Publications of Janis Timoshenko

Timoshenko, J.; Jeon, H.; Sinev, I.; Haase, F.; Herzog, A.; Roldan Cuenya, B.: Linking the evolution of catalytic properties and structural changes in copper-zinc nanocatalysts using operando EXAFS and neural-networks. Chemical Science 11 (14), pp. 3727 - 3736 (2020)

Jeon, H.; Timoshenko, J.; Scholten, F.; Sinev, I.; Herzog, A.; Haase, F.; Roldan Cuenya, B.: Operando Insight into the Correlation between the Structure and Composition of CuZn Nanoparticles and their Selectivity for the Electrochemical CO₂ Reduction. Journal of the American Chemical Society 141 (50), pp. 19879 - 19887 (2019)

Gao, D.; Sinev, I.; Scholten, F.; Aran Ais, R.; Divins, N. J.; Kvashnina, K.; Timoshenko, J.; Roldan Cuenya, B.: Selective CO₂ Electroreduction to Ethylene and Multicarbon Alcohols via Electrolyte-Driven Nanostructuring. Angewandte Chemie International Edition 58 (47), pp. 17047 - 17053 (2019)

Gao, D.; Sinev, I.; Scholten, F.; Aran Ais, R.; Divins, N. J.; Kvashnina, K.; Timoshenko, J.; Roldan Cuenya, B.: Selective CO₂ Electroreduction to Ethylene and Multicarbon Alcohols via Electrolyte-Driven Nanostructuring. Angewandte Chemie 131 (47), pp. 17203 - 17209 (2019)

Timoshenko, J.; Frenkel, A. I.: “Inverting” X-ray Absorption Spectra of Catalysts by Machine Learning in Search for Activity Descriptors. ACS Catalysis 9 (11), pp. 10192 - 10211 (2019)

Ahmadi, M.; Timoshenko, J.; Behafarid, F.; Roldan Cuenya, B.: Tuning the Structure of Pt Nanoparticles through Support Interactions: An In Situ Polarized X-ray Absorption Study Coupled with Atomistic Simulations. The Journal of Physical Chemistry C 123 (16), pp. 10666 - 10676 (2019)

Poon, J.; Chee, S. W.; Timoshenko, J.; Roldan Cuenya, B.: Operando Studies of Electrocatalysts for Energy Technology Reactions. In: Operando Methods in Catalysis and Materials Science, pp. 11 - 111 (Eds. Weckhuysen , B. M.; Nieuwelink, A.-E.). Willey-VCH (2024)

Timoshenko, J.: Tracking Dynamics and Heterogeneity in Working Nanocatalysts Using Time Resolved Synchrotron Studies and Machine Learning. FHI-Workshop on Current Research at the Interface of Physics and Chemistry, Potsdam, Germany (2022)

Timoshenko, J.: In-Situ/Operando X-ray Absorption Spectroscopy. HZB Photon School 2022, Berlin, Germany (2022)

Timoshenko, J.: Basic and Advanced Analysis of Extended X-ray Absorption Fine Structure. HZB Photon School 2022, Berlin, Germany (2022)

Timoshenko, J.: Probing Disorder in Nanoparticles Using In-Situ X-ray Absorption Spectroscopy and Machine Learning. E-MRS Spring Meeting 2021, Online Event (2021)

Timoshenko, J.: Probing Kinetics of Catalyst Transformations Using Synchrotron-Based Operando Techniques and Machine Learning. 6th International School-Conference on Catalysis for Young Scientists, Catalyst Design: From Molecular to Industrial Level, Online Event (2021)

Timoshenko, J.: Tracking the Structure and Composition of Copper-Based Catalysts for CO₂ Electroreduction Using Operando XAS. ACS Spring Meeting 2021, Online Event (2021)

Timoshenko, J.: Machine Learning Algorithms for the Analysis of Spectroscopy Data. DGM Training Course, Correlative Materials Characterization, Online Event (2021)

Timoshenko, J.: In Situ/Operando Electrocatalyst Characterization by X-Ray Absorption Spectroscopy. Chemical Reviews Virtual Lecture Series, Online Event (2021)

Timoshenko, J.: In Situ/Operando X-Ray Absorption Spectroscopy. HZB Photon School 2021, Online Event (2021)

Timoshenko, J.: Basic and Advanced Analysis of Extended X-Ray Absorption Fine Structure. HZB Photon School 2021, Online Event (2021)

Timoshenko, J.: Reverse Monte Carlo Modelling and Neural Networks in EXAFS Analysis. Advanced XAS Data Analysis and Modeling Virtual Workshop 2020, Online Event (2020)

Timoshenko, J.: In-Situ/Operando X-ray Absorption Spectroscopy. HZB Photon School 2020, Berlin, Germany (2020)

Timoshenko, J.: Advanced Studies of Structure, Composition and Dynamics of Model Catalysts Under Working Conditions. 20th Meeting of the Fachbeirat of the Fritz-Haber-Institut, Berlin, Germany (2019)