Stefan Heinen

1. Crash testing machine learning force fields for molecules, materials, and interfaces: model analysis in the TEA Challenge 2023
   2025/01/01 by Igor Poltavsky, Anton Charkin-Gorbulin, Mirela Puleva +23 · 1 voice · 7 citations
   Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Nuclear Materials and Properties
2. Thousands of reactants and transition states for competing E2 and\n S_\N2 reactions
   2020/05/31 by Guido Falk von Rudorff, von Rudorff, Guido Falk, Stefan Heinen +5 · 3 citations
   Materials Science · Physics and Astronomy · Chemistry · #Machine Learning in Materials Science #Advanced Chemical Physics Studies #History and advancements in chemistry
3. Autonomous data extraction from peer reviewed literature for training machine learning models of oxidation potentials
   2023/08/01 by Siwoo Lee, Stefan Heinen, Lee, Siwoo +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Physical sciences #Machine Learning in Materials Science #Metabolomics and Mass Spectrometry Studies
4. A Wearable Wireless ECG Monitoring System With Dynamic Transmission Power Control for Long-Term Homecare
   2015/02/15 by Yishan Wang, Sammy Doleschel, Ralf Wunderlich +1 · 1 citation
   Computer Science · Engineering · Medicine · #Bluetooth and Wireless Communication Technologies #ECG Monitoring and Analysis #Wireless Body Area Networks