301 citations
- Leipzig UniversityDE3 papers
- Argonne National LaboratoryUS1 paper
- Barcelona Supercomputing CenterES1 paper
- Colorado State UniversityUS1 paper
- Earlham InstituteGB1 paper
- Freie Universität BerlinDE1 paper
- George Mason UniversityUS1 paper
- German Cancer Research CenterDE1 paper
- GFZ Helmholtz Centre for GeosciencesDE1 paper
- Hamburg University of TechnologyDE1 paper
- Heidelberg UniversityDE1 paper
- Helmholtz-Zentrum HereonDE1 paper
9 papers
Applying the FAIR Principles to computational workflows
Sean R. Wilkinson, Meznah Aloqalaa, Khalid Belhajjame +20
Recent trends within computational and data sciences show an increasing recognition and adoption of computational workflows as tools for productivity and reproducibility that also…
Dynamic Deep Learning Based Super-Resolution For The Shallow Water Equations
Maximilian Witte, Fabricio Rodrigues Lapolli, Philip Freese +4
Using the nonlinear shallow water equations as benchmark, we demonstrate that a simulation with the ICON-O ocean model with a 20km resolution that is frequently corrected by a U-ne…
A Mathematical Foundation for the Spatial Uncertainty of Critical Points in Probabilistic Scalar Fields
Dominik Vietinghoff, Michael Böttinger, Gerik Scheuermann +1
Critical points mark locations in the domain where the level-set topology of a scalar function undergoes fundamental changes and thus indicate potentially interesting features in t…
Visualizing Confidence Intervals for Critical Point Probabilities in 2D Scalar Field Ensembles
Dominik Vietinghoff, Michael Böttinger, Gerik Scheuermann +1
An important task in visualization is the extraction and highlighting of dominant features in data to support users in their analysis process. Topological methods are a well-known…
Will Artificial Intelligence supersede Earth System and Climate Models?
Christopher Irrgang, Niklas Boers, Maike Sonnewald +4
We outline a perspective of an entirely new research branch in Earth and climate sciences, where deep neural networks and Earth system models are dismantled as individual methodolo…
Simultaneous optimisation of temperature and energy in linear energy system models
Patrik Schönfeldt, Adrian Grimm, Bhawana Neupane +6
Linear programming is used as a standard tool for optimising unit commitment or power flows in energy supply systems. For heat supply systems, however, it faces a relevant limitati…