My research activities focus on uncertainty quantification and (stochastic) optimization of energy systems, employing computationally-efficient surrogate models. In addition, I study the performance evaluation, life cycle assessment and optimization of various energy systems, including hydrogen-based systems, power-to-heat applications, micro gas turbines, and carbon capture, storage, and utilization systems under techno-economic and environmental uncertainty.