About Me

Hello, and welcome! I am a Postdoctoral researcher scientist working in the Rosseland Centre for Solar Physics at Oslo University.

My general areas of interest are Bayesian statistics, Deep Learning and Solar Physics. My research focuses on understanding solar phenomena and their origin through the analysis of spectropolarimetric observations. Thanks for stopping by!

News

• [September 23, 2024] New preprint: Spectral resolution effects on the information content in solar spectra [arXiv] [project].

• [September 8, 2024] New preprint: Exploring spectropolarimetric inversions using neural fields. Solar chromospheric magnetic field under the weak-field approximation [arXiv] [project].

• [March 27, 2023] Accepted paper: Designing wavelength sampling for Fabry-Pérot observations. Information-based spectral sampling [arXiv] [project].

• [March 22, 2022] Accepted paper: Bayesian Stokes inversion with Normalizing flows [arXiv] [project].

• [Feb 08, 2021] Accepted paper: An observationally-constrained model of strong magnetic reconnection in the solar chromosphere [arXiv] [project].

• [Aug 7, 2019] Accepted paper: Solar image denoising with convolutional neural networks [arXiv] [project].

• [May 20, 2019] Accepted paper: Stokes inversion based on convolutional neural networks [arXiv] [project].