Denise Degen

Certified reduced basis method in geosciences

Denise Degen, Karen Veroy, Florian Wellmann · Computational Geosciences · 2019 · 37 citations

Numerical Analysis, Engineering, Complexity Reduction +6

Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations

Denise Degen, Daniel Caviedes‐Voullième, Susanne Buiter et al. · Geoscientific model development · 2023 · 23 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

Productivity enhancement of geothermal wells through fault zones: Efficient numerical evaluation of a parameter space for the Upper Jurassic aquifer of the North Alpine Foreland Basin

Florian Konrad, Alexandros Savvatis, Denise Degen et al. · Geothermics · 2021 · 22 citations

Hydrogeology, Productivity Enhancement, Parameter Space +9

Global sensitivity analysis to optimize basin-scale conductive model calibration – A case study from the Upper Rhine Graben

Denise Degen, Karen Veroy, Jessica Freymark et al. · Geothermics · 2021 · 19 citations

Sensor Calibration, Engineering, Hydrogeophysics +12

3D multi-physics uncertainty quantification using physics-based machine learning

Denise Degen, Mauro Cacace, Florian Wellmann · Scientific Reports · 2022 · 18 citations · Full text