Data Analysis, Statistics and Probability

Authors and titles for February 2025

[1] arXiv:2502.06576 (cross-list from physics.data-an) [cn-pdf, pdf, html, other]

Title: Impact of Tracking Resolutions on $φ$-Meson Spin Alignment Measurement Show Chinese title

Title: 跟踪分辨率对$φ$介子自旋对齐测量的影响

C.W. Robertson, Yicheng Feng, Fuqiang Wang

Comments: 7 pages, 6 Figures

Subjects: Data Analysis, Statistics and Probability (physics.data-an) ; Nuclear Experiment (nucl-ex)

[2] arXiv:2502.13036 (cross-list from physics.data-an) [cn-pdf, pdf, html, other]

Title: Recurrence threshold selection for obtaining robust recurrence characteristics in different embedding dimensions Show Chinese title

Title: 在不同嵌入维度下获得鲁棒复发特性的复发阈值选择

K. Hauke Kraemer, Reik V. Donner, Jobst Heitzig, Norbert Marwan

Comments: arXiv admin note: substantial text overlap with arXiv:1802.01605

Journal-ref: Chaos 28, 085720 (2018)

Subjects: Data Analysis, Statistics and Probability (physics.data-an) ; Chaotic Dynamics (nlin.CD)

[3] arXiv:2502.13978 (cross-list from physics.data-an) [cn-pdf, pdf, html, other]

Title: On the dynamical evolution of randomness Part A: Random experiments as dynamical systems Show Chinese title

Title: 关于随机性的动力学演化 第A部分：随机实验作为动力系统

Allen Lobo, Saravanan Arumugam

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

[4] arXiv:2502.19253 (cross-list from physics.data-an) [cn-pdf, pdf, html, other]

Title: U-Net 3+ for Anomalous Diffusion Analysis enhanced with Mixture Estimates (U-AnD-ME) in particle-tracking data Show Chinese title

Title: U-Net 3+ 用于异常扩散分析，在粒子跟踪数据中增强混合估计（U-AnD-ME）

Solomon Asghar, Ran Ni, Giorgio Volpe

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

[5] arXiv:2502.00038 (cross-list from cs.SI) [cn-pdf, pdf, other]

Title: The Spectral Barycentre of a Set of Graphs with Community Structure Show Chinese title

Title: 具有社区结构的图集的谱重心

François G. Meyer

Comments: 28 pages

Subjects: Social and Information Networks (cs.SI) ; Machine Learning (cs.LG) ; Data Analysis, Statistics and Probability (physics.data-an) ; Machine Learning (stat.ML)

[6] arXiv:2502.00106 (cross-list from astro-ph.IM) [cn-pdf, pdf, html, other]

Title: TABASCAL II: Removing Multi-Satellite Interference from Point-Source Radio Astronomy Observations Show Chinese title

Title: TABASCAL II：从点源射电天文观测中去除多卫星干扰

Chris Finlay, Bruce A. Bassett, Martin Kunz, Nadeem Oozeer

Comments: 19 pages, 11 figures, 3 tables

Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM) ; Cosmology and Nongalactic Astrophysics (astro-ph.CO) ; Data Analysis, Statistics and Probability (physics.data-an)

[7] arXiv:2502.00243 (cross-list from astro-ph.IM) [cn-pdf, pdf, html, other]

Title: A Fast Periodicity Detection Algorithm Sensitive to Arbitrary Waveforms Show Chinese title

Title: 一种对任意波形敏感的快速周期检测算法

Douglas P. Finkbeiner, Thomas A. Prince, Samuel E. Whitebook

Comments: 17 pages, 7 figures, code attached

Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM) ; Data Analysis, Statistics and Probability (physics.data-an)

[8] arXiv:2502.01929 (cross-list from astro-ph.HE) [cn-pdf, pdf, html, other]

Title: Exploring blazars through sonification. Visual and auditory insights into multifrequency variability Show Chinese title

Title: 通过声化探索喷流星系 多频率变化的视觉与听觉洞察

Gustavo Magallanes-Guijón, Sergio Mendoza

Comments: 12 pages, 9 figures, changes made to the last version

Subjects: High Energy Astrophysical Phenomena (astro-ph.HE) ; Data Analysis, Statistics and Probability (physics.data-an) ; Physics and Society (physics.soc-ph)

[9] arXiv:2502.02343 (cross-list from cond-mat.mtrl-sci) [cn-pdf, pdf, html, other]

Title: Direct observation of the exciton polaron by serial femtosecond crystallography on single CsPbBr$_3$ quantum dots Show Chinese title

Title: 通过串行飞秒晶体学直接观察单个 CsPbBr$_3$量子点上的激子极化子

Zhou Shen, Margarita Samoli, Onur Erdem, Johan Bielecki, Amit Kumar Samanta, Juncheng E, Armando Estillore, Chan Kim, Yoonhee Kim, Jayanath Koliyadu, Romain Letrun, Federico Locardi, Jannik Lübke, Abhishek Mall, Diogo Melo, Grant Mills, Safi Rafie-Zinedine, Adam Round, Tokushi Sato, Raphael de Wijn, Tamme Wollweber, Lena Worbs, Yulong Zhuang, Adrian P. Mancuso, Richard Bean, Henry N. Chapman, Jochen Küpper, Ivan Infante, Holger Lange, Zeger Hens, Kartik Ayyer

Comments: Main: 12 pages, 5 figures; Supplemental: 21 pages, 11 figures

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

[10] arXiv:2502.02386 (cross-list from cs.SI) [cn-pdf, pdf, html, other]

Title: Edge Correlations and Link Prediction in Growing Hypergraphs Show Chinese title

Title: 边相关性与增长超图中的链接预测

Xie He, Philip S. Chodrow, Peter J. Mucha

Subjects: Social and Information Networks (cs.SI) ; Adaptation and Self-Organizing Systems (nlin.AO) ; Data Analysis, Statistics and Probability (physics.data-an) ; Physics and Society (physics.soc-ph)

[11] arXiv:2502.02701 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Practically Effective Adjustment Variable Selection in Causal Inference Show Chinese title

Title: 实际有效的因果推断中的调整变量选择

Atsushi Noda, Takashi Isozaki

Comments: 20 pages, 8 figures

Journal-ref: Journal of Physics: Complexity 6, 015001 (2025)

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

[12] arXiv:2502.04249 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Free Energy Risk Metrics for Systemically Safe AI: Gatekeeping Multi-Agent Study Show Chinese title

Title: 系统安全人工智能的自由能风险度量：多智能体门控研究

Michael Walters, Rafael Kaufmann, Justice Sefas, Thomas Kopinski

Comments: 9 pages, 1 figure

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

[13] arXiv:2502.05114 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: SpecTUS: Spectral Translator for Unknown Structures annotation from EI-MS spectra Show Chinese title

Title: SpecTUS：从 EI-MS 谱图中进行未知结构注释的光谱翻译器

Adam Hájek, Helge Hecht, Elliott J. Price, Aleš Křenek

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

[14] arXiv:2502.05204 (cross-list from math.DS) [cn-pdf, pdf, html, other]

Title: Invariant Measures for Data-Driven Dynamical System Identification: Analysis and Application Show Chinese title

Title: 数据驱动动力系统识别的不变测度：分析与应用

Jonah Botvinick-Greenhouse

Comments: This article draws heavily from arXiv:2301.05193 and arXiv:2412.00589

Subjects: Dynamical Systems (math.DS) ; Machine Learning (cs.LG) ; Chaotic Dynamics (nlin.CD) ; Data Analysis, Statistics and Probability (physics.data-an)

[15] arXiv:2502.05254 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Distribution of singular values in large sample cross-covariance matrices Show Chinese title

Title: 大样本交叉协方差矩阵中的奇异值分布

Arabind Swain, Sean Alexander Ridout, Ilya Nemenman

Subjects: Statistics Theory (math.ST) ; Disordered Systems and Neural Networks (cond-mat.dis-nn) ; Data Analysis, Statistics and Probability (physics.data-an)

[16] arXiv:2502.05311 (cross-list from cs.DB) [cn-pdf, pdf, html, other]

Title: ParquetDB: A Lightweight Python Parquet-Based Database Show Chinese title

Title: ParquetDB：一个轻量级的基于Python的Parquet数据库

Logan Lang, Eduardo Hernandez, Kamal Choudhary, Aldo H. Romero

Comments: 41 pages, 12 figures

Subjects: Databases (cs.DB) ; Data Analysis, Statistics and Probability (physics.data-an)

[17] arXiv:2502.05814 (cross-list from q-bio.NC) [cn-pdf, pdf, html, other]

Title: Topological Time Frequency Analysis of Functional Brain Signals Show Chinese title

Title: 功能脑信号的拓扑时频分析

Moo K. Chung, Aaron F. Struck

Comments: Accepted for publication in IEEE EMBC 2025 conference. It will be indexed by IEEE later

Subjects: Neurons and Cognition (q-bio.NC) ; Data Analysis, Statistics and Probability (physics.data-an)

[18] arXiv:2502.07359 (cross-list from physics.ins-det) [cn-pdf, pdf, html, other]

Title: Towards energy-insensitive and robust neutron/gamma classification: A learning-based frequency-domain parametric approach Show Chinese title

Title: 面向能量不敏感且鲁棒的中子/伽马分类：一种基于学习的频域参数化方法

Pengcheng Ai, Hongtao Qin, Xiangming Sun, Kaiwen Shang

Comments: 16 pages, 10 figures

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

[19] arXiv:2502.07400 (cross-list from cond-mat.mtrl-sci) [cn-pdf, pdf, other]

Title: Explainable Multimodal Machine Learning for Revealing Structure-Property Relationships in Carbon Nanotube Fibers Show Chinese title

Title: 可解释的多模态机器学习用于揭示碳纳米管纤维的结构-性能关系

Daisuke Kimura, Naoko Tajima, Toshiya Okazaki, Shun Muroga

Comments: 33 pages, 9 figures

Subjects: Materials Science (cond-mat.mtrl-sci) ; Soft Condensed Matter (cond-mat.soft) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG) ; Data Analysis, Statistics and Probability (physics.data-an)

[20] arXiv:2502.07473 (cross-list from cond-mat.mtrl-sci) [cn-pdf, pdf, other]

Title: A multiscale Bayesian approach to quantification and denoising of energy-dispersive x-ray data Show Chinese title

Title: 一种多尺度贝叶斯方法用于能量色散X射线数据的量化和去噪

Pau Torruella, Abderrahim Halimi, Ludovica Tovaglieri, Céline Lichtensteiger, Duncan T. L. Alexander, Cécile Hébert

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

[21] arXiv:2502.07624 (cross-list from physics.soc-ph) [cn-pdf, pdf, html, other]

Title: An effective method for profiling core-periphery structures in complex networks Show Chinese title

Title: 一种在复杂网络中分析核心-边缘结构的有效方法

Jiaqi Nie, Qi Xuan, Dehong Gao, Zhongyuan Ruan

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

[22] arXiv:2502.07805 (cross-list from physics.plasm-ph) [cn-pdf, pdf, html, other]

Title: Simultaneous kinetic profile and magnetic equilibrium inference with Bayesian integrated data analysis in preparation for ITER Show Chinese title

Title: 用于ITER准备的贝叶斯综合数据分析中的同时动力学轮廓和磁平衡推断

S. S. Denk, T. B. Amara, T. Odstrcil, L. Stagner, C. Akcay, T. Slendebroek, S. P. Smith, M. A. Van Zeeland, T. Akiyama, R. Nazikian

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

[23] arXiv:2502.07908 (cross-list from cond-mat.stat-mech) [cn-pdf, pdf, html, other]

Title: Interpretable and Equation-Free Response Theory for Complex Systems Show Chinese title

Title: 可解释且无需方程的复杂系统响应理论

Valerio Lucarini

Comments: 25 pages, 5 figures; much improved discussion of the results

Subjects: Statistical Mechanics (cond-mat.stat-mech) ; Chaotic Dynamics (nlin.CD) ; Computational Physics (physics.comp-ph) ; Data Analysis, Statistics and Probability (physics.data-an)

[24] arXiv:2502.08157 (cross-list from hep-ph) [cn-pdf, pdf, other]

Title: Bring the noise: exact inference from noisy simulations in collider physics Show Chinese title

Title: 从噪声中提取信号：在碰撞物理中从噪声模拟中进行精确推断

Christopher Chang, Benjamin Farmer, Andrew Fowlie, Anders Kvellestad

Comments: 10 pages, 4 figures

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

[25] arXiv:2502.08511 (cross-list from quant-ph) [cn-pdf, pdf, html, other]

Title: Fast, accurate, and predictive method for atom detection in site-resolved images of microtrap arrays Show Chinese title

Title: 快速、准确且具有预测性的微陷阱阵列位点分辨图像中的原子检测方法

Marc Cheneau, Romaric Journet, Matthieu Boffety, François Goudail, Caroline Kulcsár, Pauline Trouvé-Peloux

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