Cover Image

Inferring Evidence from Nested Sampling Data via Information Field Theory

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Westerkamp, Margret, Roth, Jakob, Frank, Philipp, Handley, Will, Enßlin, Torsten
Format:	Preprint
Published:	2023
Subjects:	Computational Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards a Field Based Bayesian Evidence Inference from Nested Sampling Data
by: Westerkamp, Margret, et al.
Published: (2024)

J-UBIK: The JAX-accelerated Universal Bayesian Imaging Kit
by: Eberle, Vincent, et al.
Published: (2024)

Latent-space Field Tension for Astrophysical Component Detection An application to X-ray imaging
by: Guardiani, Matteo, et al.
Published: (2025)

Re-Envisioning Numerical Information Field Theory (NIFTy.re): A Library for Gaussian Processes and Variational Inference
by: Edenhofer, Gordian, et al.
Published: (2024)

The Universal Bayesian Imaging Kit
by: Enßlin, Torsten, et al.
Published: (2025)

Electric Field Reconstruction with Information Field Theory
by: Strähnz, Simon, et al.
Published: (2024)

Information Field Theory -- Concepts, Applications, and AI-Perspective
by: Enßlin, Torsten
Published: (2025)

First spatio-spectral Bayesian imaging of SN1006 in X-ray
by: Westerkamp, Margret, et al.
Published: (2023)

Bayesian Multi-wavelength Imaging of the LMC SN1987A with SRG/eROSITA
by: Eberle, Vincent, et al.
Published: (2024)

Nested Slice Sampling: Vectorized Nested Sampling for GPU-Accelerated Inference
by: Yallup, David, et al.
Published: (2026)

Quantum Measurement and Objective Classical Reality
by: Johnson, Vishal, et al.
Published: (2023)

Information Field Theory with JAX infers Air Shower Electric Currents from Antenna Signal Traces
by: Straub, Maximilian, et al.
Published: (2025)

Correlation as a Resource in Unitary Quantum Measurements
by: Johnson, Vishal, et al.
Published: (2022)

Surface Phase Diagrams from Nested Sampling
by: Yang, Mingrui, et al.
Published: (2023)

Nested Sampling for Exploring Lennard-Jones Clusters
by: Maillard, Lune, et al.
Published: (2025)

aim-resolve: Automatic Identification and Modeling for Bayesian Radio Interferometric Imaging
by: Fuchs, Richard, et al.
Published: (2025)

DeepLight: A Sobolev-trained Image-to-Image Surrogate Model for Light Transport in Tissue
by: Haim, Philipp, et al.
Published: (2026)

Collisionless relaxation as the origin of the anisotropic, non-thermal, and multi-temperature momentum distributions observed in space plasmas
by: Enßlin, Torsten, et al.
Published: (2026)

Quantifying Imperfect Cognition Via Achieved Information Gain
by: Torsten Enßlin
Published: (2025)

Nested Sampling for ARIMA Model Selection in Astronomical Time-Series Analysis
by: Naik, Ajinkya, et al.
Published: (2025)

Attention to Entropic Communication
by: Enßlin, Torsten, et al.
Published: (2023)

Attention to Entropic Communication
by: Torsten Enßlin, et al.
Published: (2024)

Quantifying imperfect cognition via achieved information gain
by: Enßlin, Torsten
Published: (2025)

Bayesian Imaging of Interferometric Data from Polarized Electromagnetic Signals
by: Arras, Philipp, et al.
Published: (2025)

fast-resolve: Fast Bayesian Radio Interferometric Imaging
by: Roth, Jakob, et al.
Published: (2024)

Information Field Theory based Event Reconstruction for Cosmic Ray Radio Detectors
by: Strähnz, Simon, et al.
Published: (2025)

Scalable Generative Sampling and Multilevel Estimation for Lattice Field Theories Near Criticality
by: Singha, A., et al.
Published: (2026)

Parallel Writing of Nested Data in Columnar Formats
by: Hahnfeld, Jonas, et al.
Published: (2024)

$\texttt{unimpeded}$: A Public Nested Sampling Database for Bayesian Cosmology
by: Ong, Dily Duan Yi, et al.
Published: (2025)

Non-parametric Bayesian reconstruction of Galactic magnetic fields using Information Field Theory: The inclusion of line-of-sight information in ultra-high energy cosmic ray backtracking
by: Tsouros, Alexandros, et al.
Published: (2024)

Parallel Nested Slice Sampling for Gravitational Wave Parameter Estimation
by: Yallup, David, et al.
Published: (2025)

Mass Manipulation in Simulated Social Networks: Dominating vs. Diversifying Attention
by: Kainz, Viktoria, et al.
Published: (2026)

école polytechnique (1990), three excerpts
by: Westerkamp, Hildegard
Published: (2025)

unimpeded: A Public Grid of Nested Sampling Chains for Cosmological Model Comparison and Tension Analysis
by: Ong, Dily Duan Yi, et al.
Published: (2025)

Open-Closed String Field Theory from Calabi-Yau Categories and its Applications to Enumerative Geometry
by: Ulmer, Jakob
Published: (2026)

Differentiable Rotamer Sampling with Molecular Force Fields
by: Sha, Congzhou M., et al.
Published: (2023)

Density-Matrix Mean-Field Theory
by: Zhang, Junyi, et al.
Published: (2024)

Automated and Computerized Information Services for Libraries.
by: Handley, Lee
Published: (1976)

On the Calculation of Pressure Derivatives in Mean-Field Thermal Field Theories
by: Gholami, Hosein
Published: (2025)

Grading the Unspoken: Evaluating Tacit Reasoning in Quantum Field Theory and String Theory with LLMs
by: Yu, Xingyang, et al.
Published: (2026)