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Main Authors:	Gambhir, Rikab, Osathapan, Athis, Thaler, Jesse
Format:	Preprint
Published:	2024
Subjects:	High Energy Physics - Phenomenology Machine Learning
Online Access:	https://arxiv.org/abs/2403.08854
Tags:	Add Tag No Tags, Be the first to tag this record!

All-loop group-theory constraints for four-point amplitudes of SU($N$), SO($N$), and Sp($N$) gauge theories
by: Naculich, Stephen G., et al.
Published: (2024)

A Search for "New Physics'' "Beyond the Standard Model'' in Open Data with Machine Learning
by: Gambhir, Rikab
Published: (2025)

Moment Unfolding
by: Desai, Krish, et al.
Published: (2024)

Isolating Unisolated Upsilons with Anomaly Detection in CMS Open Data
by: Gambhir, Rikab, et al.
Published: (2025)

The Pareto Frontier of Resilient Jet Tagging
by: Gambhir, Rikab, et al.
Published: (2025)

Seeing Double: Calibrating Two Jets at Once
by: Gambhir, Rikab, et al.
Published: (2024)

Resummed Distribution Functions: Making Perturbation Theory Positive and Normalized
by: Gambhir, Rikab, et al.
Published: (2025)

Descending into the Modular Bootstrap
by: Benjamin, Nathan, et al.
Published: (2026)

A Lorentz-Equivariant Transformer for All of the LHC
by: Brehmer, Johann, et al.
Published: (2024)

Exploration of Parameter Spaces Assisted by Machine Learning
by: Hammad, A., et al.
Published: (2022)

Flavor Patterns of Fundamental Particles from Quantum Entanglement?
by: Thaler, Jesse, et al.
Published: (2024)

Models for the Electric Dipole Moment and Anomalous Magnetic Moment of the Tau Lepton
by: Nakai, Yuichiro, et al.
Published: (2025)

Improving parton shower predictions via precision moments of energy flow polynomials
by: Assi, Benoît, et al.
Published: (2026)

HDSense: An efficient method for ranking observable sensitivity
by: Assi, Benoît, et al.
Published: (2026)

Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
by: Spinner, Jonas, et al.
Published: (2024)

Frequentist Uncertainties on Neural Density Ratios with wifi Ensembles
by: Benevedes, Sean, et al.
Published: (2025)

Safe but Incalculable: Energy-weighting is not all you need
by: Bright-Thonney, Samuel, et al.
Published: (2023)

The Landscape of Unfolding with Machine Learning
by: Huetsch, Nathan, et al.
Published: (2024)

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

TASI Lectures on Physics for Machine Learning
by: Halverson, Jim
Published: (2024)

Latent Representation Learning in Heavy-Ion Collisions with MaskPoint Transformer
by: Zhang, Jing-Zong, et al.
Published: (2025)

A Perspective on Symbolic Machine Learning in Physical Sciences
by: Makke, Nour, et al.
Published: (2025)

Comparing Generative Models with the New Physics Learning Machine
by: Grossi, Samuele, et al.
Published: (2025)

Measured Lepton Magnetic Moments
by: Gabrielse, Gerald, et al.
Published: (2025)

Machine-Learning Analysis of Radiative Decays to Dark Matter at the LHC
by: Arganda, Ernesto, et al.
Published: (2024)

Refining Integration-by-Parts Reduction of Feynman Integrals with Machine Learning
by: von Hippel, Matt, et al.
Published: (2025)

Dark Moments for the Standard Model ?
by: Rizzo, Thomas G.
Published: (2021)

Magnetic Moments of Astrophysical Neutrinos
by: Kopp, Joachim, et al.
Published: (2022)

Tensor Network for Anomaly Detection in the Latent Space of Proton Collision Events at the LHC
by: Puljak, Ema, et al.
Published: (2025)

Exploring the Truth and Beauty of Theory Landscapes with Machine Learning
by: Matchev, Konstantin T., et al.
Published: (2024)

Lecture notes on Machine Learning applications for global fits
by: Alda, Jorge
Published: (2026)

Collider Prospects for the Neutrino Magnetic Moment Portal
by: Brdar, Vedran, et al.
Published: (2025)

Electric Dipole Moments as Probes of $B$ Anomaly
by: Iguro, Syuhei, et al.
Published: (2023)

Relativistic Correction to the Magnetic Moment of the Charged Lepton
by: Albaid, Abdelhamid
Published: (2025)

Magnetic Moments of Hidden-Bottom Pentaquark States
by: Mutuk, Halil
Published: (2024)

Electric Dipole Moments and New Physics
by: Pospelov, Maxim, et al.
Published: (2025)

The equivalent Electric Dipole Moment in SMEFT
by: Ardu, Marco, et al.
Published: (2025)

Exploring Nonperturbative Behaviour of Moments and Cumulants in Quantum Theories
by: Schenk, Sebastian
Published: (2025)

Muon (and Lepton) Anomalous Magnetic Moments and Limits on Their Radii
by: Bourilkov, Dimitri
Published: (2025)

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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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