Position: PhD position in "Statistical Methods for Geosciences" in Mathematical Models and Methods in Engineering.

Institution:  Department of Mathematics, Politecnico di Milano, Milan, Italy.

Duration: 3 years, beginning November 1, 2014.

Monthly net income: 1.200 euro.

Deadline for applications: 14:00 (GMT+1:00), May 23, 2014.

Details for applications: please click here.

Motivations and objectives of the research in this field: Problems characterized by high-dimensional and complex data have become more and more common in engineering. Due to their complexity, in many situations these data contain redundant information since their underlying structure may involve only a reduced number of relevant features. This research aims at developing new methods for the detection of suitable subspaces where data (possibly spatially-dependent) can be represented, interpreted and analyzed. The interest extends also to the identification of suitable basis, which should capture the relevant geophysical features of the phenomenon under study and allow for computationally efficient statistical analysis.

Methods and techniques that will be developed and used to carry out the research: The PhD program aims at training young researchers by providing them with a strong mathematical background and with ability to apply their knowledge to the solution of real-world problems in the areas of Statistics and Scientific Computing.

Educational objectives: The PhD students carry their research both in the development of new mathematical methods and in the implementation and improvement of advanced techniques in connection with specific contexts and applications. Further information can be obtained by consulting the dedicated website http://www.mate.polimi.it/dottorato