Copertina

Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Harris, Philip, Kagan, Michael, Krupa, Jeffrey, Maier, Benedikt, Woodward, Nathaniel
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	High Energy Physics - Phenomenology Machine Learning High Energy Physics - Experiment
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Product Manifold Machine Learning for Physics
di: Woodward, Nathaniel S., et al.
Pubblicazione: (2024)

Exploring the Boundaries of Differentiable Radiation Transport and Detector Simulation
di: Krupa, Jeffrey, et al.
Pubblicazione: (2026)

Continuous-variable photonic quantum extreme learning machines for fast collider-data selection
di: Maier, Benedikt, et al.
Pubblicazione: (2025)

Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models
di: Golling, Tobias, et al.
Pubblicazione: (2024)

Self-Supervised Learning Strategies for Jet Physics
di: Rieck, Patrick, et al.
Pubblicazione: (2025)

1 Particle - 1 Qubit: Particle Physics Data Encoding for Quantum Machine Learning
di: Bal, Aritra, et al.
Pubblicazione: (2025)

Search for additional scalar bosons within the Inert Doublet Model in a final state with two leptons at the FCC-ee
di: Bal, Anubha, et al.
Pubblicazione: (2025)

A Frequentist Simulation-Based Inference Treatment of Sterile Neutrino Global Fits
di: Villarreal, Joshua, et al.
Pubblicazione: (2025)

From Information Geometry to Jet Substructure: A Triality of Cumulant Tensors, Energy Correlators, and Hypergraphs
di: Bal, Aritra, et al.
Pubblicazione: (2026)

Simulation-Prior Independent Neural Unfolding Procedure
di: Butter, Anja, et al.
Pubblicazione: (2025)

Transverse spin asymmetries and the electron Yukawa coupling at an FCC-ee
di: Boughezal, Radja, et al.
Pubblicazione: (2024)

Signals of nonrenormalizable Lorentz and CPT violation at the LHC
di: Lunghi, Enrico, et al.
Pubblicazione: (2024)

Solving Key Challenges in Collider Physics with Foundation Models
di: Mikuni, Vinicius, et al.
Pubblicazione: (2024)

Anomalies, Representations, and Self-Supervision
di: Dillon, Barry M., et al.
Pubblicazione: (2023)

QINNs: Quantum-Informed Neural Networks
di: Bal, Aritra, et al.
Pubblicazione: (2025)

A Methodology for Developing Foundational Transformer Models in Collider Physics Analysis
di: Abasov, E., et al.
Pubblicazione: (2025)

Multi-scale Optimal Transport for Complete Collider Events
di: Cai, Tianji, et al.
Pubblicazione: (2025)

Stable perturbative predictions for isolated photon production with a jet pair at large $m_{j_1 j_2}$
di: Andersen, Jeppe R., et al.
Pubblicazione: (2025)

A Cell Resampler study of Negative Weights in Multi-jet Merged Samples
di: Andersen, Jeppe R., et al.
Pubblicazione: (2024)

Higgs Production Classifier using Weak Supervision
di: Chen, Kai-Feng, et al.
Pubblicazione: (2025)

Conditional Deep Generative Models for Simultaneous Simulation and Reconstruction of Entire Events
di: Dreyer, Etienne, et al.
Pubblicazione: (2025)

The Phase Space Distance Between Collider Events
di: Cai, Tianji, et al.
Pubblicazione: (2024)

Incorporating Physical Priors into Weakly-Supervised Anomaly Detection
di: Cheng, Chi Lung, et al.
Pubblicazione: (2024)

Monte Carlo Simulation Development and Implementation of the GiBUU Model for Neutrino Experiments
di: Soplin, Leonidas Aliaga, et al.
Pubblicazione: (2023)

Transverse single-spin asymmetries in $γ$SIDIS as a direct probe of quark-gluon-quark longitudinal momentum structure
di: Harris, Michael, et al.
Pubblicazione: (2025)

Advancing Set-Conditional Set Generation: Diffusion Models for Fast Simulation of Reconstructed Particles
di: Kobylianskii, Dmitrii, et al.
Pubblicazione: (2024)

Two Types of Gluons in QCD: Re-interpretation of ALEPH and CMS Gluon Jet Data
di: Cho, Y. M.
Pubblicazione: (2024)

Weakly Supervised Anomaly Detection in Events with a Higgs Boson and Exotic Physics
di: Cheng, Chi Lung, et al.
Pubblicazione: (2025)

Global analysis of charm mixing parameters and determination of the CKM angle $γ$
di: Betti, F., et al.
Pubblicazione: (2024)

MACK: Mismodeling Addressed with Contrastive Knowledge
di: Sheldon, Liam Rankin, et al.
Pubblicazione: (2024)

Advancing Tools for Simulation-Based Inference
di: Bahl, Henning, et al.
Pubblicazione: (2024)

Simulating toponium formation signals at the LHC
di: Fuks, Benjamin, et al.
Pubblicazione: (2024)

Maximizing Returns: Optimizing Experimental Observables at the LHC
di: Davis, Jeffrey, et al.
Pubblicazione: (2026)

On the Simulation of Hidden Parton Showers in the Conformal Window
di: Kulkarni, Suchita, et al.
Pubblicazione: (2025)

Synthetic Training and Representation Bridging in Reconstruction Domains
di: Chung, Wonyong
Pubblicazione: (2025)

Log Gaussian Cox Process Background Modeling in High Energy Physics
di: Frid, Yuval, et al.
Pubblicazione: (2025)

Limits on WIMP-Scattering Cross Sections using Solar Neutrinos with Ten Years of IceCube Data
di: Lazar, Jeffrey
Pubblicazione: (2025)

An AI-based Detector Simulation and Reconstruction Model for the ALEPH Experiment at LEP
di: Lo, Ya-Feng, et al.
Pubblicazione: (2026)

Searching for HWW Anomalous Couplings with Simulation-Based Inference
di: Silva, Marta, et al.
Pubblicazione: (2025)

The Higgs Self-Coupling at FCC-ee
di: Maura, Victor, et al.
Pubblicazione: (2025)