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Bibliographic Details
Main Authors:	Sagar, Dikshant, Yu, Kaiwen, Yankelevich, Alejandro, Bian, Jianming, Baldi, Pierre
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition High Energy Physics - Experiment
Online Access:	https://arxiv.org/abs/2509.08461
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Heterogeneous Point Set Transformers for Segmentation of Multiple View Particle Detectors
by: Robles, Edgar E., et al.
Published: (2025)

Particle Hit Clustering and Identification Using Point Set Transformers in Liquid Argon Time Projection Chambers
by: Robles, Edgar E., et al.
Published: (2025)

Lifetime study of the ColdADC for the Deep Underground Neutrino Experiment
by: Wu, Wenjie, et al.
Published: (2025)

Image and Point-cloud Classification for Jet Analysis in High-Energy Physics: A survey
by: Kheddar, Hamza, et al.
Published: (2024)

Panda: Self-distillation of Reusable Sensor-level Representations for High Energy Physics
by: Young, Samuel, et al.
Published: (2025)

The ICEBERG Test Stand for DUNE Cold Electronics Development
by: Yankelevich, Alejandro
Published: (2025)

Vision Calorimeter for Anti-neutron Reconstruction: A Baseline
by: Yu, Hongtian, et al.
Published: (2024)

Event Generators for High-Energy Physics Experiments
by: Campbell, J. M., et al.
Published: (2022)

Improving Neutrino Oscillation Measurements through Event Classification
by: Ellis, Sebastian A. R., et al.
Published: (2025)

Searching for Hidden Sector Particles at Neutrino Telescopes
by: Airen, Sagar, et al.
Published: (2025)

Flavor Anisotropy in the High-Energy Astrophysical Neutrino Sky
by: Telalovic, Bernanda, et al.
Published: (2023)

Low-Energy Neutrino-Nucleus Scattering and New Physics
by: Carey, S., et al.
Published: (2024)

WIPUNet: A Physics-inspired Network with Weighted Inductive Biases for Image Denoising
by: Islam, Wasikul
Published: (2025)

Detecting High-Energy Neutrinos from Galactic Supernovae with ATLAS
by: Wen, Alex Y., et al.
Published: (2023)

Ultra-High-Energy Tau Neutrinos as Probes of Lorentz Invariance
by: Brdar, Vedran, et al.
Published: (2026)

Neutrino Telescope Event Classification on Quantum Computers
by: Rodriguez-Grasa, Pablo, et al.
Published: (2025)

No Flavor Anisotropy in the High-Energy Neutrino Sky Upholds Lorentz Invariance
by: Telalovic, Bernanda, et al.
Published: (2025)

New Physics Opportunities at Neutrino Facilities: BSM Physics at Accelerator, Atmospheric, and Reactor Neutrino Experiments
by: Choi, Koun, et al.
Published: (2025)

Searches for Connections between Dark Matter and High-Energy Neutrinos with IceCube
by: Abbasi, R., et al.
Published: (2022)

Extreme High-Energy Neutrinos: IceCube vs. KM3NeT
by: Lu, Lu, et al.
Published: (2025)

Beyond-the-Standard-Model Physics in the Neutrino Sector
by: Kelly, Kevin J.
Published: (2025)

Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion
by: Shmakov, Alexander, et al.
Published: (2024)

Refine Neutrino Events Reconstruction with BEiT-3
by: Li, Chen, et al.
Published: (2023)

Comparison of Image Processing Models in Quark Gluon Jet Classification
by: Kim, Daeun, et al.
Published: (2026)

Predictions of Neutrino Fluxes at the Forward Physics Facility at the High-Luminosity LHC
by: Soldin, Dennis, et al.
Published: (2025)

Improving Neutrino Energy Reconstruction with Machine Learning
by: Kopp, Joachim, et al.
Published: (2024)

High-Energy Neutrinos from Gamma-Ray-Faint Accretion-Powered Hypernebulae
by: Sridhar, Navin, et al.
Published: (2022)

Event-by-Event Direction Reconstruction of Solar Neutrinos in a High Light-Yield Liquid Scintillator
by: Allega, A., et al.
Published: (2023)

High Energy Neutrino Studies in the forward direction with FASER experiment at the LHC
by: Sato, Osamu
Published: (2024)

DLScanner: A parameter space scanner package assisted by deep learning methods
by: Hammad, A., et al.
Published: (2024)

Towards foundation-style models for energy-frontier heterogeneous neutrino detectors via self-supervised pre-training
by: Alonso-Monsalve, Saúl, et al.
Published: (2026)

Vision Calorimeter for High-Energy Particle Detection
by: Yu, Hongtian, et al.
Published: (2026)

Neutrino Physics at Future Colliders
by: Dev, P. S. Bhupal
Published: (2025)

Atmospheric Neutrino Charged-Current Interactions at Large Liquid-Scintillator Detectors: I. Physics of Neutrino-Antineutrino Discrimination
by: He, Xinhai, et al.
Published: (2026)

Quantum Attention for Vision Transformers in High Energy Physics
by: Tesi, Alessandro, et al.
Published: (2024)

Identifying Thorne-Żytkow Objects through Neutrinos
by: Martínez-Miravé, Pablo, et al.
Published: (2025)

Particle Trajectory Representation Learning with Masked Point Modeling
by: Young, Sam, et al.
Published: (2025)

Measurement of the Three-Flavor Composition of Astrophysical Neutrinos with Contained IceCube Events
by: V., Aswathi Balagopal, et al.
Published: (2025)

Physics Event Classification Using Large Language Models
by: Fanelli, Cristiano, et al.
Published: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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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