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Bibliographic Details
Main Authors:	Curtin, David, Dreyer, Sascha, Costa, Max Fusté, Heim, Sarah, Kasieczka, Gregor, Moureaux, Louis, Rousso, David, Shih, David, Sommerhalder, Manuel
Format:	Preprint
Published:	2025
Subjects:	High Energy Physics - Phenomenology
Online Access:	https://arxiv.org/abs/2506.11192
Tags:	Add Tag No Tags, Be the first to tag this record!

Universal New Physics Latent Space
by: Hallin, Anna, et al.
Published: (2024)

Combining Resonant and Tail-based Anomaly Detection
by: Bickendorf, Gerrit, et al.
Published: (2023)

Kitchen Sink Anomaly Detection
by: Das, Ranit, et al.
Published: (2026)

The Interplay of Machine Learning--based Resonant Anomaly Detection Methods
by: Golling, Tobias, et al.
Published: (2023)

Complete Optimal Non-Resonant Anomaly Detection
by: Kasieczka, Gregor, et al.
Published: (2024)

Searching for Quirks at LHCb
by: Vidal, Xabier Cid, et al.
Published: (2026)

Weakly supervised anomaly detection with event-level variables
by: Brennan, Liam, et al.
Published: (2025)

Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information
by: Birk, Joschka, et al.
Published: (2023)

Full Phase Space Resonant Anomaly Detection
by: Buhmann, Erik, et al.
Published: (2023)

Visible Collider Signals of Natural Quirks
by: Forsyth, Joshua, et al.
Published: (2025)

SURFing to the Fundamental Limit of Jet Tagging
by: Pang, Ian, et al.
Published: (2025)

Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows
by: Buss, Thorsten, et al.
Published: (2024)

Enhancing next token prediction based pre-training for jet foundation models
by: Birk, Joschka, et al.
Published: (2025)

Accurate and robust methods for direct background estimation in resonant anomaly detection
by: Das, Ranit, et al.
Published: (2024)

Calibrating Bayesian Generative Machine Learning for Bayesiamplification
by: Bieringer, Sebastian, et al.
Published: (2024)

Long Lived Particle Decays in MATHUSLA
by: Curtin, David, et al.
Published: (2023)

Generative Models and Statistical Validation
by: Diefenbacher, Sascha, et al.
Published: (2026)

Discovering Quirks through Timing at FASER and Future Forward Experiments at the LHC
by: Feng, Jonathan L., et al.
Published: (2024)

Quirks Live in Cool Universes
by: Asadi, Pouya, et al.
Published: (2025)

Intrinsic $k_T$ and soft gluons in Monte Carlo event generators
by: Moureaux, Louis, et al.
Published: (2025)

Cross-Geometry Transfer Learning in Fast Electromagnetic Shower Simulation
by: Gaede, Frank, et al.
Published: (2025)

Accelerating Resonance Searches via Signature-Oriented Pre-training
by: Li, Congqiao, et al.
Published: (2024)

Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics
by: Amram, Oz, et al.
Published: (2024)

Optomechanical platform for high-frequency gravitational wave and vector dark matter detection
by: Rousso, David, et al.
Published: (2026)

OmniJet-$α$: The first cross-task foundation model for particle physics
by: Birk, Joschka, et al.
Published: (2024)

Gravitational waves and tadpole resummation: Efficient and easy convergence of finite temperature QFT
by: Curtin, David, et al.
Published: (2022)

Neural Scaling Laws for Jet Generation
by: Amram, Oz, et al.
Published: (2026)

Agents of Discovery
by: Diefenbacher, Sascha, et al.
Published: (2025)

Classifier Surrogates: Sharing AI-based Searches with the World
by: Bieringer, Sebastian, et al.
Published: (2024)

Learning to Unscramble Feynman Loop Integrals with SAILIR
by: Shih, David
Published: (2026)

Learning Broken Symmetries with Approximate Invariance
by: Nabat, Seth, et al.
Published: (2024)

Testing the Froggatt-Nielsen Mechanism with Lepton Flavor and Number Violating Processes
by: Cornella, Claudia, et al.
Published: (2024)

Searches for massive, long-lived particles in events with displaced vertices with ATLAS
by: Rousso, David
Published: (2026)

A Scientific Human-Agent Reproduction Pipeline
by: Birk, Joschka, et al.
Published: (2026)

Dark Astronomy with Dark Matter Detectors
by: Alonso-Álvarez, Gonzalo, et al.
Published: (2024)

Mapping and Probing Froggatt-Nielsen Solutions to the Quark Flavor Puzzle
by: Cornella, Claudia, et al.
Published: (2023)

Learning to Unscramble: Simplifying Symbolic Expressions via Self-Supervised Oracle Trajectories
by: Shih, David
Published: (2026)

AllShowers: One model for all calorimeter showers
by: Buss, Thorsten, et al.
Published: (2026)

Dark Sector Glueballs at the LHC
by: Batz, Austin, et al.
Published: (2023)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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