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)