Research project DFG P-box fields
DFG 530326817 In modern engineering, structures are often designed to their performance limits, requiring the increasing use of uncertainty quantification (UQ) in computer-aided engineering. This is because [...] Random fields use probability theory to offer a comprehensive portrayal of spatial uncertainty, but require high spatial resolution data and replicated experiments, which can be costly and time-consuming to [...] with limited data, focusing solely on bounding the model's responses. However, this approach often requires discarding relevant information to conform to interval paradigms. Currently, there exists a significant …