List of works - Philipp Frank

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

scientific article published in May 2024

Analysis of Dynamical Field Inference in a Supersymmetric Theory

scientific article published on 12 December 2022

Attention to Entropic Communication

scientific article published on 17 April 2024

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

scientific article published in June 2021

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

scientific article published on 13 April 2023

Disentangling the Faraday rotation sky

scientific article published in October 2024

Dynamical Field Inference and Supersymmetry

scientific article published on 8 December 2021

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

scientific article published on 14 December 2022

Field Dynamics Inference for Local and Causal Interactions

scientific article published in 2021

Field dynamics inference via spectral density estimation

scientific article published on 3 November 2017

Geometric Variational Inference

scientific article published on 2 July 2021

Geometric Variational Inference and Its Application to Bayesian Imaging

scientific article published on 2 November 2022

Inferring Evidence from Nested Sampling Data via Information Field Theory

scientific article published on 13 December 2023

Introducing LensCharm

scientific article published in February 2024

NIFT<scp>y</scp> 3 - Numerical Information Field Theory: A Python Framework for Multicomponent Signal Inference on HPC Clusters

scientific article published in 2019

Nonparametric Bayesian reconstruction of Galactic magnetic fields using information field theory

scientific article published in October 2024

Probabilistic Autoencoder Using Fisher Information

scientific article published on 6 December 2021

Quantum Measurement and Objective Classical Reality

scientific article published on 6 December 2023

Radiomic Analysis using Density Threshold for FDG-PET/CT-Based N-Staging in Lung Cancer Patients

scientific article

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

scientific article published on 15 June 2024

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

scientific article published in January 2025

Towards Moment-Constrained Causal Modeling

scientific article published on 2 November 2022

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

scientific article published on 30 October 2024

Unified radio interferometric calibration and imaging with joint uncertainty quantification

scholarly article

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

scholarly article published on 3 January 2022

fast-resolve: Fast Bayesian radio interferometric imaging

scientific article published in October 2024

List of works by Philipp Frank

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

Analysis of Dynamical Field Inference in a Supersymmetric Theory

Attention to Entropic Communication

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

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

Disentangling the Faraday rotation sky

Dynamical Field Inference and Supersymmetry

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

Field Dynamics Inference for Local and Causal Interactions

Field dynamics inference via spectral density estimation

Geometric Variational Inference

Geometric Variational Inference and Its Application to Bayesian Imaging

Inferring Evidence from Nested Sampling Data via Information Field Theory

Introducing LensCharm

NIFT<scp>y</scp> 3 - Numerical Information Field Theory: A Python Framework for Multicomponent Signal Inference on HPC Clusters

Nonparametric Bayesian reconstruction of Galactic magnetic fields using information field theory

Probabilistic Autoencoder Using Fisher Information

Quantum Measurement and Objective Classical Reality

Radiomic Analysis using Density Threshold for FDG-PET/CT-Based N-Staging in Lung Cancer Patients

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

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

Towards Moment-Constrained Causal Modeling

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

Unified radio interferometric calibration and imaging with joint uncertainty quantification

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

fast-resolve: Fast Bayesian radio interferometric imaging

Über die Transformation der Raumzeitkoordinaten von ruhenden auf bewegte Systeme