Lecture notes of the Inverse Problem course I taught in Cambridge (2018-2021, with Jonas Latz and Hanne Kekkonen) are available from the course web page.

I am co-supervising (with Matthias Ehrhardt) the PhD thesis of Amin Sabir. I am also supervising personal research projects of Veronica Raffettoand Harry Semple.

Here is the (possibly, out-of-date) list of students I supervised in the past.

  • T. Grossmann (University of Cambridge, 2028-2023).Next position: researcher at a medical imaging company in London
    “Deep learning approaches for PDE based image analysis and beyond”. PhD thesis.
  • L. Meng (University of Cambridge, 2022). Next position: PhD student at University of Copenhagen
    “Plug-and-Play regularisation for image reconstruction in lightsheet microscopy”. Summer research project. Co-supervision with Jerome Boulanger (MRC Laboratory of Molecular Biology) and Leila Muresan (Cambridge Advanced Imaging Centre);
  • D. Boutros, T. Gaskin, O. de Wit (University of Cambridge, 2022).
    “Physics-informed neural networks for finding weak solutions of PDEs”. Short research project within the course “From Computation to Information” for 1st year PhD students. Co-supervision with Lisa Kreusser (University of Bath);
  • E. Young, J. Wornbard (University of Cambridge, 2021). E. Young Next position: PhD student at University of Cambridge
    “Path detection in light microscopy images using optimal transport”. Summer research project. Co-supervision with Jerome Boulanger (MRC Laboratory of Molecular Biology), Marcello Carioni (University of Twente), and Leila Muresan (Cambridge Advanced Imaging Centre);
  • E. Redmond (University of Cambridge, 2019). Next position: PhD student at the University of York
    “Investigating the stability of image reconstruction networks using dynamical systems”. Summer research project. Co-supervision with Rihuan Ke (University of Cambridge) and Kostas Zygalakis (University of Edinburgh);
  • H. Kremer (University of Cambridge, 2018). Next position: PhD student at MPI Intelligent Systems, Tübingen
    “Deblurring with imperfectly known blurring kernels and applications in lightsheet microscopy”. Summer research project. Co-supervision with Leila Muresan (Cambridge Advanced Imaging Centre);
  • X. Wang, R. Velozo Ruiz (University of Cambridge, 2018). Continue at the University of Cambrudge
    “Data-driven nonsmooth optimisation”. Short research project within the course “From Computation to Information” for 1st year PhD students. Co-supervision with Ozan Öktem (KTH Stockholm);
  • C. Stollenwerk (University of Münster, 2018). Next position: consultant at Ernst&Young, Hamburg
    “Total Variation based regularisers for image reconstruction”. Masters thesis;
  • F. Kastner (University of Lübeck, 2017). Next position: PhD student at University of Lübeck
    “Non-parametric approaches to image reconstruction”. Bachelor thesis. Co-supervision with Jan Lellmann;
  • A. Gorokh (Moscow State University, 2015). Next position: PhD student at Cornell University
    “Diffusion tensor imaging with deterministic error bounds”. Graduate level research project. Co-supervision with Tuomo Valkonen.