Follow
Philipp Frank
Philipp Frank
Postdoctoral Researcher at Max-Planck-Institute for Astrophysics
Verified email at mpa-garching.mpg.de - Homepage
Title
Cited by
Year
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
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
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
52023
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
12023
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
32022
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
12022
Towards moment-constrained causal modeling
M Guardiani, P Frank, A Kostić, T Enßlin
Physical Sciences Forum 5 (1), 7, 2022
12022
Geometric Variational Inference and Its Application to Bayesian Imaging
P Frank
Physical Sciences Forum 5 (1), 6, 2022
22022
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
32022
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
32022
The system can't perform the operation now. Try again later.
Articles 1–20