Data geometry preserves prediction but reshapes explanation
Nicola Amoroso, Mario Caruso, Marianna La Rocca et al.
Data Analysis papers
physics.data-anBrowse archive
Developing Multi-Dimensional, Sequential sWeighting Routines for Reaction Selection with Emphasis on Kaon Identification at CLAS12
A. Acar, M. Bashkanov, D. P. Watts et al.Attributing extreme-event probability to a source variable
Daniel F. T. HaganSimulation-Based Inference and Unbinned Asimov Construction with Hybrid Neural Density Estimation
Rafael Coelho Lopes de Sa, Jay Sandesaraβ-Oslo and Shape analyses with unresolved parent-state mixtures
Yangping ShenConstrained surrogates for arbitrary families of continuous probability distributions
Jack Murdoch Moore, Eduardo G AltmannOnline local learning for generative thermodynamic computing
Huilin Wang, Weibing DengInformation-Loss Location Estimation and Curvature-Scale Analysis of Physical Measurements: A Gaussian, Cauchy, and Logistic Neutron-Lifetime Benchmark
Victor V. GolovkoFinite Asimov Sample Construction in Unbinned Neural Simulation-Based Inference
Rafael Coelho Lopes de Sa, Jay SandesaraCombinations of measurements that are simultaneous fits of parameters of interest and systematic uncertainties using the BLUE method
Tomas Dado, Mark Owen, Michele PinamontiA State-Transition Information Space for Time-Series Dynamics: Theory and Application
Dragutin T Mihailović, Vijay P. Singh, Slavica Malinović-MilićevićQuantity, quality, and timing: Guiding glacier data assimilation strategies in the high Arctic
Wenxue Cao, Kristoffer Aalstad, Louise S. Schmidt et al.Continuous Event Weighting for Resonance Searches
Yi Yang, Jun-Jie Chang, Hao-Yin LiaoTheoretical--operational modelling of complex experiments: parameter robustness and degeneracy in muon--electron conversion
Vitaly PronskikhReduced latent leakage does not reliably predict lower likelihood bias in collider inference
Tong PanThe Greedy Bump Bias: Local Profiling Geometry and the Look-Elsewhere Effect
Tommaso DorigoMulti-fidelity Monte Carlo estimation of floor response spectra under combined seismic and structural parameter uncertainties
Nils Baillie, Baptiste Kerleguer, Cyril Feau et al.Parameter inference from a non-stationary unknown process using statistical feature-based slow feature analysis
Kieran S. Owens, Masako Tamaki, Ben D. FulcherA Probability Model for Pentagonal Prism Dice Rolls
Paul R. Hurst, J. Naleo HydeGeometry-native machine learning reconstruction of DSMC moment fields with support monitoring
Ehsan RoohiMultivariate amplitude analysis of the cascade particle decays based on the Nearest Neighbors fitting
I. V. Yeletskikh, A. O. VasyukovThe geometry of uncertainty decomposition in profile-likelihood fits
Rafael Coelho Lopes de SáStatistical validation of calorimeter inpainting with generative diffusion priors
Himanshu Raj, Roli EshaUnknown Unknowns: Model Misspecification in Machine Learning for Physics
Juan Cruz-Martinez, Carolina Cuesta-Lazaro, Alexander Held et al.Exploring new directions in enhancing the ACTS parameter optimization suite
Chance LaVoie, Qi Bin Lei, Rocky Bala Garg et al.