Image de couverture de livre

Insights into Dark Matter Direct Detection Experiments: Decision Trees versus Deep Learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Lopez-Fogliani, Daniel E., Perez, Andres D., de Austri, Roberto Ruiz
Format:	Preprint
Publié:	2024
Sujets:	Instrumentation and Methods for Astrophysics High Energy Astrophysical Phenomena High Energy Physics - Experiment High Energy Physics - Phenomenology Data Analysis, Statistics and Probability
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Statistics of Daily Modulation in Dark Matter Direct Detection Experiments
par: Blanco, Carlos, et autres
Publié: (2026)

Exploring the Limits of Machine Learning Classification of Neutron Star Matter Models
par: Husain, Wasif
Publié: (2025)

A Robust Determination of Antinuclei Production from Dark Matter via Weakly Decaying Beauty Hadrons
par: Di Mauro, Mattia, et autres
Publié: (2025)

Simulation-Based Inference for Direction Reconstruction of Ultra-High-Energy Cosmic Rays with Radio Arrays
par: Macias, Oscar, et autres
Publié: (2025)

Pulsar Polarization Array Limits on Ultralight Axion-like Dark Matter
par: Xue, Xiao, et autres
Publié: (2024)

The Giant Radio Array for Neutrino Detection (GRAND) Collaboration -- Contributions to the 10th International Workshop on Acoustic and Radio EeV Neutrino Detection Activities (ARENA 2024)
par: Batista, Rafael Alves, et autres
Publié: (2024)

The Giant Radio Array for Neutrino Detection (GRAND) Collaboration -- Contributions to the 38th International Cosmic Ray Conference (ICRC 2023)
par: GRAND Collaboration, et autres
Publié: (2023)

The Giant Radio Array for Neutrino Detection (GRAND) Collaboration -- Contributions to the 39th International Cosmic Ray Conference (ICRC 2025)
par: Álvarez-Muñiz, Jaime, et autres
Publié: (2025)

Advanced stereoscopy applied to CTAO
par: Messaoud, Hana Ali, et autres
Publié: (2025)

Strangelet Searches from Neutron Stars, Binary Mergers, and Gamma-Ray Bursts with Current and Future Observatories
par: Das, C. R.
Publié: (2025)

The CONDOR Observatory: A Gamma-Ray Observatory with a 100 GeV Threshold at 5300 Meters Above Sea Level
par: Arratia, Miguel, et autres
Publié: (2025)

Multi-Messenger Astrology
par: Walker, Gwen, et autres
Publié: (2024)

Studying the mass sensitivity of air-shower observables using simulated cosmic rays
par: Flaggs, Benjamin, et autres
Publié: (2023)

Auger@TA: In-situ Cross-Calibration of the World's Largest Cosmic Ray Observatories
par: Mocellin, Adriel G B, et autres
Publié: (2025)

Reconstruction of the depth of the shower maximum of air showers with the SD-750 surface detector of the Pierre Auger Observatory using neural networks
par: Hahn, Steffen
Publié: (2025)

Rapid and robust simulation-based inference for kilonovae
par: Brown, Stephanie M., et autres
Publié: (2026)

The Hybrid Elevated Radio Observatory for Neutrinos (HERON) Project
par: Kotera, Kumiko, et autres
Publié: (2025)

Data production and Monte Carlo simulations for the Pierre Auger Observatory
par: Isar, Paula Gina
Publié: (2025)

Future Collider Measurements for Cosmic Ray Induced Air Shower Modelling
par: Leitgeb, Clara E., et autres
Publié: (2025)

A Model of the Response of Surface Detectors to Extensive Air Showers Based on Shower Universality
par: Stadelmaier, Maximilian, et autres
Publié: (2024)

Ultra-high-energy neutrino detection with radio antennas in the ground-based observatory
par: Yue, Baobiao, et autres
Publié: (2025)

Prometheus: An Open-Source Neutrino Telescope Simulation
par: Lazar, Jeffrey, et autres
Publié: (2023)

Refine Neutrino Events Reconstruction with BEiT-3
par: Li, Chen, et autres
Publié: (2023)

Progress of the GRANDProto300 Project
par: Ma, Pengxiong, et autres
Publié: (2025)

Neutron Production in Simulations of Extensive Air Showers
par: Schimassek, Martin, et autres
Publié: (2024)

Simulation study of performance of the Very Large Area gamma-ray Space Telescope
par: Pan, Xu, et autres
Publié: (2024)

$P_{tail}^α$: a high resolution gamma/hadron and composition discriminant variable for Water-Cherenkov Detector cosmic-ray observatories
par: Conceição, Ruben, et autres
Publié: (2023)

Dual-sided Charge-Coupled Devices
par: Tiffenberg, Javier, et autres
Publié: (2023)

[C II]-deficit caused by self-absorption in an ionized carbon-filled bubble in RCW79
par: Keilmann, Eduard, et autres
Publié: (2025)

Broadband Dark Matter Axion Detection using a Cylindrical Capacitor
par: Chen, Wenming, et autres
Publié: (2020)

Sub-GeV Dark Matter Direct Detection with Neutrino Observatories
par: Leane, Rebecca K., et autres
Publié: (2025)

Direct Detection of Dark Photon Dark Matter with the James Webb Space Telescope
par: An, Haipeng, et autres
Publié: (2024)

Sensitivity of a Gigahertz Fabry-Pérot Resonator for Axion Dark Matter Detection
par: Egge, Jacob, et autres
Publié: (2025)

Nailing down the theoretical uncertainties of $\overline{\rm D}$ spectrum produced from dark matter
par: Di Mauro, Mattia, et autres
Publié: (2024)

Mineral Detection of Neutrinos and Dark Matter 2024. Proceedings
par: Baum, Sebastian, et autres
Publié: (2024)

Mineral Detection of Neutrinos and Dark Matter 2025 Proceedings
par: Hirose, Shigenobu, et autres
Publié: (2025)

Dark Matter Annihilation and Pair-Instability Supernovae
par: Croon, Djuna, et autres
Publié: (2023)

Inferring the Morphology of the Galactic Center Excess with Gaussian Processes
par: Ramirez, Edward D., et autres
Publié: (2024)

High-dimensional inference for the $γ$-ray sky with differentiable programming
par: Mishra-Sharma, Siddharth, et autres
Publié: (2026)

Towards multi-messenger observations of core-collapse supernovae harbouring choked jets
par: Zegarelli, A., et autres
Publié: (2024)