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Matteo Guardiani
Matteo Guardiani
PhD Student, Max Planck Institute for Astrophysics & LMU Munich
Verified email at mpa-garching.mpg.de
Title
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Year
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
22024
Introducing LensCharm-A charming Bayesian strong lensing reconstruction framework
J Rüstig, M Guardiani, J Roth, P Frank, T Enßlin
Astronomy & Astrophysics 682, A146, 2024
12024
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
12023
Towards moment-constrained causal modeling
M Guardiani, P Frank, A Kostić, T Enßlin
Physical Sciences Forum 5 (1), 7, 2022
12022
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
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Articles 1–7