Accurately tracking atmospheric greenhouse gases requires not only fast predictions but also reliable estimates of ...

Uncertainty quantification (UQ) is increasingly critical for modelling complex systems in which input parameters or environmental conditions vary unpredictably. Polynomial chaos methods offer a ...

Abstract: The increasing power of computing platforms and the recent advances in data science techniques have fostered the development of data-driven computational models of engineering systems with ...

Entity resolution (ER) aims to identify and match records referring to the same entity from multiple data sources, which is a ...

Entity resolution (ER) aims to identify and match records referring to the same entity from multiple data sources, which is a crucial task in data ...