Matthias Karlbauer

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 · 13 citations
   Computer Science · #Computational Physics and Python Applications
2. Comparing and Contrasting DLWP Backbones on Navier-Stokes and Atmospheric Dynamics
   2024/07/19 by Matthias Karlbauer, Danielle C. Maddix, Karlbauer, Matthias +13 · 3 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
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. A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction
   2019/12/23 by Matthias Karlbauer, Sebastian Otte, Karlbauer, Matthias +9 · 1 citation
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques #cs.LG #cs.NE