Data Analysis, Statistics and Probability

Authors and titles for recent submissions

• Fri, 22 Nov 2024
• Thu, 21 Nov 2024
• Wed, 20 Nov 2024
• Tue, 19 Nov 2024
• Mon, 18 Nov 2024

See today's new changes

Fri, 22 Nov 2024 (showing 4 of 4 entries )

[1] arXiv:2411.13915 (cross-list from hep-ex) [pdf, html, other]

Title: An accurate solar axions ray-tracing response of BabyIAXO

S. Ahyoune, K. Altenmueller, I. Antolin, S. Basso, P. Brun, F. R. Candon, J. F. Castel, S. Cebrian, D. Chouhan, R. Della Ceca, M. Cervera-Cortes, V. Chernov, M. M. Civitani, C. Cogollos, E. Costa, V. Cotroneo, T. Dafni, A. Derbin, K. Desch, M. C. Diaz-Martin, A. Diaz-Morcillo, D. Diez-Ibanez, C. Diez Pardos, M. Dinter, B. Doebrich, I. Drachnev, A. Dudarev, A. Ezquerro, S. Fabiani, E. Ferrer-Ribas, F. Finelli, I. Fleck, J. Galan, G. Galanti, M. Galaverni, J. A. Garcia, J. M. Garcia-Barcelo, L. Gastaldo, M. Giannotti, A. Giganon, C. Goblin, N. Goyal, Y. Gu, L. Hagge, L. Helary, D. Hengstler, D. Heuchel, S. Hoof, R. Iglesias-Marzoa, F. J. Iguaz, C. Iniguez, I. G. Irastorza, K. Jakovcic, D. Kaefer, J. Kaminski, S. Karstensen, M. Law, A. Lindner, M. Loidl, C. Loiseau, G. Lopez-Alegre, A. Lozano-Guerrero, B. Lubsandorzhiev, G. Luzon, I. Manthos, C. Margalejo, A. Marin-Franch, J. Marques, F. Marutzky, C. Menneglier, M. Mentink, S. Mertens, J. Miralda-Escude, H. Mirallas, F. Muleri, V. Muratova, J. R. Navarro-Madrid, X. F. Navick, K. Nikolopoulos, A. Notari, A. Nozik, L. Obis, A. Ortiz-de-Solorzano, T. O'Shea, J. von Oy, G. Pareschi, T. Papaevangelou, K. Perez, O. Perez, E. Picatoste, M. J. Pivovaroff, J. Porron, M. J. Puyuelo, A. Quintana, J. Redondo, D. Reuther, A. Ringwald, M. Rodrigues, A. Rubini, S. Rueda-Teruel

Comments: 36 pages, 18 figures, 4 tables, Submitted to JHEP

Subjects: High Energy Physics - Experiment (hep-ex); Instrumentation and Methods for Astrophysics (astro-ph.IM); Solar and Stellar Astrophysics (astro-ph.SR); Computational Physics (physics.comp-ph); Data Analysis, Statistics and Probability (physics.data-an)

[2] arXiv:2411.13881 (cross-list from cs.LG) [pdf, html, other]

Title: Exploring applications of topological data analysis in stock index movement prediction

Dazhi Huang, Pengcheng Xu, Xiaocheng Huang, Jiayi Chen

Comments: 20 pages, 10 figures

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

[3] arXiv:2411.13596 (cross-list from physics.ins-det) [pdf, other]

Title: End-to-End Multi-Track Reconstruction using Graph Neural Networks at Belle II

Lea Reuter, Giacomo De Pietro, Slavomira Stefkova, Torben Ferber, Valerio Bertacchi, Giulia Casarosa, Luigi Corona, Patrick Ecker, Alexander Glazov, Yubo Han, Martina Laurenza, Thomas Lueck, Ludovico Massaccesi, Suryanarayan Mondal, Bianca Scavino, Stefano Spataro, Christian Wessel, Laura Zani

Subjects: Instrumentation and Detectors (physics.ins-det); High Energy Physics - Experiment (hep-ex); Data Analysis, Statistics and Probability (physics.data-an)

[4] arXiv:2411.13561 (cross-list from math.NA) [pdf, html, other]

Title: Model discovery on the fly using continuous data assimilation

Joshua Newey, Jared P Whitehead, Elizabeth Carlson

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

Thu, 21 Nov 2024 (showing 3 of 3 entries )

[5] arXiv:2411.13402 (cross-list from gr-qc) [pdf, html, other]

Title: Extraction of gravitational wave signals in realistic LISA data

Eleonora Castelli, Quentin Baghi, John G. Baker, Jacob Slutsky, Jérôme Bobin, Nikolaos Karnesis, Antoine Petiteau, Orion Sauter, Peter Wass, William J. Weber

Comments: 28 pages, 14 figures

Subjects: General Relativity and Quantum Cosmology (gr-qc); Instrumentation and Methods for Astrophysics (astro-ph.IM); Data Analysis, Statistics and Probability (physics.data-an)

[6] arXiv:2411.12938 (cross-list from stat.CO) [pdf, html, other]

Title: Probability distributions and calculations for Hake's ratio statistics in measuring effect size

Jozef Hanč, Martina Hančová, Dominik Borovský

Comments: 23 pages, 5 figures, 1 table

Subjects: Computation (stat.CO); Data Analysis, Statistics and Probability (physics.data-an)

[7] arXiv:2411.12897 (cross-list from cs.LG) [pdf, html, other]

Title: Tree Species Classification using Machine Learning and 3D Tomographic SAR -- a case study in Northern Europe

Colverd Grace, Schade Laura, Takami Jumpei, Bot Karol, Gallego Joseph

Journal-ref: Neurips 2024 - Climate Change Workshop

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Data Analysis, Statistics and Probability (physics.data-an)

Wed, 20 Nov 2024 (showing 1 of 1 entries )

[8] arXiv:2411.11991 (cross-list from cond-mat.stat-mech) [pdf, html, other]

Title: Spectral Coarse-Graining and Rescaling for Preserving Structural and Dynamical Properties in Graphs

M. Schmidt, F. Caccioli, T. Aste

Comments: 7 pages, 5 figures

Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn); Biological Physics (physics.bio-ph); Data Analysis, Statistics and Probability (physics.data-an)

Tue, 19 Nov 2024 (showing 3 of 3 entries )

[9] arXiv:2411.11556 (cross-list from physics.optics) [pdf, html, other]

Title: Data-driven model reconstruction for nonlinear wave dynamics

Ekaterina Smolina, Lev Smirnov, Daniel Leykam, Franco Nori, Daria Smirnova

Comments: 6 pages, 5 figures

Subjects: Optics (physics.optics); Machine Learning (cs.LG); Mathematical Physics (math-ph); Data Analysis, Statistics and Probability (physics.data-an)

[10] arXiv:2411.10910 (cross-list from math.DS) [pdf, html, other]

Title: Data-Driven Model Identification Using Time Delayed Nonlinear Maps for Systems with Multiple Attractors

Athanasios P. lliopoulos, Evelyn Lunasin, John G. Michopoulos, Steven N. Rodriguez, Stephen Wiggins

Comments: 40 pages, 12 figures

Subjects: Dynamical Systems (math.DS); Data Analysis, Statistics and Probability (physics.data-an)

[11] arXiv:2411.10471 (cross-list from cs.LG) [pdf, other]

Title: Constrained composite Bayesian optimization for rational synthesis of polymeric particles

Fanjin Wang, Maryam Parhizkar, Anthony Harker, Mohan Edirisinghe

Subjects: Machine Learning (cs.LG); Soft Condensed Matter (cond-mat.soft); Data Analysis, Statistics and Probability (physics.data-an)

Mon, 18 Nov 2024 (showing 3 of 3 entries )

[12] arXiv:2411.10409 (cross-list from gr-qc) [pdf, html, other]

Title: Design of Dedicated Tilt-to-Length Calibration Maneuvers for LISA

Henry Wegener, Sarah Paczkowski, Marie-Sophie Hartig, Martin Hewitson, Gerhard Heinzel, Gudrun Wanner

Subjects: General Relativity and Quantum Cosmology (gr-qc); Instrumentation and Methods for Astrophysics (astro-ph.IM); Data Analysis, Statistics and Probability (physics.data-an); Instrumentation and Detectors (physics.ins-det)

[13] arXiv:2411.09851 (cross-list from hep-ex) [pdf, other]

Title: SymbolFit: Automatic Parametric Modeling with Symbolic Regression

Ho Fung Tsoi, Dylan Rankin, Cecile Caillol, Miles Cranmer, Sridhara Dasu, Javier Duarte, Philip Harris, Elliot Lipeles, Vladimir Loncar

Comments: 53 pages, 35 figures. Under review

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

[14] arXiv:2411.09234 (cross-list from physics.space-ph) [pdf, html, other]

Title: Wavelet analysis of possible association between sunspot number and rainfall over Kerala, India: A case study

Elizabeth Thomas, S. Vineeth, Noble P. Abraham

Comments: 15 pages, 8 figures, 4 tables (Submitted to Advances in Space Research)

Subjects: Space Physics (physics.space-ph); Atmospheric and Oceanic Physics (physics.ao-ph); Data Analysis, Statistics and Probability (physics.data-an); Applications (stat.AP)