Searching for BSM Experimental Signatures with Large Lagrangian Models

arXiv:2609.38309 · hep-ph, astro-ph.CO, cs.AI, hep-ex · Submitted 2026-09-29 · Read on arXiv

hep-ph, astro-ph.CO, cs.AI, hep-ex

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

• Benchmark — 48× in this paper · explained in 2 episodes
• Differential Evolution — 31× in this paper
• Actor — 12× in this paper · explained in 3 episodes
• Reinforcement Learning — 9× in this paper · explained in 4 episodes
• Transformer — 9× in this paper · explained in 2 episodes
• Abundance — 5× in this paper · explained in 1 episode
• Curse of Dimensionality — 4× in this paper · explained in 6 episodes
• Fine-Tuning — 4× in this paper · explained in 5 episodes
• Aggregation — 3× in this paper · explained in 1 episode
• Information Gain — 3× in this paper · explained in 2 episodes
• Reinforcement Learning (RL) — 3× in this paper · explained in 25 episodes
• Embeddings — 2× in this paper · explained in 2 episodes
• Trace — 2× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Arbiter — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 3 episodes
• Beyond the Standard Model — 1× in this paper
• Clustering — 1× in this paper · explained in 2 episodes
• Commentary — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Degeneracy — 1× in this paper · explained in 3 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Mode Collapse — 1× in this paper · explained in 2 episodes
• Reasoning Traces — 1× in this paper · explained in 3 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Symmetry Breaking — 1× in this paper · explained in 3 episodes
• Tokenization — 1× in this paper · explained in 2 episodes
• Two-stage training — 1× in this paper · explained in 2 episodes

Sources

• Search for a dark photon in e+e- collisions at BABAR
• Search for $A'\!\to\!\mu^+\mu^-$ decays
• Search for a narrow resonance lighter than 200 GeV decaying to a pair of muons in proton-proton collisions at $\sqrt{s} =$ 13 TeV
• Search for dark photons produced in 13 TeV $pp$ collisions
• Searching for Dark Matter Annihilation from Milky Way Dwarf Spheroidal Galaxies with Six Years of Fermi-LAT Data
• Planck 2018 results. VI. Cosmological parameters
• Search for Invisible Decays of a Dark Photon Produced in e+e- Collisions at BaBar
• Precision Electroweak Measurements on the Z Resonance
• Model Independent Bounds on Kinetic Mixing
• Illuminating Dark Photons with High-Energy Colliders
• Secluded WIMP Dark Matter
• Searching for Dark Matter Annihilation in Recently Discovered Milky Way Satellites with Fermi-LAT
• Sensitivity of the Cherenkov Telescope Array to a dark matter signal from the Galactic centre
• Multi-Step Cascade Annihilations of Dark Matter and the Galactic Center Excess
• Constraints on the Self-Interaction Cross-Section of Dark Matter from Numerical Simulations of the Merging Galaxy Cluster 1E 0657-5
• Dark Matter Search Results from 4.2 Tonne-Years of Exposure of the LUX-ZEPLIN (LZ) Experiment
• Complementarity of Dark Matter Direct Detection Targets
• Updated Search for Spectral Lines from Galactic Dark Matter Interactions with Pass 8 Data from the Fermi Large Area Telescope
• Implications of Generalized Z-Z' Mixing
• The Belle II Physics Book

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