Concepedia

Matthias Karlbauer

MK

6

Publications

112

Citations

6

H-Index

2017

Active since

Affiliations

University of Tübingen(Current)

University of Hohenheim

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

ORCID

Top concepts

Publications per year

2017–2024

6

Publications

6

On the time-course of automatic response activation in the Simon task

Ruben Ellinghaus, Matthias Karlbauer, Karin M. Bausenhart et al. · Psychological Research · 2017 · 33 citations

, , +13

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 et al. · Boundary-Layer Meteorology · 2022 · 27 citations · Full text

Advancing Parsimonious Deep Learning Weather Prediction Using the HEALPix Mesh

Matthias Karlbauer, Nathaniel Cresswell‐Clay, Dale R. Durran et al. · Journal of Advances in Modeling Earth Systems · 2024 · 16 citations · Full text

Inductive biases in deep learning models for weather prediction

Jannik Thuemmel, Matthias Karlbauer, Sebastian Otte et al. · arXiv (Cornell University) · 2023 · 15 citations · Full text

Finite Volume Neural Network: Modeling Subsurface Contaminant Transport

Timothy Praditia, Matthias Karlbauer, Sebastian Otte et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text

, , +16

Rows per page

1–5 of 6