Publikationen von Philipp Frank
Alle Typen
Zeitschriftenartikel (11)
1.
Zeitschriftenartikel
2022 (2022)
Variable structures in M87(star) from space, time and frequency resolved interferometry. Nature astronomy 2.
Zeitschriftenartikel
23 (12), 1640 (2021)
Probabilistic autoencoder using Fisher information. Entropy 3.
Zeitschriftenartikel
23 (7), 853 (2021)
Geometric variational inference. Entropy 4.
Zeitschriftenartikel
650, A100 (2021)
Bayesian decomposition of the Galactic multi-frequency sky using probabilistic autoencoders. Astronomy and Astrophysics 5.
Zeitschriftenartikel
533, 2000486 (2021)
Field dynamics inference for local and causal interactions. Annalen der Physik 6.
Zeitschriftenartikel
627, A134 (2019)
Unified radio interferometric calibration and imaging with joint uncertainty quantification. Astronomy and Astrophysics 7.
Zeitschriftenartikel
531 (3), 1800290 (2019)
NIFTy 3 – Numerical Information Field Theory: A Python framework for multicomponent signal inference on HPC clusters. Annalen der Physik 8.
Zeitschriftenartikel
620, A64 (2018)
Sharpening up Galactic all-sky maps with complementary data - A machine learning approach. Astronomy and Astrophysics 9.
Zeitschriftenartikel
96 (5), 052104 (2017)
Field dynamics inference via spectral density estimation. Physical Review E 10.
Zeitschriftenartikel
595, A75, S. 1 - 18 (2016)
SOMBI: Bayesian identification of parameter relations in unstructured cosmological data. Astronomy & Astrophysics 11.
Zeitschriftenartikel
595, A75, S. 1 - 18 (2016)
SOMBI: Bayesian identification of parameter relations in unstructured cosmological data. Astronomy & Astrophysics Hochschulschrift - Doktorarbeit (1)
12.
Hochschulschrift - Doktorarbeit
Approximate inference in astronomy. Dissertation, 166 S., Ludwig Maximilians Universität München, München, Germany (2021)