166 citations · 414 across the 20 of their papers we have counts for
20 papers
First spatio-spectral Bayesian imaging of SN1006 in X-ray
Margret Westerkamp, Vincent Eberle, Matteo Guardiani +6
Supernovae are an important source of energy in the interstellar medium. Young remnants of supernovae have a peak emission in the X-ray region, making them interesting objects for…
A parsec-scale Galactic 3D dust map out to 1.25 kpc from the Sun
Gordian Edenhofer, Catherine Zucker, Philipp Frank +4
High-resolution 3D maps of interstellar dust are critical for probing the underlying physics shaping the structure of the interstellar medium, and for foreground correction of astr…
Attention to Entropic Communication
Torsten Enßlin, Carolin Weidinger, Philipp Frank
The concept of attention, numerical weights that emphasize the importance of particular data, has proven to be very relevant in artificial intelligence. Relative entropy (RE, aka K…
Disentangling the Faraday rotation sky
Sebastian Hutschenreuter, Marijke Haverkorn, Philipp Frank +2
Magnetic fields permeate the diffuse interstellar medium (ISM) of the Milky Way, and are essential to explain the dynamical evolution and current shape of the Galaxy. Magnetic fiel…
Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR)
Gordian Edenhofer, Reimar H. Leike, Philipp Frank +1
Gaussian Processes (GPs) are highly expressive, probabilistic models. A major limitation is their computational complexity. Naively, exact GP inference requires …
The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates
R. H. Leike, G. Edenhofer, J. Knollmüller +3
Knowing the Galactic 3D dust distribution is relevant for understanding many processes in the interstellar medium and for correcting many astronomical observations for dust absorpt…