Hannah Menke, Ph.D.
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Pore-scale dynamics
multiscale Imaging
data analysis
machine learning
numerical modelling
My research is focused on upscaling pore-scale phenomena to the reservoir scale for accurate prediction of flow and transport
Fully automated upscaling will require:
1. Imaging of pore-scale dynamics
2. Imaging at multiple length scales
3. Automated analysis of collosal datasets
4. Numerical models integrated with machine learning tools
PORE-SCALE DYNAMICS
MULTISCALE IMAGING
DATA ANALYSIS
MACHINE LEARNING
