Causal, Bayesian, & non-parametric modeling of the SARS-CoV-2 viral load distribution vs. patient’s age M Guardiani, P Frank, A Kostić, G Edenhofer, J Roth, B Uhlmann, T Enßlin Plos one 17 (10), e0275011, 2022 | 8* | 2022 |
Re-Envisioning Numerical Information Field Theory (NIFTy. re): A Library for Gaussian Processes and Variational Inference G Edenhofer, P Frank, J Roth, RH Leike, M Guerdi, LI Scheel-Platz, ... arXiv preprint arXiv:2402.16683, 2024 | 2 | 2024 |
Introducing LensCharm-A charming Bayesian strong lensing reconstruction framework J Rüstig, M Guardiani, J Roth, P Frank, T Enßlin Astronomy & Astrophysics 682, A146, 2024 | 1 | 2024 |
First spatio-spectral Bayesian imaging of SN1006 in X-ray M Westerkamp, V Eberle, M Guardiani, P Frank, L Platz, P Arras, ... arXiv preprint arXiv:2308.09176, 2023 | 1 | 2023 |
Towards moment-constrained causal modeling M Guardiani, P Frank, A Kostić, T Enßlin Physical Sciences Forum 5 (1), 7, 2022 | 1 | 2022 |
DENSe: Bayesian density estimation for Poisson data G Edenhofer, TA Ensslin, P Frank, M Guardiani, J Roth Astrophysics Source Code Library, ascl: 2312.004, 2023 | | 2023 |
Conduction and chaotic dynamics M Guardiani | | |