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Re-Envisioning Numerical Information Field Theory
(NIFTy.re): A Library for Gaussian Processes and Variational
Inference
Gordian Edenhofer, Philipp Frank, Jakob Roth, Reimar H. Leike, Massin Guerdi, Lukas I. Scheel-Platz, Matteo Guardiani, Vincent Eberle, Margret Westerkamp and Torsten A. Enßlin Journal of Open Source Software 9(98) 6593 (2024) https://doi.org/10.21105/joss.06593
Enhancing CMB map reconstruction and power spectrum estimation with convolutional neural networks
The SN 2023ixf Progenitor in M101. I. Infrared Variability
Monika D. Soraisam, Tamás Szalai, Schuyler D. Van Dyk, Jennifer E. Andrews, Sundar Srinivasan, Sang-Hyun Chun, Thomas Matheson, Peter Scicluna and Diego A. Vasquez-Torres The Astrophysical Journal 957(2) 64 (2023) https://doi.org/10.3847/1538-4357/acef22
Multicomponent imaging of the Fermi gamma-ray sky in the spatio-spectral domain
Variability of Massive Stars in M31 from the Palomar Transient Factory
Monika D. Soraisam, Lars Bildsten, Maria R. Drout, Thomas A. Prince, Thomas Kupfer, Frank Masci, Russ R. Laher and Shrinivas R. Kulkarni The Astrophysical Journal 893(1) 11 (2020) https://doi.org/10.3847/1538-4357/ab7b7b
NIFTy 3 – Numerical Information Field Theory: A Python Framework for Multicomponent Signal Inference on HPC Clusters
Theo Steininger, Jait Dixit, Philipp Frank, Maksim Greiner, Sebastian Hutschenreuter, Jakob Knollmüller, Reimar Leike, Natalia Porqueres, Daniel Pumpe, Martin Reinecke, Matevž Šraml, Csongor Varady and Torsten Enßlin Annalen der Physik 531(3) (2019) https://doi.org/10.1002/andp.201800290
Variability of Red Supergiants in M31 from the Palomar Transient Factory
Monika D. Soraisam, Lars Bildsten, Maria R. Drout, Evan B. Bauer, Marat Gilfanov, Thomas Kupfer, Russ R. Laher, Frank Masci, Thomas A. Prince, Shrinivas R. Kulkarni, Thomas Matheson and Abhijit Saha The Astrophysical Journal 859(1) 73 (2018) https://doi.org/10.3847/1538-4357/aabc59
On the non-Poissonian repetition pattern of FRB121102
Niels Oppermann, Hao-Ran Yu and Ue-Li Pen Monthly Notices of the Royal Astronomical Society 475(4) 5109 (2018) https://doi.org/10.1093/mnras/sty004
IMAGINE: a comprehensive view of the interstellar medium, Galactic magnetic fields and cosmic rays
Characterizing riverbed sediment using high-frequency acoustics: 1. Spectral properties of scattering
D. Buscombe, P. E. Grams and M. A. Kaplinski Journal of Geophysical Research: Earth Surface 119(12) 2674 (2014) https://doi.org/10.1002/2014JF003189
Generic inference of inflation models by non-Gaussianity and primordial power spectrum reconstruction
Sebastian Dorn, Erandy Ramirez, Kerstin E. Kunze, Stefan Hofmann and Torsten A. Enßlin Journal of Cosmology and Astroparticle Physics 2014(06) 048 (2014) https://doi.org/10.1088/1475-7516/2014/06/048
Bayesian CMB foreground separation with a correlated log-normal model