End-to-end analysis using image classification
Adam Aurisano, Leigh H. Whitehead
Data Analysis papers — page 20
physics.data-anBrowse archive
Bayesian Parameterization of Continuum Battery Models from Featurized Electrochemical Measurements Considering Noise
Yannick Kuhn, Hannes Wolf, Arnulf Latz et al.Stochastic interpolation of sparsely sampled time series by a superstatistical random process and its synthesis in Fourier and wavelet space
Jeremiah Lübke, Jan Friedrich, Rainer GrauerUnbiased two-windows approach for Welch's method
Eduardo MartiniMeasuring the attenuation length of muon number in the air shower with muon detectors of 3/4 LHAASO array
Xiaoting Feng, Hengying Zhang, Cunfeng Feng et al.Machine Learned Particle Detector Simulations
D. Darulis, R. Tyson, D. G. Ireland et al.Interpretable Boosted Decision Tree Analysis for the Majorana Demonstrator
I. J. Arnquist, F. T. Avignone, A. S. Barabash et al.Efficient Bayesian estimation of a non-Markovian Langevin model driven by correlated noise
Clemens Willers, Oliver KampsComplexity emerges in measures of the marking dynamics in football games
A. Chacoma, M. N. Kuperman, O. V. BilloniOn the efficacy of the wisdom of crowds to forecast economic indicators
Nilton S. Siqueira Neto, José F. FontanariFast Columnar Physics Analyses of Terabyte-Scale LHC Data on a Cache-Aware Dask Cluster
Niclas Eich, Martin Erdmann, Peter Fackeldey et al.A Software Tool for "Gluing" Distributions
Peter WernerStatistical significance testing for mixed priors: a combined Bayesian and frequentist analysis
Jakob Robnik, Uroš SeljakGAN with an Auxiliary Regressor for the Fast Simulation of the Electromagnetic Calorimeter Response
Alexander Rogachev, Fedor RatnikovEntropy estimation in bidimensional sequences
F. N. M. de Sousa Filho, V. G. Pereira de Sá, E. BrigattiCover Your Bases: Asymptotic Distributions of the Profile Likelihood Ratio When Constraining Effective Field Theories in High-Energy Physics
Florian U. Bernlochner, Daniel C. Fry, Stephen B. Menary et al.Low probability states, data statistics, and entropy estimation
Damián G. Hernández, Ahmed Roman, Ilya NemenmanConstraining Model Uncertainty in Plasma Equation-of-State Models with a Physics-Constrained Gaussian Process
Jim A Gaffney, Lin Yang, Suzanne AliConfidence curves for UQ validation: probabilistic reference vs. oracle
Pascal PernotUnsupervised real-world knowledge extraction via disentangled variational autoencoders for photon diagnostics
Gregor Hartmann, Gesa Goetzke, Stefan Düsterer et al.Markov property of the Super-MAG Auroral Electrojet Indices
Simone Benella, Giuseppe Consolini, Mirko Stumpo et al.Boosted decision trees
Yann CoadouA machine learning photon detection algorithm for coherent X-ray ultrafast fluctuation analysis
Sathya R. Chitturi, Nicolas G. Burdet, Youssef Nashed et al.Recurrence flow measure of nonlinear dependence
Tobias Braun, K. Hauke Kraemer, Norbert MarwanNeural network model for imprecise regression with interval dependent variables
Krasymyr Tretiak, Georg Schollmeyer, Scott Ferson