Conveners
CONTRIBUTED Modelling 1
- Xavier Tort-Martorell (UPC Universitat Politécnica de Catalunya, Barcelona Tech)
Regression models have become increasingly important in a range of scientific fields, but accurate parameter estimation is crucial for their use. One issue that has recently emerged in this area is the estimation of parameters in linear or generalized linear models when additional information about the parameters limits their possible values. One issue that has recently emerged in this area is...
Numerical models have become essential tools to study complex physical systems. The accuracy and robustness of their predictions is generally affected by different sources of uncertainty (numerical, epistemic). In this work, we deal with parameter uncertainty of multiphysics simulation consisting of several numerical models from different physics which are coupled with one another. Our...
The observed traffic at a particular point on a telecommunications network typically has a similar shape from day to day due to customer behaviours, and so it is natural to adopt a functional data paradigm to describe its structure. However in some instances one can observe a deviation from this typical functional form of the data. Such deviations, which we call anomalies, are potentially of...