Olga Mula

Hi there!

  • I am an Associate Professor at CASA, the mathematics Center for Analysis, Scientific Computing and Applications of TU Eindhoven.
  • I am in charge of a new group on Data-Driven Computational Science.

Open positions

Research interests

My research interests lie in the areas of numerical analysis, approximation theory, and machine learning. I like combining data of different nature such as sensor measurements and PDE models to solve problems, and I am particularly interested in the interplay between disciplines, where theory drives applications and applications influence theory development. My research activities include:
  • Approximation and Learning: model reduction, neural networks, tensor methods
  • Inverse Problems and Data Assimilation: optimal reconstruction schemes, sensor placement
  • Numerical Analysis of PDEs: numerical solution of kinetic models, a posteriori error estimation, domain decomposition
  • Applications: haemodynamics, pollution, epidemiology, nuclear engineering