Advancing Tools for Simulation-Based Inference
Fuente:
arXiv
Saved in:
| Main Authors: | Bahl, Henning, Bresó, Victor, De Crescenzo, Giovanni, Plehn, Tilman |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
$\mathcal{CP}$-Analyses with Symbolic Regression
by: Bahl, Henning, et al.
Published: (2025)
by: Bahl, Henning, et al.
Published: (2025)
Unbinning global LHC analyses
by: Bahl, Henning, et al.
Published: (2025)
by: Bahl, Henning, et al.
Published: (2025)
A Lorentz-Equivariant Transformer for All of the LHC
by: Brehmer, Johann, et al.
Published: (2024)
by: Brehmer, Johann, et al.
Published: (2024)
Amplitude Uncertainties Everywhere All at Once
by: Bahl, Henning, et al.
Published: (2025)
by: Bahl, Henning, et al.
Published: (2025)
The Physics Behind ML-based Quark-Gluon Taggers
by: Vent, Sophia, et al.
Published: (2025)
by: Vent, Sophia, et al.
Published: (2025)
Economical Jet Taggers -- Equivariant, Slim, and Quantized
by: Petitjean, Antoine, et al.
Published: (2025)
by: Petitjean, Antoine, et al.
Published: (2025)
How to Trust Learned Loop Amplitudes
by: Bahl, Henning, et al.
Published: (2026)
by: Bahl, Henning, et al.
Published: (2026)
Simulation-Prior Independent Neural Unfolding Procedure
by: Butter, Anja, et al.
Published: (2025)
by: Butter, Anja, et al.
Published: (2025)
Unfolding without Iterations, Adversaries, or Surrogates
by: Ore, Ayodele, et al.
Published: (2026)
by: Ore, Ayodele, et al.
Published: (2026)
Topportunities at the LHC: Rare Top Decays with Light Singlets
by: Bahl, Henning, et al.
Published: (2023)
by: Bahl, Henning, et al.
Published: (2023)
Differentiable MadNIS-Lite
by: Heimel, Theo, et al.
Published: (2024)
by: Heimel, Theo, et al.
Published: (2024)
Accurate Surrogate Amplitudes with Calibrated Uncertainties
by: Bahl, Henning, et al.
Published: (2024)
by: Bahl, Henning, et al.
Published: (2024)
Classifying the CP properties of the ggH coupling in H+2j production
by: Bahl, Henning, et al.
Published: (2023)
by: Bahl, Henning, et al.
Published: (2023)
EFT analysis of New Physics at COHERENT
by: Bresó-Pla, Víctor, et al.
Published: (2023)
by: Bresó-Pla, Víctor, et al.
Published: (2023)
How to Unfold Top Decays
by: Favaro, Luigi, et al.
Published: (2025)
by: Favaro, Luigi, et al.
Published: (2025)
Forecasting Generative Amplification
by: Bahl, Henning, et al.
Published: (2025)
by: Bahl, Henning, et al.
Published: (2025)
Explicit or Implicit? Encoding Physics at the Precision Frontier
by: Breso-Pla, Victor, et al.
Published: (2026)
by: Breso-Pla, Victor, et al.
Published: (2026)
Generative Unfolding of Jets and Their Substructure
by: Petitjean, Antoine, et al.
Published: (2025)
by: Petitjean, Antoine, et al.
Published: (2025)
The MadNIS Reloaded
by: Heimel, Theo, et al.
Published: (2023)
by: Heimel, Theo, et al.
Published: (2023)
MadNIS at NLO
by: De Crescenzo, Giovanni, et al.
Published: (2026)
by: De Crescenzo, Giovanni, et al.
Published: (2026)
Scaling laws for amplitude surrogates
by: Bahl, Henning, et al.
Published: (2026)
by: Bahl, Henning, et al.
Published: (2026)
Lorentz-Equivariance without Limitations
by: Favaro, Luigi, et al.
Published: (2025)
by: Favaro, Luigi, et al.
Published: (2025)
Anomalies, Representations, and Self-Supervision
by: Dillon, Barry M., et al.
Published: (2023)
by: Dillon, Barry M., et al.
Published: (2023)
Towards Precise Simulations and Inference for the Neutron EDM
by: Degenkolb, Skyler, et al.
Published: (2025)
by: Degenkolb, Skyler, et al.
Published: (2025)
Constraining the Higgs Potential with Neural Simulation-based Inference for Di-Higgs Production
by: Mastandrea, Radha, et al.
Published: (2024)
by: Mastandrea, Radha, et al.
Published: (2024)
Searching for HWW Anomalous Couplings with Simulation-Based Inference
by: Silva, Marta, et al.
Published: (2025)
by: Silva, Marta, et al.
Published: (2025)
A Frequentist Simulation-Based Inference Treatment of Sterile Neutrino Global Fits
by: Villarreal, Joshua, et al.
Published: (2025)
by: Villarreal, Joshua, et al.
Published: (2025)
Generative Unfolding with Distribution Mapping
by: Butter, Anja, et al.
Published: (2024)
by: Butter, Anja, et al.
Published: (2024)
$\cal{CP}$-sensitive simplified template cross-sections for $t\bar t H$
by: Bahl, Henning, et al.
Published: (2024)
by: Bahl, Henning, et al.
Published: (2024)
Iterative HOMER with uncertainties
by: Butter, Anja, et al.
Published: (2025)
by: Butter, Anja, et al.
Published: (2025)
Normalizing Flows for High-Dimensional Detector Simulations
by: Ernst, Florian, et al.
Published: (2023)
by: Ernst, Florian, et al.
Published: (2023)
Profile Likelihoods on ML-Steroids
by: Heimel, Theo, et al.
Published: (2024)
by: Heimel, Theo, et al.
Published: (2024)
MadAgents
by: Plehn, Tilman, et al.
Published: (2026)
by: Plehn, Tilman, et al.
Published: (2026)
Probing the Parameter Space of Axion-Like Particles Using Simulation-Based Inference
by: Bhattacharjee, Pooja, et al.
Published: (2025)
by: Bhattacharjee, Pooja, et al.
Published: (2025)
Advancing Set-Conditional Set Generation: Diffusion Models for Fast Simulation of Reconstructed Particles
by: Kobylianskii, Dmitrii, et al.
Published: (2024)
by: Kobylianskii, Dmitrii, et al.
Published: (2024)
Proton Structure from Neural Simulation-Based Inference at the LHC
by: Barrué, Ricardo, et al.
Published: (2026)
by: Barrué, Ricardo, et al.
Published: (2026)
Computing Tools for Effective Field Theories
by: Aebischer, Jason, et al.
Published: (2023)
by: Aebischer, Jason, et al.
Published: (2023)
The Landscape of Unfolding with Machine Learning
by: Huetsch, Nathan, et al.
Published: (2024)
by: Huetsch, Nathan, et al.
Published: (2024)
Back to the Formula -- LHC Edition
by: Butter, Anja, et al.
Published: (2021)
by: Butter, Anja, et al.
Published: (2021)
Staying on Top of SMEFT-Likelihood Analyses
by: Elmer, Nina, et al.
Published: (2023)
by: Elmer, Nina, et al.
Published: (2023)
Similar Items
-
$\mathcal{CP}$-Analyses with Symbolic Regression
by: Bahl, Henning, et al.
Published: (2025) -
Unbinning global LHC analyses
by: Bahl, Henning, et al.
Published: (2025) -
A Lorentz-Equivariant Transformer for All of the LHC
by: Brehmer, Johann, et al.
Published: (2024) -
Amplitude Uncertainties Everywhere All at Once
by: Bahl, Henning, et al.
Published: (2025) -
The Physics Behind ML-based Quark-Gluon Taggers
by: Vent, Sophia, et al.
Published: (2025)