Research Interests
My research interests focus on the field of inverse problems, particularly the stability issue for inverse boundary value problems, regularization theory for inverse problems with insight from wavelet theory and operator learning. I have worked with X-ray tomography and realised a didactical laboratory called Archeolab together with Axel Kittenberger and Otmar Scherzer whose focus is to teach X-ray tomography via an innovative Archeological challenge using optical tomography.
I am interested in Machine Learning, Deep Learning and their applications in imaging science.
Bio
In 2018 I have completed my Bachelor's thesis under the supervision of prof. Giovanni Alessandrini on the uniqueness issue in inverse Sturm-Liouville problems, and in 2020 the Master's thesis under the supervision of prof. Giovanni Landi on the theory of Lie groups and Lie groupoids.
From 2020 to 2024 I have pursued a doctoral degree in Mathematics under the supervision of prof. Eva Sincich from the University of Trieste and prof. Romina Gaburro from the University of Limerick. The thesis "Stability estimates for some anisotropic inverse problems" can be found here.
Upon the completion of the doctoral degree, I decided to move to Vienna to start my Postdoctoral Research at the Computational Science Center at the University of Vienna in the group lead by Professor Otmar Scherzer. I have been appointed as Scientific Coordinator in the SFB project "Tomography across the Scales".