Inverse problems

Towards robust separation of the cosmological 21-cm signal: structured modeling, regularization, and Bayesian inference

An independent research proposal on robust cosmological 21-cm signal separation using GPR and ML-GPR, structured contaminant models, and Bayesian inference.

Tomographic reconstruction for 3-photon imaging based on hybrid PET/Compton cameras

PhD thesis on statistical tomographic reconstruction for 3-photon imaging and hybrid PET/Compton cameras, with application to the XEMIS2 system.

Research

Inverse problems, statistical reconstruction, optimization and Monte Carlo modelling.