Philipp Frank

About

Work

Stanford University
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KIPAC Fellow

US

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Max-Planck-Institut für Astrophysik
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Postdoctoral researcher

Germany

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Max-Planck-Institut für Astrophysik
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Phd Student

Germany

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Education

Ludwig-Maximilians-Universität München
Germany

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PhD

Ludwig-Maximilians-Universitat Munchen
Germany

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Master

Ludwig-Maximilians-Universität München
Germany

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Bachelor

Publications

Spatially coherent 3D distributions of HI and CO in the Milky Way

Published by

ASTRONOMY & ASTROPHYSICS

Summary

journal-article

Spatially coherent 3D distributions of HI and CO in the Milky Way

Published by

Astronomy & Astrophysics

Summary

journal-article

Towards a Field-Based Bayesian Evidence Inference from Nested Sampling Data

Published by

Entropy

Summary

journal-article

Towards a Field-Based Bayesian Evidence Inference from Nested Sampling Data

Published by

ENTROPY

Summary

journal-article

Disentangling the Faraday rotation sky

Published by

Astronomy & Astrophysics

Summary

journal-article

Disentangling the Faraday rotation sky

Published by

ASTRONOMY & ASTROPHYSICS

Summary

journal-article

Nonparametric Bayesian reconstruction of Galactic magnetic fields using information field theory

Published by

Astronomy & Astrophysics

Summary

journal-article

fast-resolve: Fast Bayesian radio interferometric imaging

Published by

Astronomy & Astrophysics

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journal-article

Attention to Entropic Communication

Published by

Annalen der Physik

Summary

journal-article

Re-Envisioning Numerical Information Field Theory (NIFTy.re): A Library for Gaussian Processes and Variational Inference

Published by

Journal of Open Source Software

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journal-article

A parsec-scale Galactic 3D dust map out to 1.25 kpc from the Sun

Published by

Astronomy & Astrophysics

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journal-article

Introducing LensCharm

Published by

Astronomy & Astrophysics

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journal-article

The first spatio-spectral Bayesian imaging of SN1006 in X-rays

Published by

Astronomy & Astrophysics

Summary

journal-article

Towards a Field-Based Bayesian Evidence Inference from Nested Sampling Data

Published by

Entropy

Summary

journal-article

Butterfly Transforms for Efficient Representation of Spatially Variant Point Spread Functions in Bayesian Imaging

Published by

Entropy

Summary

journal-article

Inferring Evidence from Nested Sampling Data via Information Field Theory

Summary

conference-paper

Inferring Evidence from Nested Sampling Data via Information Field Theory

Published by

Physical Sciences Forum

Summary

journal-article

Quantum Measurement and Objective Classical Reality

Summary

conference-paper

Quantum Measurement and Objective Classical Reality

Published by

Physical Sciences Forum

Summary

journal-article

Butterfly Transforms for Efficient Representation of Spatially Variant Point Spread Functions in Bayesian Imaging

Published by

Entropy

Summary

journal-article

Analysis of Dynamical Field Inference in a Supersymmetric Theory

Published by

Physical Sciences Forum

Summary

journal-article

Efficient Representations of Spatially Variant Point Spread Functions with Butterfly Transforms in Bayesian Imaging Algorithms

Summary

conference-paper

Efficient Representations of Spatially Variant Point Spread Functions with Butterfly Transforms in Bayesian Imaging Algorithms

Published by

Physical Sciences Forum

Summary

journal-article

Analysis of Dynamical Field Inference in a Supersymmetric Theory

Summary

conference-paper

Geometric Variational Inference and Its Application to Bayesian Imaging

Summary

conference-paper

Geometric Variational Inference and Its Application to Bayesian Imaging

Published by

Physical Sciences Forum

Summary

journal-article

Towards Moment-Constrained Causal Modeling

Summary

conference-paper

Towards Moment-Constrained Causal Modeling

Published by

Physical Sciences Forum

Summary

journal-article

Variable structures in M87* from space, time and frequency resolved interferometry

Published by

Nature Astronomy

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journal-article

Non-parametric Bayesian Causal Modeling of the SARS-CoV-2 Viral Load Distribution vs. Patient's Age

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preprint

Geometric Variational Inference

Published by

Entropy

Summary

journal-article

Geometric Variational Inference

Published by

Entropy

Summary

journal-article

Bayesian decomposition of the Galactic multi-frequency sky using probabilistic autoencoders

Published by

Astronomy & Astrophysics

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journal-article

Field Dynamics Inference for Local and Causal Interactions

Published by

Annalen der Physik

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journal-article

Reconstructing non-repeating radio pulses with Information Field Theory

Published by

Journal of Cosmology and Astroparticle Physics

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journal-article

Probabilistic Autoencoder Using Fisher Information

Published by

Entropy

Summary

journal-article

Probabilistic Autoencoder Using Fisher Information

Published by

Entropy

Summary

journal-article

Dynamical Field Inference and Supersymmetry

Published by

Entropy

Summary

journal-article

Dynamical Field Inference and Supersymmetry

Published by

Entropy

Summary

journal-article

M87* in space, time, and frequency

Summary

preprint

Probabilistic simulation of partial differential equations

Summary

preprint

Dynamical field inference and supersymmetry

Summary

preprint

Unified radio interferometric calibration and imaging with joint uncertainty quantification

Published by

Astronomy & Astrophysics

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journal-article

NIFTy 3 - Numerical Information Field Theory: A Python Framework for Multicomponent Signal Inference on HPC Clusters

Published by

Annalen der Physik

Summary

journal-article

Sharpening up Galactic all-sky maps with complementary data

Published by

Astronomy & Astrophysics

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journal-article

Separating diffuse from point-like sources - a Bayesian approach

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preprint

Field dynamics inference via spectral density estimation

Published by

Physical Review E

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journal-article

SOMBI: Bayesian identification of parameter relations in unstructured cosmological data

Published by

Astronomy & Astrophysics

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journal-article