Dr. David Steffelbauer
Group Leader
Competences
Optimisation, Data mining, Machine learning, Artificial intelligence, Hydraulic simulations, Water distribution system analysis, Stochastic demand modelling, Urban water networks, Anomaly detection, Time series analysis, Leak detection and localization, Infrastructure asset management
Services
Publications
- A hybrid leak detection framework using variational autoencoder surrogates
- A tale of two methods: Uncertainties in data-driven versus model-based leakage detection and localization methods in water distribution systems
- Evidence of acceleration in sea-level rise for the North Sea — EGU General Assembly 2022
- Evidence of regional sea-level rise acceleration for the North Sea
- Flow Measurements Derived from Camera Footage Using an Open-Source Ecosystem