Browsing by Author "Lau F.D.-H."

Now showing items 1-2 of 2

    • The role of statistics in data-centric engineering 

      Lau F.D.-H.; Adams N.M.; Girolami M.A.; Butler L.J.; Elshafie M.Z.E.B. ( Elsevier B.V. , 2018 , Article)
      We explore the role of statistics for Big Data analysis arising from the emerging field of Data-Centric Engineering. Using examples related to sensor-instrumented bridges, we highlight a number of issues and challenges. ...

    • The synthesis of data from instrumented structures and physics-based models via Gaussian processes 

      Gregory A.; Lau F.D.-H.; Girolami M.; Butler L.J.; Elshafie M.Z.E.B. ( Academic Press Inc. , 2019 , Article)
      At the heart of structural engineering research is the use of data obtained from physical structures such as bridges, viaducts and buildings. These data can represent how the structure responds to various stimuli over time ...