Cover Image

A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Albert, Joshua, Balazs, Csaba, Fowlie, Andrew, Handley, Will, Hunt-Smith, Nicholas, de Austri, Roberto Ruiz, White, Martin
Format:	Preprint
Published:	2024
Subjects:	High Energy Physics - Phenomenology Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cosmological phase transitions: from perturbative particle physics to gravitational waves
by: Athron, Peter, et al.
Published: (2023)

Global fits and the search for new physics: past, present and future
by: Athron, Peter, et al.
Published: (2025)

Supercool subtleties of cosmological phase transitions
by: Athron, Peter, et al.
Published: (2022)

The Bayes factor surface for searches for new physics
by: Fowlie, Andrew
Published: (2024)

PhaseTracer2: from the effective potential to gravitational waves
by: Athron, Peter, et al.
Published: (2024)

DeepSSM: an emulator of gravitational wave spectra from sound waves during cosmological first-order phase transitions
by: Tian, Chi, et al.
Published: (2025)

A Primer on Dark Matter
by: Balazs, Csaba, et al.
Published: (2024)

Self-consistent prediction of gravitational waves from cosmological phase transitions
by: Wang, Xiao, et al.
Published: (2024)

It's all in your head -- fine-tuning arguments do not require aleatoric uncertainty
by: Fowlie, Andrew
Published: (2026)

Gravitational waves from cosmological first-order phase transitions with precise hydrodynamics
by: Tian, Chi, et al.
Published: (2024)

Attention to the strengths of physical interactions: Transformer and graph-based event classification for particle physics experiments
by: Builtjes, Luc, et al.
Published: (2022)

New vacuum stability limit from cosmological history
by: Balázs, Csaba, et al.
Published: (2023)

stanhf: HistFactory models in the probabilistic programming language Stan
by: Fowlie, Andrew
Published: (2025)

On Finite Temperature Quantum Field Theory: From Theoretical Foundations To Electroweak Phase Transition
by: Aboudonia, Mohamed, et al.
Published: (2025)

Investigating the Electroweak Phase Transition with a Real Scalar Singlet at a Muon Collider
by: Aboudonia, Mohamed, et al.
Published: (2024)

Hits to Higgs: Hit-Level Higgs Classification from Raw LHC Detector Data Using Higgsformer
by: Caron, Sascha, et al.
Published: (2025)

Gravitational Wave Signals From Early Matter Domination: Interpolating Between Fast and Slow Transitions
by: Pearce, Matthew, et al.
Published: (2023)

Using Gravitational Wave Signals to Disentangle Early Matter Dominated Epochs
by: Pearce, Matthew, et al.
Published: (2025)

Precise interpretations of traditional fine-tuning measures
by: Fowlie, Andrew, et al.
Published: (2024)

Bring the noise: exact inference from noisy simulations in collider physics
by: Chang, Christopher, et al.
Published: (2025)

Machine Learning Left-Right Breaking from Gravitational Waves
by: Searle, William, et al.
Published: (2025)

How large are curvature perturbations from slow first-order phase transitions? A gauge-invariant analysis
by: Wang, Xiao, et al.
Published: (2026)

A Robust Determination of Antinuclei Production from Dark Matter via Weakly Decaying Beauty Hadrons
by: Di Mauro, Mattia, et al.
Published: (2025)

Masked-Token Prediction for Anomaly Detection at the Large Hadron Collider
by: Visive, Ambre, et al.
Published: (2026)

Event Tokenization and Masked-Token Prediction for Anomaly Detection at the Large Hadron Collider
by: Visive, Ambre, et al.
Published: (2025)

Nailing down the theoretical uncertainties of $\overline{\rm D}$ spectrum produced from dark matter
by: Di Mauro, Mattia, et al.
Published: (2024)

Cosmological gravitational particle production and its implications for cosmological relics
by: Kolb, Edward W., et al.
Published: (2023)

PolyStan: PolyChord nested sampling and Bayesian evidences for Stan models
by: Fowlie, Andrew
Published: (2025)

Quantum algorithms in particle physics
by: Rodrigo, Germán
Published: (2024)

Particle physics and cosmology intertwined
by: Nath, Pran
Published: (2024)

CosmiXs: Improved spectra for dark matter indirect detection
by: Arina, Chiara, et al.
Published: (2025)

Consistency of standard cosmologies using Bayesian model comparison and tension quantification
by: Hergt, Lukas Tobias, et al.
Published: (2026)

Enabling stable preservation of ML algorithms in high-energy physics with petrifyML
by: Buckley, Andy, et al.
Published: (2025)

Insights into Dark Matter Direct Detection Experiments: Decision Trees versus Deep Learning
by: Lopez-Fogliani, Daniel E., et al.
Published: (2024)

Universal Anomaly Detection at the LHC: Transforming Optimal Classifiers and the DDD Method
by: Caron, Sascha, et al.
Published: (2024)

Resonant or asymmetric: The status of sub-GeV dark matter
by: Balan, Sowmiya, et al.
Published: (2024)

DAMA/LIBRA and dark matter: decisive tension or contrived cancellation
by: Busoni, Giorgio, et al.
Published: (2025)

Can supercooled phase transitions explain the gravitational wave background observed by pulsar timing arrays?
by: Athron, Peter, et al.
Published: (2023)

A case study of sending graph neural networks back to the test bench for applications in high-energy particle physics
by: Pfeffer, Emanuel, et al.
Published: (2024)

A general algorithm to build real-radiation antenna functions for higher-order calculations
by: Braun-White, Oscar, et al.
Published: (2023)