Publications of Aliaksei Mazheika

Mazheika, A.; Wang, Y.; Valero, R.; Viñes, F.; Illas, F.; Ghiringhelli, L. M.; Levchenko, S. V.; Scheffler, M.: Artificial-intelligence-driven discovery of catalyst genes with application to CO₂ activation on semiconductor oxides. Nature Communications 13, 419 (2022)

Millet, M.-M.; Algara-Siller, G.; Wrabetz, S.; Mazheika, A.; Girgsdies, F.; Teschner, D.; Seitz, F.; Tarasov, A.; Levchenko, S. V.; Schlögl, R. et al.; Frei, E.: Ni Single Atom Catalysts for CO₂ Activation. Journal of the American Chemical Society 141 (6), pp. 2451 - 2461 (2019)

Mazheika, A.; Levchenko, S. V.: Ni Substitutional Defects in Bulk and at the (001) Surface of MgO from First-Principles Calculations. The Journal of Physical Chemistry C 120 (47), pp. 26934 - 26944 (2016)

Mazheika, A.: Coming to Data Analytics in Surface Science: CO₂ Activation on Semiconductor Oxides. BasCat - UniCat BASF Joint Lab, Berlin, Germany (2018)

Mazheika, A.: Subgroup Discovery Meets Compressed Sensing: Application to CO₂ Activation Problem. Theory Department Workshop 2018 at Ringberg Castle, Kreuth, Germany (2018)

Mazheika, A.: CO₂ Activation on Semiconductor Oxide Surfaces: Machine Learning Study. Colloquium, Technische Universität Berlin, Berlin, Germany (2018)

Mazheika, A.: Machine Learning of CO₂ Activation on Metal-Oxide Semiconductor Surfaces. Seminar, University of Barcelona, Barcelona, Spain (2018)

Mazheika, A.: Carbon Dioxide Activation at Metal-Oxide Surfaces: A Compressed-Sensing Analysis. DPG-Frühjahrstagung und EPS-CMD27, Gerhard Ertl Young Investigator Award, Berlin, Germany (2018)

Mazheika, A.; Wang, Y.; Valero, R.; Ghiringhelli, L. M.; Vines, F.; Illas, F.; Levchenko, S. V.; Scheffler, M.: Ab initio data-analytics study of carbon-dioxide activation on semiconductor oxide surfaces. (2019)