3 papers
eess.SY2024
Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems
Martin Braun, Christian Gruhl, Christian A. Hans +7
Future energy systems are subject to various uncertain influences. As resilient systems they should maintain a constantly high operational performance whatever happens. We explore…
cs.LG2024
From Structured to Unstructured:A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs
Jens Decke, Olaf Wünsch, Bernhard Sick +1
This article investigates the application of computer vision and graph-based models in solving mesh-based partial differential equations within high-performance computing environme…
cs.LG2024
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing
Jens Decke, Arne JenÃ, Bernhard Sick +1
This article presents the Sorting Composite Quantile Regression Neural Network (SCQRNN), an advanced quantile regression model designed to prevent quantile crossing and enhance com…