Michael Probst

4 works

Institute of Ion Physics and Applied Physics, University of Innsbruck, 6020 Innsbruck, Austria

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

   ArticleElectrochemical Analysis and ApplicationsThe Journal of Physical Chemistry B20131 citations

   ABIABI:AkademIndex/openalex/2013.article.000166

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

   Shokirbek Shermukhamedov, Dilorom Mamurjonova, Thana Maihom +1

   ArticleMachine Learning in Materials ScienceJournal of Chemical Information and Modeling20241 citations

   ABIABI:AkademIndex/openalex/2024.article.001016

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

   Shokirbek Shermukhamedov, Dilorom Mamurjonova, Thana Maihom +1

   PreprintMachine Learning in Materials ScienceChemRxiv20230 citations

   ABIABI:AkademIndex/openalex/2023.preprint.000024

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

   Shokirbek Shermukhamedov, Dilorom Mamurjonova, Michael Probst

   ArticleMachine Learning in Materials ScienceAPL Machine Learning20250 citations

   ABIABI:AkademIndex/openalex/2025.article.002993