Data Analysis, Statistics and Probability

Authors and titles for recent submissions

• Fri, 17 Jan 2025
• Thu, 16 Jan 2025
• Wed, 15 Jan 2025
• Tue, 14 Jan 2025
• Mon, 13 Jan 2025

See today's new changes

Tue, 14 Jan 2025 (showing 2 of 2 entries )

[13] arXiv:2501.06896 (cross-list from cs.LG) [pdf, html, other]

Title: Introduction to the Usage of Open Data from the Large Hadron Collider for Computer Scientists in the Context of Machine Learning

Timo Saala, Matthias Schott

Comments: 34 pages, 22 figures (without Appendix)

Subjects: Machine Learning (cs.LG); High Energy Physics - Experiment (hep-ex); Data Analysis, Statistics and Probability (physics.data-an)

[14] arXiv:2501.06661 (cross-list from cs.LG) [pdf, html, other]

Title: Learning dynamical systems with hit-and-run random feature maps

Pinak Mandal, Georg A. Gottwald

Subjects: Machine Learning (cs.LG); Data Analysis, Statistics and Probability (physics.data-an); Methodology (stat.ME); Machine Learning (stat.ML)

Mon, 13 Jan 2025 (showing 3 of 3 entries )

[15] arXiv:2501.05603 [pdf, html, other]

Title: Automatizing the search for mass resonances using BumpNet

Jean-Francois Arguin, Georges Azuelos, Émile Baril, Ilan Bessudo, Fannie Bilodeau, Maryna Borysova, Shikma Bressler, Samuel Calvet, Julien Donini, Etienne Dreyer, Michael Kwok Lam Chu, Eva Mayer, Ethan Meszaros, Nilotpal Kakati, Bruna Pascual Dias, Joséphine Potdevin, Amit Shkuri, Muhammad Usman

Subjects: Data Analysis, Statistics and Probability (physics.data-an); High Energy Physics - Experiment (hep-ex); High Energy Physics - Phenomenology (hep-ph)

[16] arXiv:2501.06144 (cross-list from math.NA) [pdf, html, other]

Title: Hybrid Weight Window Techniques for Time-Dependent Monte Carlo Neutronics

Caleb S. Shaw, Dmitriy Y. Anistratov

Subjects: Numerical Analysis (math.NA); Data Analysis, Statistics and Probability (physics.data-an)

[17] arXiv:2501.05547 (cross-list from cond-mat.stat-mech) [pdf, html, other]

Title: Deep learning of phase transitions with minimal examples

Ahmed Abuali, David A. Clarke, Morten Hjorth-Jensen, Ioannis Konstantinidis, Claudia Ratti, Jianyi Yang

Subjects: Statistical Mechanics (cond-mat.stat-mech); Nuclear Theory (nucl-th); Data Analysis, Statistics and Probability (physics.data-an)