Aliaksei Mazheika

Technische Universität Berlin — Germany

Materials Science · Physical Sciences

12h-index1.1kcitations35works1.32yr avg
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Research Topics

Catalytic Processes in Materials Science(19), Catalysis and Oxidation Reactions(9), Machine Learning in Materials Science(8), Copper-based nanomaterials and applications(6), nanoparticles nucleation surface interactions(4)

Publications35 total

Data-driven Design of Catalytic Materials in Methane Oxidation Based on a Site Isolation Concept
ACS Catalysis·2024· 4 citedOpen Access
Front Cover: Controlling the Coke Formation in Dehydrogenation of Propane by Adding Nickel to Supported Gallium Oxide (ChemCatChem 8/2024)
ChemCatChem·2024Open Access
Combining genetic algorithm and compressed sensing for features and operators selection in symbolic regression
arXiv (Cornell University)·2024Open Access
Controlling the Coke Formation in Dehydrogenation of Propane by Adding Nickel to Supported Gallium Oxide
ChemCatChem·2023· 5 citedOpen Access
CuNi Nanoalloys with Tunable Composition and Oxygen Defects for the Enhancement of the Oxygen Evolution Reaction**
Angewandte Chemie International Edition·2023· 82 citedOpen Access
CuNi Nanoalloys with Tunable Composition and Oxygen Defects for the Enhancement of the Oxygen Evolution Reaction**
Angewandte Chemie·2023· 13 citedOpen Access
Oxide-Supported Carbonates Reveal a Unique Descriptor for Catalytic Performance in the Oxidative Coupling of Methane (OCM)
ACS Catalysis·2022· 21 cited
Oxide-supported carbonates reveal a unique descriptor for catalytic performance in the oxidative coupling of methane (OCM)
2022Open Access
Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides
Nature Communications·2022· 123 citedOpen Access
Artificial-intelligence-driven discovery of catalyst “genes” with application to CO2 activation on semiconductor oxides
Research Square (Research Square)·2021· 5 citedOpen Access
Single-atom alloy catalysts designed by first-principles calculations and artificial intelligence
Nature Communications·2021· 191 citedOpen Access
Materials for turning greenhouse gases into useful chemicals and fuels: a route identified by high-throughput calculations and artificial intelligence
2021
Ab initio data-analytics study of carbon-dioxide activation on semiconductor oxide surfaces
MPG.PuRe (Max Planck Society)·2019· 7 citedOpen Access
ECONOMIC INTEGRATION IN THE CONDITIONS OF GLOBALIZATION OF ECONOMY
Siberian Economic Journal·2019
Ni Single Atom Catalysts for CO<sub>2</sub> Activation
Journal of the American Chemical Society·2019· 442 citedOpen Access
Machine Learning of CO2 Activation on Metal-Oxide Semiconductor Surfaces
2018
CO2 Activation on Semiconductor Oxide Surfaces: Machine Learning Study
2018
Coming to Data Analytics in Surface Science: CO2 Activation on Semiconductor Oxides
2018
Subgroup Discovery Meets Compressed Sensing: Application to CO2 Activation Problem
2018
Stabilization of Reactive MgO Surfaces by Ni Doping
Bulletin of the American Physical Society·2017
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Frequent Co-authors

V.E. Matulis(11), Олег А. Ивашкевич(11), Sergey V. Levchenko(10), Luca M. Ghiringhelli(5), Matthias Scheffler(5), Frank Rosowski(5), Esteban Gioria(4), Raoul Naumann d’Alnoncourt(4), Yang‐Gang Wang(3), Rosendo Valero(3), Francesc Viñes(3), Francesc Illas(3), Thomas Bredow(3), Dennis Palagin(3), Shuang Li(2), Arne Thomas(2), Huan Wang(2), Roman Schmack(2), Sergey Sokolov(2), Evgenii V. Kondratenko(2)