Browsing Universitätsbibliographie by Author "Karlbauer, Matthias"

Now showing items 1-14 of 14

Advancing Parsimonious Deep Learning Weather Prediction Using the HEALPix Mesh

Butz, Martin V.; Brenowitz, Noah; Bonev, Boris; Kurth, Thorsten; Moreno, Raul A.; Durran, Dale R.; Cresswell-Clay, Nathaniel; Karlbauer, Matthias (2024)
Advancing Parsimonious Deep Learning Weather Prediction Using the HEALPix Mesh

Karlbauer, Matthias; Cresswell-Clay, Nathaniel; Durran, Dale R.; Moreno, Raul A.; Kurth, Thorsten; Bonev, Boris; Brenowitz, Noah; Butz, Martin V. (2024)
Composing Partial Differential Equations with Physics-Aware Neural Networks

Karlbauer, Matthias; Praditia, Timothy; Oladyshkin, Sergey; Otte, Sebastian; Nowak, Wolfgang; Butz, Martin V. (2021)
Estimation of the Surface Fluxes for Heat and Momentum in Unstable Conditions with Machine Learning and Similarity Approaches for the LAFE Data Set

Wulfmeyer, Volker; Pineda, Juan Manuel Valencia; Otte, Sebastian; Karlbauer, Matthias; Butz, Martin, V; Lee, Temple R.; Rajtschan, Verena (2023)
Extending the Omniglot Challenge: Imitating Handwriting Styles on a New Sequential Data Set

Fabi, Sarah; Otte, Sebastian; Scholz, Fedor; Wuehrer, Julius; Karlbauer, Matthias; Butz, Martin V. (2023)
Finite volume neural network: Modeling subsurface contaminant transport

Karlbauer, Matthias; Otte, Sebastian; Butz, Martin V.; Praditia, Timothy; Oladyshkin, Sergey; Nowak, Wolfgang (2021)
Inductive biases in deep learning models for weather prediction

Thuemmel, Jannik; Karlbauer, Matthias; Otte, Sebastian; Zarfl, Christiane; Martius, Georg; Ludwig, Nicole; Scholten, Thomas; Friedrich, Ulrich; Wulfmeyer, Volker; Goswami, Bedartha; Butz, Martin V. (2023)
Inferring, predicting, and denoising causal wave dynamics

Karlbauer, Matthias; Otte, Sebastian; Lensch, Hendrik P. A.; Scholten, Thomas; Wulfmeyer, Volker; Butz, Martin V. (2020)
Latent State Inference in a Spatiotemporal Generative Model

Karlbauer, Matthias; Menge, Tobias; Otte, Sebastian; Lensch, Hendrik P. A.; Scholten, Thomas; Wulfmeyer, Volker; Butz, Martin V. (2021)
Learning Groundwater Contaminant Diffusion-Sorption Processes With a Finite Volume Neural Network

Praditia, Timothy; Karlbauer, Matthias; Otte, Sebastian; Oladyshkin, Sergey; Butz, Martin V. V.; Nowak, Wolfgang (2022)
On the time-course of automatic response activation in the Simon task

Ellinghaus, Ruben; Karlbauer, Matthias; Bausenhart, Karin M.; Ulrich, Rolf (2018)
Physical Domain Reconstruction with Finite Volume Neural Networks

Horuz, Cosku Can; Karlbauer, Matthias; Praditia, Timothy; Butz, Martin V.; Oladyshkin, Sergey; Nowak, Wolfgang; Otte, Sebastian (2023)
Remote sensing of vegetation canopy properties: States & spatio-temporal dynamics of the temperature of the vegetation canopy

Hellwig, Florian Marcus; Jagdhuber, Thomas; Karlbauer, Matthias; Fluhrer, Anke; Baris, Ismail; Zehner, Markus; Jonard, François; Schellenberg, Konstantin; Weiß, Thomas; Link, Moritz; Chaparro, David; Vermunt, Paul; Jach, Lisa; Bauer, Hans-Stefan; Warrach-Sagi, Kirsten; Dubois, Clémence; Cannière, Simon De; Butz, Martin; Bliefernicht, Jan; Kunstmann, Harald (2024)
Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning

Ciurletti, Melvin; Traub, Manuel; Karlbauer, Matthias; Butz, Martin V.; Otte, Sebastian (2021)

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