New Deep Learning Data Analysis Method for PROSPECT using GAPE: Genetic Algorithm Powered Evolution
M. Adriamirado, A. B. Balantekin, C. Bass et al.
Data Analysis papers — page 4
physics.data-anBrowse archive
Fast and accurate noise removal by curve fitting using orthogonal polynomials
Andrea Gallo RossoNeural posterior estimation for scalable and accurate inverse parameter inference in Li-ion batteries
Malik Hassanaly, Corey R. Randall, Peter J. Weddle et al.Growth-rate distributions at stationarity
Edgardo BrigattiVision Transformers and Graph Neural Networks for Charged Particle Tracking in the ATLAS Muon Spectrometer
Jonathan RenuschChiral moments make chiral measures
Emilio Pisanty, Nicola Mayer, Andrés Ordóñez et al.Beyond the Central Limit: Universality of the Gamma Distribution from Padé-Enhanced Large Deviations
Mario Castro, José A. CuestaConstruction of the Global χ2 Function for the Simultaneous Fitting of Correlated Energy-Dependent Cross Sections
Linquan Shao, Haoyu Yan, Yingjun Chen et al.VecAmpFit: vectorized amplitude-analysis fitting library
K. ChilikinAutomatic Termination Strategy of Inelastic Neutron-scattering Measurement Using Bayesian Optimization for Bin-width Selection
Kensuke Muto, Hirotaka Sakamoto, Kenji Nagata et al.A complex network approach to characterize clustering of events in irregular time series
Ambedkar Sanket Sukdeo, K. Shri Vignesh, Sachin S. Gunthe et al.Recent advances and trends in pattern recognition and data analysis for RICH detectors
Luka SanteljClassifying hadronic objects in ATLAS with ML/AI algorithms
Leonardo ToffolinLearning the Standard Model Manifold: Bayesian Latent Diffusion for Collider Anomaly Detection
Jigar Patel, Tommaso DorigoStructured generalized sliced Wasserstein distance for keV X-ray polarization analysis with Gas Pixel Detector
Pengcheng Ai, Hongtao Qin, Xiangming Sun et al.GNN For Muon Particle Momentum estimation
Vishak K Bhat, Eric A. F. Reinhardt, Sergei GleyzerData Unfolding: From Problem Formulation to Result Assessment
Nikolay D. GagunashviliTitanic overconfidence -- dark uncertainty can sink hybrid metrology for semiconductor manufacturing
Ronald G. Dixson, Adam L. Pintar, R. Joseph. Kline et al.Maximum Likelihood Particle Tracking in Turbulent Flows via Sparse Optimization
Griffin M Kearney, Kasey M Laurent, Makan FardadSymmetry-Constrained Forecasting of Periodically Correlated Energy Processes
Cyril Voyant, Candice Banes, Luis Garcia-Gutierrez et al.Poisson Log-Normal Process for Count Data Prediction
Anushka Saha, Abhijith Gandrakota, Alexandre V. MorozovComparison of Image Processing Models in Quark Gluon Jet Classification
Daeun Kim, Jaeyoon Cho, Jiwon Lee et al.McSAS3: improved Monte Carlo small-angle scattering analysis software for dilute and dense scatterers
Brian Richard Pauw, Ingo BreßlerLearning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics
Johannes Erdmann, Nitish Kumar Kasaraguppe, Florian MausolfNeighbourhood topology unveils pathological hubs in the brain networks of epilepsy-surgery patients
Leonardo Di Gaetano, Fernando A. N. Santos, Federico Battiston et al.