngineeringFacility/equipment: Facility
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OtaNano - Nanomicroscopy Center
Seitsonen, J. (Manager) & Rissanen, A. (Other)
OtaNanoFacility/equipment: Facility