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Combining Slow and Fast: Complementary Filtering for Dynamics Learning2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Neural Networks and Applications Open access
Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Sebastian Trimpe
2citations -
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates31citations
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Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers2024 Physical Chemistry Chemical Physics article Engineering Fuel Cells and Related Materials Open access
André Colliard-Granero, Keusra Armel Gompou, Christian Rodenbücher, Kourosh Malek, Michael Hermann Eikerling, Mohammad J. Eslamibidgoli
19citations -
Tensor Train Optimization for Conformational Sampling of Organic Molecules2025 Journal of Chemical Theory and Computation article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics
Christopher Zurek, Ruslan A. Mallaev, Alexander C. Paul, Nils van Staalduinen, Philipp Pracht, Roman Ellerbrock, +1 more
7citations