Project Details

Professor Sergey Oladyshkin, Ph.D.

Address Universität Stuttgart
Institut für Wasser- und Umweltsystemmodellierung
Lehrstuhl für Stochastische Simulation und Sicherheitsforschung für Hydrosysteme
Pfaffenwaldring 5a
70569 Stuttgart

Projects

As Applicant
- Current projects
  - Selection and Justification of Hydro-Morphodynamic Models using Information Theory: Active Learning on Surrogate Emulators (Research Grants)
  - Data-driven, long-term forecasting of water demand in the face of climate change (Research Grants)
  - Kolmogorov-Arnold-Wiener Finite Volume Neural Network: Learning Physics in Porous Media from Experimental Data (Research Grants)
- Completed projects
  - Surrogate-based active learning for parameter inference in geosciences via Bayesian sparse² multi-adaptivity enhanced by information theory (Research Grants)
As Project Head
- Current projects
  - Development and realisation of uncertainty-aware validation benchmarks (Collaborative Research Centres)
As Co-Investigator
- Completed projects
  - A hybrid stochastic-deterministic model calibration method with application to subsurface CO2 storage in geological formations (Research Grants)

Servicenavigation

Hauptnavigation

Professor Sergey Oladyshkin, Ph.D.

Additional Information

Servicenavigation

Hauptnavigation

Professor Sergey Oladyshkin, Ph.D.

Additional Information

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