Karlbauer, Matthias

1. A Deep Learning Earth System Model for Efficient Simulation of the Observed Climate
   2024/09/24 by Nathaniel Cresswell‐Clay, Cresswell-Clay, Nathaniel, Bowen Liu +12 · 1 voice · 9 citations
   Computer Science · #Computational Physics and Python Applications
2. Composing Partial Differential Equations with Physics-Aware Neural Networks
   2021/11/23 by Karlbauer, Matthias, Praditia, Timothy, Otte, Sebastian +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Learning What and Where: Disentangling Location and Identity Tracking Without Supervision
   2022/05/26 by Manuel Traub, Traub, Manuel, Sebastian Otte +9 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
4. Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics
   2024/07/19 by Karlbauer, Matthias, Maddix, Danielle C., Ansari, Abdul Fatir +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction
   2019/12/23 by Karlbauer, Matthias, Otte, Sebastian, Lensch, Hendrik P. A. +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)