Tobias Morawietz

7PUBLICATIONS
15CO-AUTHORS
Reaction kinetics and dynamicsDeep learningProcess control and simulationNonlinear optics and spectroscopySupramolecular chemistry
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Publications (7)

|Aug 15, 2023
Developing machine-learned potentials to simultaneously capture the dynamics of excess protons and hydroxide ions in classical and path integral simulations.

Austin O Atsango, Tobias Morawietz, Ondrej Marsalek

|Nov 27, 2021
Don't Overweight Weights: Evaluation of Weighting Strategies for Multi-Task Bioactivity Classification Models.

Lina Humbeck, Tobias Morawietz, Noe Sturm

|Oct 09, 2020
Machine learning-accelerated quantum mechanics-based atomistic simulations for industrial applications.

Tobias Morawietz, Nongnuch Artrith

|Aug 19, 2020
Exploiting Machine Learning to Efficiently Predict Multidimensional Optical Spectra in Complex Environments.

Michael S Chen, Tim J Zuehlsdorff, Tobias Morawietz

|Sep 25, 2019
Hiding in the Crowd: Spectral Signatures of Overcoordinated Hydrogen-Bond Environments.

Tobias Morawietz, Andres S Urbina, Patrick K Wise

|Apr 18, 2019
Parallel Multistream Training of High-Dimensional Neural Network Potentials.

Andreas Singraber, Tobias Morawietz, Jörg Behler

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Frequent Collaborators

4 joint publications

Thomas E Markland

2 joint publications

Ondrej Marsalek

2 joint publications

Dor Ben-Amotz

1 joint publications

Andreas Singraber