Publications of Aliaksei Mazheika
All genres
Journal Article (3)
2022
Journal Article
Mazheika, Aliaksei, Yanggang Wang, , , , Luca M. Ghiringhelli, and Matthias Scheffler: Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides.
2019
Journal Article
Millet, Marie-Mathilde, Gerardo Algara-Siller, Sabine Wrabetz, Aliaksei Mazheika, Frank Girgsdies, Detre Teschner, , Andrey Tarasov, Sergey V. Levchenko, Robert Schlögl and Elias Frei: Ni Single Atom Catalysts for CO2 Activation.
2016
Journal Article
Mazheika, Aliaksei and Sergey V. Levchenko: Ni Substitutional Defects in Bulk and at the (001) Surface of MgO from First-Principles Calculations.
Talk (5)
2018
Talk
Mazheika, Aliaksei: Carbon Dioxide Activation at Metal-Oxide Surfaces: A Compressed-Sensing Analysis.
(DPG-Frühjahrstagung und EPS-CMD27, Gerhard Ertl Young Investigator Award, Berlin, Germany, Mar 2018).
Talk
Mazheika, Aliaksei: Machine Learning of CO2 Activation on Metal-Oxide Semiconductor Surfaces.
(Seminar, University of Barcelona, Barcelona, Spain, Jul 2018).
Talk
Mazheika, Aliaksei: CO2 Activation on Semiconductor Oxide Surfaces: Machine Learning Study.
(Colloquium, Technische Universität Berlin, Berlin, Germany, Aug 2018).
Talk
Mazheika, Aliaksei: Subgroup Discovery Meets Compressed Sensing: Application to CO2 Activation Problem.
(Theory Department Workshop 2018 at Ringberg Castle, Kreuth, Germany, Sep 2018).
Talk
Mazheika, Aliaksei: Coming to Data Analytics in Surface Science: CO2 Activation on Semiconductor Oxides.
(BasCat - UniCat BASF Joint Lab, Berlin, Germany, Nov 2018).
Working Paper (1)
2019
Working Paper
Mazheika, Aliaksei, Yanggang Wang, , Luca M. Ghiringhelli, , , Sergey V. Levchenko and Matthias Scheffler: Ab initio data-analytics study of carbon-dioxide activation on semiconductor oxide surfaces.