Information Theory for Fields

Denoising, deconvolving, and decomposing multi-domain photon observations. The D4PO algorithm

(2018) D. Pumpe et al.   ASTRONOMY & ASTROPHYSICS

Optimal Belief Approximation

(2017) Reimar Leike et al.   Entropy

Cosmic expansion history from SNe Ia data via information field theory: the charm code

(2017) Natàlia Porqueres et al.   ASTRONOMY & ASTROPHYSICS

RESOLVE: A new algorithm for aperture synthesis imaging of extended emission in radio astronomy

(2016) H. Junklewitz et al.   ASTRONOMY & ASTROPHYSICS

RESOLVE: A new algorithm for aperture synthesis imaging of extended emission in radio astronomy

(2016) H. Junklewitz et al.   ASTRONOMY & ASTROPHYSICS

A new approach to multifrequency synthesis in radio interferometry

(2015) H. Junklewitz et al.   ASTRONOMY & ASTROPHYSICS

Denoising, deconvolving, and decomposing photon observations

(2015) Marco Selig et al.   ASTRONOMY & ASTROPHYSICS

The denoised, deconvolved, and decomposedFermiγ-ray sky

(2015) Marco Selig et al.   ASTRONOMY & ASTROPHYSICS

A new approach to multifrequency synthesis in radio interferometry

(2015) H. Junklewitz et al.   ASTRONOMY & ASTROPHYSICS

Denoising, deconvolving, and decomposing photon observations

(2015) Marco Selig et al.   ASTRONOMY & ASTROPHYSICS

The denoised, deconvolved, and decomposedFermiγ-ray sky

(2015) Marco Selig et al.   ASTRONOMY & ASTROPHYSICS

NIFTY – Numerical Information Field Theory

(2013) M. Selig et al.   ASTRONOMY & ASTROPHYSICS

Information field dynamics for simulation scheme construction

(2013) Torsten A. Enßlin   PHYSICAL REVIEW E

Reconstruction of Gaussian and log-normal fields with spectral smoothness

(2013) Niels Oppermann et al.   PHYSICAL REVIEW E

Reconstruction of signals with unknown spectra in information field theory with parameter uncertainty

(2011) Torsten A. Enßlin et al.   PHYSICAL REVIEW D

Reconstructing signals from noisy data with unknown signal and noise covariance

(2011) Niels Oppermann et al.   PHYSICAL REVIEW E

Information field theory for cosmological perturbation reconstruction and nonlinear signal analysis

(2010) Torsten A. Enßlin et al.   PHYSICAL REVIEW D

Inference with minimal Gibbs free energy in information field theory

(2010) Torsten A. Enßlin et al.   PHYSICAL REVIEW E