Application of machine learning to reduce model uncertainty and enable resource-efficient design of flat slabs. In: REC 2026 - 11th International Workshop on Reliable Engineering Computing: Reliability Computations in a Data and Model-Driven World. TUDObooks; 2026:83-98. doi:10.17877/tudobooks-11.182