Data Analysis, Statistics and Probability

Authors and titles for recent submissions

• Wed, 22 Jan 2025
• Mon, 20 Jan 2025
• Fri, 17 Jan 2025
• Thu, 16 Jan 2025
• Wed, 15 Jan 2025

See today's new changes

Wed, 22 Jan 2025 (showing 6 of 6 entries )

[1] arXiv:2501.10886 [pdf, html, other]

Title: Linear scaling causal discovery from high-dimensional time series by dynamical community detection

Matteo Allione, Vittorio Del Tatto, Alessandro Laio

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

[2] arXiv:2501.12391 (cross-list from cs.LG) [pdf, html, other]

Title: Physics of Skill Learning

Ziming Liu, Yizhou Liu, Eric J. Michaud, Jeff Gore, Max Tegmark

Comments: 25 pages, 20 figures. Codes are available at this https URL

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

[3] arXiv:2501.12146 (cross-list from quant-ph) [pdf, html, other]

Title: Evaluating many-body stabilizer R\'enyi entropy by sampling reduced Pauli strings: singularities, volume law, and nonlocal magic

Yi-Ming Ding, Zhe Wang, Zheng Yan

Comments: 13 pages, 11 figures

Subjects: Quantum Physics (quant-ph); Strongly Correlated Electrons (cond-mat.str-el); Computational Physics (physics.comp-ph); Data Analysis, Statistics and Probability (physics.data-an)

[4] arXiv:2501.11447 (cross-list from cs.AI) [pdf, other]

Title: Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components

Abel Jansma

Comments: 10 pages, 6 figures

Subjects: Artificial Intelligence (cs.AI); Information Theory (cs.IT); Data Analysis, Statistics and Probability (physics.data-an)

[5] arXiv:2501.10902 (cross-list from physics.soc-ph) [pdf, html, other]

Title: Observing cities as a complex system

Rafael Prieto-Curiel

Comments: 17 pages, 10 figures

Subjects: Physics and Society (physics.soc-ph); Data Analysis, Statistics and Probability (physics.data-an)

[6] arXiv:2501.10405 (cross-list from eess.SP) [pdf, other]

Title: Stochastic resonance in Schmitt trigger and its application towards weak signal detection

Yoonkang Kim, Donghyeok Seo

Comments: 14 pages, 16 figures, 1 table

Subjects: Signal Processing (eess.SP); Data Analysis, Statistics and Probability (physics.data-an); Instrumentation and Detectors (physics.ins-det)

Mon, 20 Jan 2025 (showing 3 of 3 entries )

[7] arXiv:2501.10257 [pdf, html, other]

Title: Orthogonal projections of hypercubes

Yoshiaki Horiike, Shin Fujishiro

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

[8] arXiv:2501.10145 [pdf, html, other]

Title: Temporal and topological partitioning in real-world growing networks for scale-free properties study

Guillaume Rousseau

Subjects: Data Analysis, Statistics and Probability (physics.data-an); Computational Physics (physics.comp-ph); Physics and Society (physics.soc-ph)

[9] arXiv:2501.10339 (cross-list from cond-mat.soft) [pdf, html, other]

Title: Principled model selection for stochastic dynamics

Andonis Gerardos, Pierre Ronceray

Subjects: Soft Condensed Matter (cond-mat.soft); Statistical Mechanics (cond-mat.stat-mech); Data Analysis, Statistics and Probability (physics.data-an); Machine Learning (stat.ML)

Fri, 17 Jan 2025

No updates for this time period.

Thu, 16 Jan 2025 (showing 8 of 8 entries )

[10] arXiv:2501.08966 [pdf, html, other]

Title: Reconstructing Time-of-Flight Detector Values of Angular Streaking Using Machine Learning

David Meier, Wolfram Helml, Thorsten Otto, Bernhard Sick, Jens Viefhaus, Gregor Hartmann

Comments: Submitted to APS Physical Review Accelerators and Beams

Subjects: Data Analysis, Statistics and Probability (physics.data-an); Instrumentation and Detectors (physics.ins-det)

[11] arXiv:2501.08961 [pdf, html, other]

Title: Calibration of Scanning Thermal Microscope using Optimal Estimation of Function Parameters by Iterated Linearization

Anna Charvátová Campbell, Petr Klapetek, Radek Šlesinger, Jan Martinek, Václav Hortvík, Viktor Witkovský, Gejza Wimmer

Subjects: Data Analysis, Statistics and Probability (physics.data-an); Materials Science (cond-mat.mtrl-sci)

[12] arXiv:2501.08898 [pdf, html, other]

Title: Disentangling sources of multifractality in time series

Robert Kluszczyński, Stanisław Drożdż, Jarosław Kwapień, Tomasz Stanisz, Marcin Wątorek

Journal-ref: Mathematics 13, 205 (2025)

Subjects: Data Analysis, Statistics and Probability (physics.data-an)

[13] arXiv:2501.08845 [pdf, html, other]

Title: DMCpy: A powder and single crystal neutron diffraction software for DMC

Jakob Lass, Samuel Harrison Moody, Øystein Slagtern Fjellvåg

Subjects: Data Analysis, Statistics and Probability (physics.data-an); Instrumentation and Detectors (physics.ins-det)

[14] arXiv:2501.08919 (cross-list from cond-mat.mtrl-sci) [pdf, other]

Title: Revealing Local Structures through Machine-Learning- Fused Multimodal Spectroscopy

Haili Jia, Yiming Chen, Gi-Hyeok Lee, Jacob Smith, Miaofang Chi, Wanli Yang, Maria K. Y. Chan

Subjects: Materials Science (cond-mat.mtrl-sci); Chemical Physics (physics.chem-ph); Computational Physics (physics.comp-ph); Data Analysis, Statistics and Probability (physics.data-an)

[15] arXiv:2501.08865 (cross-list from cs.IT) [pdf, html, other]

Title: The geometry of moral decision making

Roland M. Friedrich

Comments: 31 pages, 9 figures

Subjects: Information Theory (cs.IT); Data Analysis, Statistics and Probability (physics.data-an)

[16] arXiv:2501.08433 (cross-list from physics.soc-ph) [pdf, html, other]

Title: A Political Spectrograph: High-Resolution Examinations of the United States' Ideological Landscape

David Sabin-Miller, Mary McGrath, Marisa C. Eisenberg

Comments: main text: 12 pages, 8 figures. Appendices: 10 pages, 17 figures

Subjects: Physics and Society (physics.soc-ph); Data Analysis, Statistics and Probability (physics.data-an)

[17] arXiv:2501.08356 (cross-list from q-bio.QM) [pdf, html, other]

Title: A large population of cell-specific action potential models replicating fluorescence recordings of voltage in rabbit ventricular myocytes

Radostin D. Simitev, Rebecca J. Gilchrist, Zhechao Yang, Rachel Myles, Francis Burton, Godfrey L. Smith

Comments: Accepted for publication in Royal Society Open Science (ISSN:2054-5703) on 2025-01-13. Supplementary material available as open source from Royal Society Open Science

Subjects: Quantitative Methods (q-bio.QM); Data Analysis, Statistics and Probability (physics.data-an); Cell Behavior (q-bio.CB)

Wed, 15 Jan 2025 (showing 4 of 4 entries )

[18] arXiv:2501.07977 [pdf, html, other]

Title: Bayesian estimation of coupling strength and heterogeneity in a coupled oscillator model from macroscopic quantities

Yusuke Kato, Shuhei Kashiwamura, Emiri Watanabe, Masato Okada, Hiroshi Kori

Comments: 13 pages, 4 figures, 1 link to our GitHub repository

Subjects: Data Analysis, Statistics and Probability (physics.data-an); Adaptation and Self-Organizing Systems (nlin.AO)

[19] arXiv:2501.07666 [pdf, html, other]

Title: High-Performance Data Format for Scientific Data Storage and Analysis

Gagik Gavalian

Subjects: Data Analysis, Statistics and Probability (physics.data-an)

[20] arXiv:2501.08288 (cross-list from stat.ML) [pdf, html, other]

Title: Avoiding subtraction and division of stochastic signals using normalizing flows: NFdeconvolve

Pedro Pessoa, Max Schweiger, Lance W.Q. Xu, Tristan Manha, Ayush Saurabh, Julian Antolin Camarena, Steve Pressé

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Probability (math.PR); Data Analysis, Statistics and Probability (physics.data-an); Quantitative Methods (q-bio.QM)

[21] arXiv:2501.07605 (cross-list from cond-mat.mtrl-sci) [pdf, other]

Title: Three-dimensional (3D) tensor-based methodology for characterizing 3D anisotropic thermal conductivity tensor

Dihui Wang, Heng Ban, Puqing Jiang

Subjects: Materials Science (cond-mat.mtrl-sci); Data Analysis, Statistics and Probability (physics.data-an)