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Title: Global Optimization of Adsorbate Covered Supported Cluster Catalysts: The Case of Pt7H10CH3 on α-Al2O3

Journal Article · · ChemCatChem
 [1];  [2]; ORCiD logo [3]
  1. Univ. of California, Los Angeles, CA (United States); University of California, Los Angeles
  2. Univ. of California, Los Angeles, CA (United States)
  3. Univ. of California, Los Angeles, CA (United States); California NanoSystems Inst., Los Angeles, CA (United States)

Determining structures of supported sub-nanometer catalytic clusters is important for finding binding sites, active sites, and reaction mechanisms. In realistic conditions, the cluster may be covered with adsorbed reactants and intermediates, which strongly affect the structure of the cluster compared to the low coverage regime. The global optimization of supported adsorbate-covered clusters is not possible with existing methods. In this paper, we present a customized Basin Hopping (BH) approach, with a core (metal cluster) – shell (adsorbates) separation scheme, and perform first applications to the search of low-energy isomers of Pt7/α-Al2O3 at high hydrogen coverage (10H). The presence of adsorbates significantly alters the low-energy isomers compared to bare Pt7/α-Al2O3. Molecular dynamics simulations additionally show the different time-scales associated with the mobility of H and Pt atoms. The revised BH method with core-shell separation presents key advantages for the structural exploration of adsorbate-covered supported catalysts, relevant to realistic catalytic conditions.

Research Organization:
Univ. of California, Los Angeles, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Chemical Sciences, Geosciences & Biosciences Division; USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities Division
Grant/Contract Number:
SC0019152; AC02-05CH11231; AC02-06CH11357
OSTI ID:
1594249
Journal Information:
ChemCatChem, Journal Name: ChemCatChem Journal Issue: 3 Vol. 12; ISSN 1867-3880
Publisher:
ChemPubSoc EuropeCopyright Statement
Country of Publication:
United States
Language:
English

References (36)

H2-Induced Reconstruction of Supported Pt Clusters: Metal-Support Interaction versus Surface Hydride journal December 2010
Atomistic Models for Highly‐Dispersed PtSn/γ‐Al 2 O 3 Catalysts: Ductility and Dilution Affect the Affinity for Hydrogen journal May 2019
TGMin: A global-minimum structure search program based on a constrained basin-hopping algorithm journal July 2017
The mechanism of isomerization of hexanes on platinum catalysts journal April 1963
Effect of indium in trimetallic Pt/Al2O3SnIn–Cl naphtha-reforming catalysts journal June 2010
From γ-alumina to supported platinum nanoclusters in reforming conditions: 10years of DFT modeling and beyond journal December 2013
Dehydrogenation mechanisms of methyl-cyclohexane on γ-Al2O3 supported Pt13: Impact of cluster ductility journal February 2019
Germanium as key dopant to boost the catalytic performance of small platinum clusters for alkane dehydrogenation journal June 2019
Ensemble-Average Representation of Pt Clusters in Conditions of Catalysis Accessed through GPU Accelerated Deep Neural Network Fitting Global Optimization journal November 2016
Atomic Energies from a Convolutional Neural Network journal May 2018
Isomerization in Gold Clusters upon O 2 Adsorption journal January 2017
Controlling Hydrogenation Selectivity by Size: 3-Hexyne on Supported Pt Clusters journal February 2019
Local Fluxionality of Surface-Deposited Cluster Catalysts: The Case of Pt 7 on Al 2 O 3 journal March 2018
Dynamic Phase Diagram of Catalytic Surface of Hexagonal Boron Nitride under Conditions of Oxidative Dehydrogenation of Propane journal December 2018
Hydrogen Adsorption, Dissociation, and Spillover on Ru 10 Clusters Supported on Anatase TiO 2 and Tetragonal ZrO 2 (101) Surfaces journal August 2015
Mechanistic Insights into Propene Epoxidation with O 2 –H 2 O Mixture on Au 7 /α-Al 2 O 3 : A Hydroproxyl Pathway from ab Initio Molecular Dynamics Simulations journal March 2016
Ethylene Dehydrogenation on Pt 4,7,8 Clusters on Al 2 O 3 : Strong Cluster Size Dependence Linked to Preferred Catalyst Morphologies journal April 2017
Nanoalloying MgO-Deposited Pt Clusters with Si To Control the Selectivity of Alkane Dehydrogenation journal July 2018
Catalytic Dehydrogenation of Light Alkanes on Metals and Metal Oxides journal August 2014
cluster : Searching for Unique Low Energy Minima of Structures Using a Novel Implementation of a Genetic Algorithm journal November 2014
Boron Switch for Selectivity of Catalytic Dehydrogenation on Size-Selected Pt Clusters on Al 2 O 3 journal August 2017
Metastable Structures in Cluster Catalysis from First-Principles: Structural Ensemble in Reaction Conditions and Metastability Triggered Reactivity journal February 2018
H·(H 2 O) n Clusters: Microsolvation of the Hydrogen Atom via Molecular ab Initio Gradient Embedded Genetic Algorithm (GEGA) journal December 2010
DFT-Based Study on Oxygen Adsorption on Defective Graphene-Supported Pt Nanoparticles journal October 2011
Global Optimization by Basin-Hopping and the Lowest Energy Structures of Lennard-Jones Clusters Containing up to 110 Atoms journal July 1997
Electronic structure of AlFeN films exhibiting crystallographic orientation change from c- to a-axis with Fe concentrations and annealing effect journal February 2020
ABCluster: the artificial bee colony algorithm for cluster global optimization journal January 2015
Molecular adsorption at Pt(111). How accurate are DFT functionals? journal January 2015
B 28 : the smallest all-boron cage from an ab initio global search journal January 2015
Electronic properties and charge transfer phenomena in Pt nanoparticles on γ-Al2O3: size, shape, support, and adsorbate effects journal January 2012
A generalized-gradient approximation exchange hole model for dispersion coefficients journal January 2011
Designing clusters for heterogeneous catalysis journal July 2019
Projector augmented-wave method journal December 1994
Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set journal October 1996
Neural-network-enhanced evolutionary algorithm applied to supported metal nanoparticles journal May 2018
Generalized Gradient Approximation Made Simple journal October 1996