Michael Probst

5 ta ish

University of Innsbruck

1. Interfacial Bond-Breaking Electron Transfer in Mixed Water–Ethylene Glycol Solutions: Reorganization Energy and Interplay between Different Solvent Modes

   Oksana Ismailova, Alexander S. Berezin, Michael Probst +1

   MaqolaOAOchiq kirishElectrochemical Analysis and ApplicationsThe Journal of Physical Chemistry B20132 iqtibos

   ABIABI:AkademIndex/2013.article.000166

2. Ethylene glycol revisited: Molecular dynamics simulations and visualization of the liquid and its hydrogen-bond network

   Alexander Kaiser, Oksana Ismailova, Antti Koskela +6

   MaqolaOAOchiq kirish20132 iqtibos

   ABIABI:AkademIndex/2026.other.570895

3. Structure to Property: Chemical Element Embeddings for Predicting Electronic Properties of Crystals

   Shokirbek Shermukhamedov, Dilorom Mamurjonova, Thana Maihom +1

   MaqolaOAOchiq kirishMachine Learning in Materials ScienceJournal of Chemical Information and Modeling20241 iqtibos

   ABIABI:AkademIndex/2024.article.001016

4. Structure to Property: Machine Learning Methods for Predicting Electronic Properties of Crystals

   Shokirbek Shermukhamedov, Dilorom Mamurjonova, Thana Maihom +1

   PreprintMachine Learning in Materials ScienceChemRxiv20230 iqtibos

   ABIABI:AkademIndex/2023.preprint.000024

5. Accurate classification of materials with elEmBERT: Element embeddings for chemical benchmarks

   Shokirbek Shermukhamedov, Dilorom Mamurjonova, Michael Probst

   MaqolaOAOchiq kirishMachine Learning in Materials ScienceAPL Machine Learning20250 iqtibos

   ABIABI:AkademIndex/2025.article.002993