Non-parametric Bayesian reconstruction of Galactic magnetic fields using Information Field Theory: The inclusion of line-of-sight information in ultra-high energy cosmic ray … A Tsouros, AB Bendre, G Edenhofer, T Enßlin, P Frank, M Mastorakis, ... arXiv preprint arXiv:2403.05531, 2024 | | 2024 |
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 |
Inferring Evidence from Nested Sampling Data via Information Field Theory M Westerkamp, J Roth, P Frank, W Handley, T Enßlin Physical Sciences Forum 9 (1), 19, 2023 | | 2023 |
Quantum Measurement and Objective Classical Reality V Johnson, P Frank, T Enßlin Physical Sciences Forum 9 (1), 16, 2023 | | 2023 |
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 |
Multicomponent imaging of the Fermi gamma-ray sky in the spatio-spectral domain LI Scheel-Platz, J Knollmüller, P Arras, P Frank, M Reinecke, D Jüstel, ... Astronomy & Astrophysics 680, A2, 2023 | 5 | 2023 |
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 | | 2023 |
A Parsec-Scale Galactic 3D Dust Map out to 1.25 kpc from the Sun G Edenhofer, C Zucker, P Frank, AK Saydjari, JS Speagle, D Finkbeiner, ... arXiv preprint arXiv:2308.01295, 2023 | | 2023 |
Attention to Entropic Communication T Enßlin, C Weidinger, P Frank arXiv preprint arXiv:2307.11423, 2023 | | 2023 |
Disentangling the Faraday rotation sky S Hutschenreuter, M Haverkorn, P Frank, NC Raycheva, TA Enßlin arXiv preprint arXiv:2304.12350, 2023 | | 2023 |
Butterfly Transforms for Efficient Representation of Spatially Variant Point Spread Functions in Bayesian Imaging V Eberle, P Frank, J Stadler, S Streit, T Enßlin Entropy 25 (4), 652, 2023 | 1 | 2023 |
Efficient Representations of Spatially Variant Point Spread Functions with Butterfly Transforms in Bayesian Imaging Algorithms V Eberle, P Frank, J Stadler, S Streit, T Enßlin Physical Sciences Forum 5 (1), 33, 2022 | 3 | 2022 |
Analysis of Dynamical Field Inference in a Supersymmetric Theory M Westerkamp, IV Ovchinnikov, P Frank, T Enßlin Physical Sciences Forum 5 (1), 27, 2022 | | 2022 |
Measurement in a Unitary World V Johnson, R Leike, P Frank, T Enßlin arXiv preprint arXiv:2212.03829, 2022 | 1 | 2022 |
Towards moment-constrained causal modeling M Guardiani, P Frank, A Kostić, T Enßlin Physical Sciences Forum 5 (1), 7, 2022 | 1 | 2022 |
Geometric Variational Inference and Its Application to Bayesian Imaging P Frank Physical Sciences Forum 5 (1), 6, 2022 | 2 | 2022 |
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 |
Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR) G Edenhofer, RH Leike, P Frank, TA Enßlin arXiv preprint arXiv:2206.10634, 2022 | 3 | 2022 |
The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates RH Leike, G Edenhofer, J Knollmüller, C Alig, P Frank, TA Enßlin arXiv preprint arXiv:2204.11715, 2022 | 3 | 2022 |