Matthias Karlbauer - Concepedia

Author

Matthias Karlbauer

Also Known As

Karlbauer, Matthias, Matthias Karlbauer

Publications

169

Citations

H-Index

Concepts

All Affiliations

Matthias Karlbauer is an author at University of Tübingen specializing in data science, engineering, and machine learning.

#	Concept	H-Index	Publications	Citations
1	Engineering	2	2	21
2	Language Studies	1	1	33
3	Social Sciences	1	1	33
4	Cognitive Science	1	1	33
5	Computer Science	1	1	10

Matthias Karlbauer

Publications

112

Citations

H-Index

Page 1

	Year	Citations
On the time-course of automatic response activation in the Simon task Ruben Ellinghaus, Matthias Karlbauer, Karin M. Bausenhart, Psychological Research Cognitive ScienceCognitive NeuroscienceSimon TaskNeurolinguisticsAction Monitoring	2017	33
Estimation of the Surface Fluxes for Heat and Momentum in Unstable Conditions with Machine Learning and Similarity Approaches for the LAFE Data Set Volker Wulfmeyer, Juan Manuel Valencia Pineda, Sebastian Otte, Boundary-Layer Meteorology	2022	27
Advancing Parsimonious Deep Learning Weather Prediction Using the HEALPix Mesh Matthias Karlbauer, Nathaniel Cresswell‐Clay, Dale R. Durran, Journal of Advances in Modeling Earth Systems	2024	16
Inductive biases in deep learning models for weather prediction Jannik Thuemmel, Matthias Karlbauer, Sebastian Otte, arXiv (Cornell University)	2023	15
Finite Volume Neural Network: Modeling Subsurface Contaminant Transport Timothy Praditia, Matthias Karlbauer, Sebastian Otte, arXiv (Cornell University) EngineeringMachine LearningAutoencodersScalar TransportRecurrent Neural Network	2021	11
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, arXiv (Cornell University) Artificial IntelligenceGeometric LearningNeural Transition KernelsMachine LearningData Science	2019	10

Page 1