Data Analysis, Statistics and Probability

Authors and titles for March 2021

[1] arXiv:2103.00493 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Uniqueness of the Random Illumination Microscopy Variance Equation Show Chinese title

Title: 随机照明显微镜方差方程的唯一性

Simon Labouesse, Jérôme Idier, Anne Sentenac, Thomas Mangeat

Comments: in Proceedings of iTWIST'20, Paper-ID: 33, Nantes, France, December, 2-4, 2020

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

[2] arXiv:2103.00530 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Local clustering coefficient based on three-way partial correlations in climate networks as a new marker of tropical cyclone Show Chinese title

Title: 基于气候网络中三向部分相关性的局部聚类系数作为热带气旋的新标记

Mikhail Krivonosov, Olga Vershinina, Anna Pirova, Shraddha Gupta, Oleg Kanakov, Juergen Kurths

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

[3] arXiv:2103.01425 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: On the analysis of signal peaks in pulse-height spectra Show Chinese title

Title: 脉冲幅度谱中信号峰的分析

Cade Rodgers, Christian Iliadis

Comments: 32 pages, 8 figures, to be published in Nuclear Methods and Instruments A

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

[4] arXiv:2103.01889 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Readable and efficient HEP data analysis with bamboo Show Chinese title

Title: 可读且高效的HEP数据分析与bamboo

Pieter David

Comments: Updated version, taking into account feedback from the vCHEP2021 reviewer

Journal-ref: EPJ Web Conf., 251 (2021) 03052

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

[5] arXiv:2103.01951 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Mapping causal patterns in crystalline solids Show Chinese title

Title: 映射晶体固体中的因果模式

Chris Nelson, Anna N. Morozovska, Maxim A. Ziatdinov, Eugene A. Eliseev, Xiaohang Zhang, Ichiro Takeuchi, Sergei V. Kalinin

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

[6] arXiv:2103.02432 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: FuncADL: Functional Analysis Description Language Show Chinese title

Title: FuncADL：功能分析描述语言

Mason Proffitt, Gordon Watts

Comments: 8 pages. To be published in vCHEP 2021 proceedings

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

[7] arXiv:2103.02990 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Non-parametric estimation of a Langevin model driven by correlated noise Show Chinese title

Title: 由相关噪声驱动的Langevin模型的非参数估计

Clemens Willers, Oliver Kamps

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

[8] arXiv:2103.06995 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking Show Chinese title

Title: 几何深度学习流水线在HL-LHC粒子追踪中的性能

Xiangyang Ju (1), Daniel Murnane (1), Paolo Calafiura (1), Nicholas Choma (1), Sean Conlon (1), Steve Farrell (1), Yaoyuan Xu (1), Maria Spiropulu (2), Jean-Roch Vlimant (2), Adam Aurisano (3), V Hewes (3), Giuseppe Cerati (4), Lindsey Gray (4), Thomas Klijnsma (4), Jim Kowalkowski (4), Markus Atkinson (5), Mark Neubauer (5), Gage DeZoort (6), Savannah Thais (6), Aditi Chauhan (7), Alex Schuy (7), Shih-Chieh Hsu (7), Alex Ballow (8), and Alina Lazar (8) ((1) Lawrence Berkeley National Laboratory, (2) California Institute of Technology, (3) University of Cincinnati, (4) Fermi National Accelerator Laboratory, (5) University of Illinois at Urbana-Champaign, (6) Princeton University, (7) University of Washington, (8) Youngstown State University)

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

[9] arXiv:2103.07937 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Pandemonium: a clustering tool to partition parameter space -- application to the B anomalies Show Chinese title

Title: 混乱：一种用于划分参数空间的聚类工具——应用于B介子异常

Ursula Laa, German Valencia

Comments: 48 pages, 30 figures, version to appear in EPJ Plus

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

[10] arXiv:2103.08973 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Determining the maximum information gain and optimising experimental design in neutron reflectometry using the Fisher information Show Chinese title

Title: 使用费舍尔信息在中子反射测量中确定最大信息增益和优化实验设计

James H. Durant, Lucas Wilkins, Keith Butler, Joshaniel F. K. Cooper

Comments: Revised submission to the Journal of Applied Crystallography

Journal-ref: J. Appl. Cryst. (2021). 54, 1100-1110

Subjects: Data Analysis, Statistics and Probability (physics.data-an) ; Soft Condensed Matter (cond-mat.soft) ; Computational Physics (physics.comp-ph) ; Applications (stat.AP)

[11] arXiv:2103.09226 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: SymPKF: a symbolic and computational toolbox for the design of parametric Kalman filter dynamics Show Chinese title

Title: SymPKF：用于参数化卡尔曼滤波器动力学设计的符号与计算工具箱

Olivier Pannekoucke, Philippe Arbogast

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

[12] arXiv:2103.10142 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case Show Chinese title

Title: 深度学习的低精度策略：高能物理生成对抗网络用例

Florian Rehm, Sofia Vallecorsa, Vikram Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krücker

Comments: Submitted at ICPRAM 2021; from CERN openlab - Intel collaboration

Journal-ref: ICPRAM 2021

Subjects: Data Analysis, Statistics and Probability (physics.data-an) ; Artificial Intelligence (cs.AI) ; High Energy Physics - Experiment (hep-ex)

[13] arXiv:2103.11812 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Analysis of reliability systems via Gini-type index Show Chinese title

Title: 通过Gini型指数分析可靠性系统

Motahareh Parsa, Antonio Di Crescenzo, Hadi Jabbari

Comments: 29 pages, 16 figures

Journal-ref: European Journal of Operational Research, 264 (2018), pp. 340-353

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

[14] arXiv:2103.12313 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Different Environmental Conditions in Genetic Algorithm Show Chinese title

Title: 遗传算法中的不同环境条件

Daekyung Lee, Beom Jun Kim

Comments: 14 pages, 4 figures

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

[15] arXiv:2103.13416 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Mixture Density Network Estimation of Continuous Variable Maximum Likelihood Using Discrete Training Samples Show Chinese title

Title: 使用离散训练样本的连续变量最大似然估计的混合密度网络

Charles Burton, Spencer Stubbs, Peter Onyisi

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

[16] arXiv:2103.13948 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Composite Test inclusive of Benfords Law, Noise reduction and 0-1 Test for effective detection of Chaos in Rotor-Stator Rub Show Chinese title

Title: 包含本福特定律、降噪和0-1测试的复合测试，用于转子-定子摩擦中混沌的有效检测

Aman K Srivastava, Mayank Tiwari, Akhilendra Singh

Journal-ref: Nonlinear Dynamics, 2021

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

[17] arXiv:2103.14424 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Node metadata can produce predictability transitions in network inference problems Show Chinese title

Title: 节点元数据可以在网络推断问题中产生可预测性转换

Oscar Fajardo-Fontiveros, Marta Sales-Pardo, Roger Guimera

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

[18] arXiv:2103.14906 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Jet characterization in Heavy Ion Collisions by QCD-Aware Graph Neural Networks Show Chinese title

Title: 通过QCD感知图神经网络在重离子碰撞中对喷注的表征

Yogesh Verma, Satyajit Jena

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

[19] arXiv:2103.16247 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: Shower Identification in Calorimeter using Deep Learning Show Chinese title

Title: 基于深度学习的量能器中淋浴识别

Yogesh Verma, Satyajit Jena

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

[20] arXiv:2103.00193 (cross-list from cond-mat.supr-con) [cn-pdf, pdf, other]

Title: High-$T_c$ ternary metal hydrides, YKH$_{12}$ and LaKH$_{12}$, discovered by machine learning Show Chinese title

Title: 高$T_c$三元金属氢化物，由机器学习发现的 YKH$_{12}$和 LaKH$_{12}$

Peng Song, Zhufeng Hou, Pedro Baptista de Castro, Kousuke Nakano, Kenta Hongo, Kenta Hongo, Yoshihiko Takano, Ryo Maezono

Comments: 21 pages, 6 figures

Subjects: Superconductivity (cond-mat.supr-con) ; Applied Physics (physics.app-ph) ; Computational Physics (physics.comp-ph) ; Data Analysis, Statistics and Probability (physics.data-an)

[21] arXiv:2103.00916 (cross-list from physics.ins-det) [cn-pdf, pdf, other]

Title: Towards a realistic track reconstruction algorithm based on graph neural networks for the HL-LHC Show Chinese title

Title: 基于图神经网络的HL-LHC现实轨迹重建算法研究

Catherine Biscarat, Sylvain Caillou, Charline Rougier, Jan Stark, Jad Zahreddine

Comments: Paper submitted to vCHEP2021 (25th International Conference on Computing in High-Energy Physics and Nuclear Physics), 10 pages, 4 figures

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

[22] arXiv:2103.01076 (cross-list from physics.plasm-ph) [cn-pdf, pdf, other]

Title: Complex interferometry of magnetized plasma: accuracy and limitations Show Chinese title

Title: 磁化等离子体的复杂干涉测量：精度与局限性

Iu. Kochetkov, T. Pisarczyk, M. Kalal, T. Chodukowski, A. Zaras-Szydlowska, Z. Rusiniak, R. Dudzak, J. Dostal, M. Krupka, Ph. Korneev

Comments: 24 pages, 28 figures

Subjects: Plasma Physics (physics.plasm-ph) ; Data Analysis, Statistics and Probability (physics.data-an) ; Instrumentation and Detectors (physics.ins-det) ; Optics (physics.optics)

[23] arXiv:2103.01365 (cross-list from physics.chem-ph) [cn-pdf, pdf, other]

Title: Window Function for Chirped Pulse Spectroscopy with Enhanced Signal-to-noise Ratio and Lineshape Correction Show Chinese title

Title: 用于增强信噪比和线形校正的啁啾脉冲光谱学的窗函数

Luyao Zou, Roman A. Motiyenko

Comments: 24 pages in total, 13 pages for main article, and 11 pages for supplementary material. 13 figure in total, 8 figures for main article, and 5 figures for supplementary material. For codes and sample data, see https://doi.org/10.5281/zenodo.4555759

Subjects: Chemical Physics (physics.chem-ph) ; Data Analysis, Statistics and Probability (physics.data-an) ; Optics (physics.optics)

[24] arXiv:2103.01591 (cross-list from physics.soc-ph) [cn-pdf, pdf, other]

Title: The network asymmetry caused by the degree correlation and its effect on the bimodality in control Show Chinese title

Title: 由度相关性引起的网络不对称性及其对控制双峰性的影响

Xiaoyao Yu, Yongqing Liang, Xiaomeng Wang, Tao Jia

Comments: 25 pages, 8 figures, to be published in Physica A: Statistical Mechanics and its Applications

Journal-ref: Physica A: Statistical Mechanics and its Applications Volume 572, 15 June 2021, 125868

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

[25] arXiv:2103.01750 (cross-list from cs.SI) [cn-pdf, pdf, other]

Title: Nonparametric estimation of the preferential attachment function from one network snapshot Show Chinese title

Title: 非参数估计单一网络快照中的优先连接函数

Thong Pham, Paul Sheridan, Hidetoshi Shimodaira

Comments: 26 pages, 11 figures

Subjects: Social and Information Networks (cs.SI) ; Data Analysis, Statistics and Probability (physics.data-an) ; Physics and Society (physics.soc-ph) ; Methodology (stat.ME)

[26] arXiv:2103.02640 (cross-list from cond-mat.stat-mech) [cn-pdf, pdf, other]

Title: Intrinsic dimension of path integrals: data mining quantum criticality and emergent simplicity Show Chinese title

Title: 路径积分的内在维度：数据挖掘量子临界性和涌现的简单性

Tiago Mendes-Santos, Adriano Angelone, Alex Rodriguez, Rosario Fazio, Marcello Dalmonte

Comments: 19 pages, 13 figures, version accepted for publication in Phys. Rev. X Quantum

Journal-ref: PRX Quantum 2, 030332 (2021)

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

[27] arXiv:2103.03385 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Gaussian processes meet NeuralODEs: A Bayesian framework for learning the dynamics of partially observed systems from scarce and noisy data Show Chinese title

Title: 高斯过程遇见神经ODE：一种贝叶斯框架，用于从稀缺和噪声数据中学习部分观测系统的动力学

Mohamed Aziz Bhouri, Paris Perdikaris

Comments: 27 pages, 16 figures, 4 tables. arXiv admin note: text overlap with arXiv:2004.06843

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

[28] arXiv:2103.03464 (cross-list from physics.ins-det) [cn-pdf, pdf, other]

Title: Positioning Error Probabilities for Some Forms of Center-of-Gravity Algorithm Calculated with the Cumulative Distributions. Part II Show Chinese title

Title: 基于累积分布计算的某些重心算法定位误差概率。 第二部分

Gregorio Landi, Giovanni E. Landi

Comments: 16 pages, 11 figures. Another method to calculate the probabilities of arXiv:2011.14474

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

[29] arXiv:2103.03633 (cross-list from physics.optics) [cn-pdf, pdf, other]

Title: Unveiling the Glass Veil: Elucidating the Optical Properties in Glasses with Interpretable Machine Learning Show Chinese title

Title: 揭示玻璃面纱：用可解释的机器学习阐明玻璃的光学性质

Mohd Zaki, Vineeth Venugopal, R. Ravinder, Suresh Bishnoi, Sourabh Kumar Singh, Amarnath R. Allu, Jayadeva, N. M. Anoop Krishnan

Comments: 13 pages, 5 figures

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

[30] arXiv:2103.03897 (cross-list from hep-ph) [cn-pdf, pdf, other]

Title: Unsupervised Event Classification with Graphs on Classical and Photonic Quantum Computers Show Chinese title

Title: 基于图的无监督事件分类在经典和光子量子计算机上

Andrew Blance, Michael Spannowsky

Comments: 24 pages, 7 figures

Journal-ref: J. High Energ. Phys. 2021, 170

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

[31] arXiv:2103.04090 (cross-list from nucl-th) [cn-pdf, pdf, other]

Title: Deep learning stochastic processes with QCD phase transition Show Chinese title

Title: 基于QCD相变的深度学习随机过程

Lijia Jiang, Lingxiao Wang, Kai Zhou

Comments: 7 pages, 6 figures

Journal-ref: Phys. Rev. D 103, 116023 (2021)

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

[32] arXiv:2103.04116 (cross-list from physics.geo-ph) [cn-pdf, pdf, other]

Title: A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on Solar System bodies Show Chinese title

Title: 基于深度学习的陆地排水网络分类新方法及其在太阳系天体上的初步结果

Carlo Donadio, Massimo Brescia, Alessia Riccardo, Giuseppe Angora, Michele Delli Veneri, Giuseppe Riccio

Comments: Accepted, To be published on Scientific Reports (Nature Research Journal), 22 pages, 3 figures, 4 tables

Journal-ref: Scientific Reports, 11, 5875 (2021)

Subjects: Geophysics (physics.geo-ph) ; Earth and Planetary Astrophysics (astro-ph.EP) ; Machine Learning (cs.LG) ; Data Analysis, Statistics and Probability (physics.data-an)

[33] arXiv:2103.04213 (cross-list from cond-mat.dis-nn) [cn-pdf, pdf, other]

Title: Autonomous detection of molecular configurations in microscopic images based on deep convolutional neural network Show Chinese title

Title: 基于深度卷积神经网络的显微图像中分子构型的自主检测

Ze-Bin Wu

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

[34] arXiv:2103.04962 (cross-list from hep-ex) [cn-pdf, pdf, other]

Title: Progress in developing a hybrid deep learning algorithm for identifying and locating primary vertices Show Chinese title

Title: 用于识别和定位初级顶点的混合深度学习算法的发展进展

Simon Akar, Gowtham Atluri, Thomas Boettcher, Michael Peters, Henry Schreiner, Michael Sokoloff, Marian Stahl, William Tepe, Constantin Weisser, Mike Williams

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

[35] arXiv:2103.04992 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Self-learning Machines based on Hamiltonian Echo Backpropagation Show Chinese title

Title: 基于哈密顿回波反向传播的自学习机器

Victor Lopez-Pastor, Florian Marquardt

Journal-ref: Physical Review X 13, 031020 (2023)

Subjects: Machine Learning (cs.LG) ; Adaptation and Self-Organizing Systems (nlin.AO) ; Data Analysis, Statistics and Probability (physics.data-an) ; Optics (physics.optics)

[36] arXiv:2103.05513 (cross-list from physics.app-ph) [cn-pdf, pdf, other]

Title: Maximum-Entropy Revisited Show Chinese title

Title: 最大熵重新审视

Long V. Le, Tae J. Kim, Young D. Kim, D. E. Aspnes

Comments: 11 pages, 5 figures

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

[37] arXiv:2103.05911 (cross-list from physics.soc-ph) [cn-pdf, pdf, other]

Title: The characteristics of cycle-nodes-ratio and its application to network classification Show Chinese title

Title: 循环节点比的特性及其在网络分类中的应用

Wenjun Zhang, Wei Li, Weibing Deng

Comments: 27 pages,16 figures,3 tables

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

[38] arXiv:2103.06206 (cross-list from physics.geo-ph) [cn-pdf, pdf, other]

Title: Reservoir Computing as a Tool for Climate Predictability Studies Show Chinese title

Title: 作为气候可预测性研究工具的储备计算

B. T. Nadiga

Comments: 31 pages with 12 figures

Subjects: Geophysics (physics.geo-ph) ; Machine Learning (cs.LG) ; Chaotic Dynamics (nlin.CD) ; Data Analysis, Statistics and Probability (physics.data-an) ; Machine Learning (stat.ML)

[39] arXiv:2103.06705 (cross-list from cs.SI) [cn-pdf, pdf, other]

Title: Firms' Challenges and Social Responsibilities during Covid-19: a Twitter Analysis Show Chinese title

Title: 企业在全球疫情中的挑战与社会责任：推特分析

Alessia Patuelli, Guido Caldarelli, Nicola Lattanzi, Fabio Saracco

Comments: 30 pages, 4 figures

Journal-ref: PLoS ONE 16(7): e0254748 (2021)

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

[40] arXiv:2103.06992 (cross-list from hep-ex) [cn-pdf, pdf, other]

Title: Neutral pion reconstruction using machine learning in the MINERvA experiment at $\langle E_ν\rangle \sim 6$ GeV Show Chinese title

Title: 在$\langle E_ν\rangle \sim 6$ GeV 的 MINERvA 实验中使用机器学习重建中性π介子

A. Ghosh, B. Yaeggy, R.Galindo, Z. Ahmad Dar, F. Akbar, M. V. Ascencio, A. Bashyal, A. Bercellie, J. L. Bonilla, G. Caceres, T. Cai, M.F. Carneiro, H. da Motta, G.A. Díaz, J. Felix, A. Filkins, R. Fine, A.M. Gago, T. Golan, R. Gran, D.A. Harris, S. Henry, S. Jena, D. Jena, J. Kleykamp, M. Kordosky, D. Last, T. Len, A. Lozano, X.-G. Lu, E. Maher, S. Manly, W.A. Mann, C. Mauger, K.S. McFarland, B. Messerly, J. Miller, Luis M. Montano, D. Naples, J.K. Nelson, C. Nguyen, A. Olivier, V. Paolone, G.N. Perdue, M.A. Ramírez, H. Ray, D. Ruterbories, C.J. Solano Salinas, H. Su, M. Sultana, V.S. Syrotenko, E. Valencia, M.Wospakrik, C. Wret, K. Yang, L. Zazueta

Comments: 26 pages, v2 matches published version

Journal-ref: JINST 16 P07060 2021

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

[41] arXiv:2103.07134 (cross-list from cs.SI) [cn-pdf, pdf, other]

Title: Minimum Long-Loop Feedback Vertex Set and Network Dismantling Show Chinese title

Title: 最小长环反馈顶点集和网络拆解

Tianyi Li, Pan Zhang, Hai-Jun Zhou

Journal-ref: Phys. Rev. E 103, 061302 (2021)

Subjects: Social and Information Networks (cs.SI) ; Disordered Systems and Neural Networks (cond-mat.dis-nn) ; Data Analysis, Statistics and Probability (physics.data-an)

[42] arXiv:2103.08321 (cross-list from econ.GN) [cn-pdf, pdf, other]

Title: Territorial differences in the spread of COVID-19 in European regions and US counties Show Chinese title

Title: 欧洲地区和美国郡县COVID-19传播的地域差异

Fabrizio Natale, Stefano Maria Iacus, Alessandra Conte, Spyridon Spyratos, Francesco Sermi

Subjects: General Economics (econ.GN) ; Data Analysis, Statistics and Probability (physics.data-an) ; Applications (stat.AP)

[43] arXiv:2103.08663 (cross-list from eess.SP) [cn-pdf, pdf, other]

Title: Rapid parameter estimation of discrete decaying signals using autoencoder networks Show Chinese title

Title: 基于自编码器网络的离散衰减信号快速参数估计

Jim C. Visschers, Dmitry Budker, Lykourgos Bougas

Subjects: Signal Processing (eess.SP) ; Machine Learning (cs.LG) ; Neural and Evolutionary Computing (cs.NE) ; Data Analysis, Statistics and Probability (physics.data-an)

[44] arXiv:2103.08677 (cross-list from hep-ex) [cn-pdf, pdf, other]

Title: An Error Analysis Toolkit for Binned Counting Experiments Show Chinese title

Title: 一种用于分箱计数实验的误差分析工具包

B. Messerly, R. Fine, A. Olivier, Z. Ahmad Dar, F. Akbar, M. V. Ascencio, A. Bashyal, L. Bellantoni, A. Bercellie, J. L. Bonilla, G. Caceres, T. Cai, M.F. Carneiro, G.A. Díaz, J. Felix, L. Fields, A. Filkins, A. Ghosh, S. Gilligan, R. Gran, H. Haider, D.A. Harris, S. Henry, S. Jena, D. Jena, J. Kleykamp, M. Kordosky, D. Last, A. Lozano, X.-G. Lu, K.S. McFarland, C. Nguyen, V. Paolone, G.N. Perdue, M.A. Ramírez, H. Ray, D. Ruterbories, H. Schellman, C.J. Solano Salinas, H. Su, E. Valencia, N.H Vaughan, B. Yaeggy, K. Yang, L. Zazueta (The MINERvA Collaboration)

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

[45] arXiv:2103.09032 (cross-list from cond-mat.stat-mech) [cn-pdf, pdf, other]

Title: Functionals of fractional Brownian motion and the three arcsine laws Show Chinese title

Title: 分数布朗运动的泛函和三个弧正弦定律

Tridib Sadhu, Kay Jörg Wiese

Comments: 50 pages with 28 figures. For a supplemental Mathematica notebook (Ref[76]) see https://www.dropbox.com/s/jcgcjs5u2kfh4fm/SupplementalNotebook.nb?dl=0

Subjects: Statistical Mechanics (cond-mat.stat-mech) ; Mathematical Physics (math-ph) ; Data Analysis, Statistics and Probability (physics.data-an)

[46] arXiv:2103.09195 (cross-list from astro-ph.IM) [cn-pdf, pdf, other]

Title: Biases from Non-Simultaneous Regression with Correlated Covariates: A Case Study from Supernova Cosmology Show Chinese title

Title: 非同时回归中的偏差与相关协变量：超新星宇宙学案例研究

Samantha Dixon

Comments: 11 pages, 3 tables, accepted for publication in PASP

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

[47] arXiv:2103.09378 (cross-list from quant-ph) [cn-pdf, pdf, other]

Title: Enhancing Inertial Navigation Performance via Fusion of Classical and Quantum Accelerometers Show Chinese title

Title: 通过经典加速度计和量子加速度计融合提升惯性导航性能

Xuezhi Wang, Allison Kealy, Christopher Gilliam, Simon Haine, John Close, Bill Moran, Kyle Talbot, Simon Williams, Kyle Hardman, Chris Freier, Paul Wigley, Angela White, Stuart Szigeti, Sam Legge

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

[48] arXiv:2103.09733 (cross-list from astro-ph.HE) [cn-pdf, pdf, other]

Title: Identification of neutrino bursts associated to supernovae with Real-time Test Statistic (RTS$^2$) method Show Chinese title

Title: 利用实时检验统计量（RTS$^2$）方法识别与超新星相关的中微子爆发

Mathieu Lamoureux

Comments: 6 pages, 7 figures

Journal-ref: A&A 654, A95 (2021)

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

[49] arXiv:2103.09743 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Deep Learning-based Extreme Heatwave Forecast Show Chinese title

Title: 基于深度学习的极端热浪预测

Valérian Jacques-Dumas, Francesco Ragone, Pierre Borgnat, Patrice Abry, Freddy Bouchet

Comments: 21 pages, 5 figures

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

[50] arXiv:2103.10026 (cross-list from cond-mat.mes-hall) [cn-pdf, pdf, other]

Title: Learning Time Series from Scale Information Show Chinese title

Title: 从尺度信息学习时间序列

Yuan Yang, Jie Ding

Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall) ; Data Analysis, Statistics and Probability (physics.data-an) ; Machine Learning (stat.ML)