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

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

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

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 ...

This conference is being held in cooperation with the American Statistical Association (ASA) and GAMM Activity Group on Uncertainty Quantification (GAMM AG UQ). Uncertainty quantification (UQ) is ...

Subsurface reservoir engineering has become increasingly pivotal as the world intensifies its focus on sustainable energy systems and effective resource ...

Elemental concentration analysis of different water resources is widely used in various scientific studies because it provides valuable information. The elemental concentrations are analyzed by ...

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 ...