معرفی
Sergey Oladyshkin is an Adjunct Professor and Deputy Department Head at the Department of Stochastic Simulation and Safety Research for Hydrosystems, part of the Institute for Modelling Hydraulic and Environmental Systems at the University of Stuttgart. His work focuses on uncertainty quantification (UQ), Bayesian methods, and computational modeling applied to environmental systems. Key areas include CO2 storage, groundwater contamination, and subsurface flow dynamics.
Research highlights include development of Bayesian active learning frameworks, surrogate modeling techniques, and hybrid approaches combining neural networks with physical models (e.g., Finite Volume Neural Networks). He has contributed to projects on radioactive waste repository safety, water distribution system reliability, and CO2 leakage risk assessment.
Publications emphasize methodological advances in polynomial chaos expansions, rare event simulation, and global sensitivity analysis. Notable collaborations involve institutions such as the German Research Center for Geosciences, RWTH Aachen University, and industry partners in water and energy sectors.
His interdisciplinary work bridges computational science, environmental engineering, and applied mathematics, with applications to climate change mitigation and sustainable resource management.
