Post-doc
Open positions
Inverse Problems and Machine Learning
Type
Post-doc position
Supervisors
About
We are looking for one postdoc in Applied Mathematics at the Department of Mathematics. The main research themes will be inverse problems and machine learning. In particular, the aim of the project will be to develop innovative techniques to solve inverse problems using generative models. Candidates who are familiar with one or more of these topics are encouraged to apply.
The start of the position is flexible, from December 2023, and the duration of the contract is 2 years, and renewable for up to 3 years. The postdoc salary varies depending on experience and is commensurate to international standards.
Perspective candidates should make an expression of interest before 2023-09-30.
Compressed sensing for nonlinear inverse problems
Type
Post-doc position
Supervisors
-
Clarice Poon - University of Warwick - clarice.poon@warwick.ac.uk
About
We are looking for one postdoc in Applied Mathematics at the Department of Mathematics. The main research themes will be compressed sensing and optimization for PDE related inverse problems. In particular, the aim of the project will be to derive optimal sample complexity results for certain nonlinear inverse problems modelled by PDEs. There is also scope for the development of novel optimization methods. Candidates who are familiar with one or more of these topics are encouraged to apply.
This project will be co-supervised by Clarice Poon (University of Warwick). We expect frequent visits of Clarice Poon to Genoa and of the postdoc to Warwick. The position is funded by the ERC Starting Grant SAMPDE.
The start of the position is flexible, from January 2024, and the duration of the contract is 2 years, and renewable for up to 3 years. The postdoc salary varies depending on experience and is commensurate to international standards.
Perspective candidates should make an expression of interest before 2023-09-30.