Concepedia

Tobias Morawietz

TM

Statistics

Publications

9

Citations

1K

H-Index

9

Active since

2011

Affiliations

Bayer (Germany)(Current)

Stanford University

Columbia University

Novartis (Switzerland)

Novartis Institutes for BioMedical Research

Tobias Morawietz is an author at Bayer (Germany) specializing in chemistry, computational chemistry, and natural sciences.

ORCID

Publications per year

2011–2023

9

Publications

9

High-dimensional neural-network potentials for multicomponent systems: Applications to zinc oxide

Nongnuch Artrith, Tobias Morawietz, Jörg Behler · Physical Review B · 2011 · 410 citations

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Parallel Multistream Training of High-Dimensional Neural Network Potentials

Andreas Singraber, Tobias Morawietz, Jörg Behler et al. · Journal of Chemical Theory and Computation · 2019 · 228 citations

, , +17

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · Journal of Chemical Information and Modeling · 2023 · 115 citations · Full text

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Strategies for the construction of machine-learning potentials for accurate and efficient atomic-scale simulations

April M Miksch, Tobias Morawietz, Johannes Kästner et al. · Machine Learning Science and Technology · 2021 · 95 citations · Full text

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Machine learning-accelerated quantum mechanics-based atomistic simulations for industrial applications

Tobias Morawietz, Nongnuch Artrith · Journal of Computer-Aided Molecular Design · 2020 · 79 citations · Full text

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