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INDEX

Every paper Pith has read and judged, in one searchable index.

835 reviewed papers in physics.data-an · newest first · page 9

Pith rank means recent reader upvotes with each upvote's ranking weight halved after 24 hours. The archive itself is sorted by arXiv submission date.

  1. astro-ph.HE arXiv submitted 2025-12-22
    ML flags 13.6% of Ic-BL supernovae from first three points

    Laura Cotter +5 · “Machine learning for the early classification of broad-lined Ic supernovae”

    2512.19386
  2. physics.ins-det arXiv submitted 2025-12-21
    One-second gamma scans yield percent-level source strengths

    David Breitenmoser +3 · “Quantitative mobile gamma-ray spectrometry through Bayesian inference”

    2512.18769
  3. cond-mat.stat-mech arXiv submitted 2025-12-18
    Noah exponent has no upper bound in variable-speed Lévy walks

    Abhijit Bera +1 · “Complete Decomposition of Anomalous Diffusion in Variable Speed Generalized L\'evy Walks”

    2512.16073
  4. cs.LG arXiv submitted 2025-12-17
    Symbolic regression finds equations in physical data

    Deaglan J. Bartlett +3 · “Introduction to Symbolic Regression in the Physical Sciences”

    2512.15920
  5. cond-mat.stat-mech arXiv submitted 2025-12-15
    Running normalization collapses random matrix spectra

    Philipp Fleig · “Renormalization group for spectral collapse in random matrices with power-law variance profiles”

    2512.13883
  6. hep-ph arXiv submitted 2025-12-15
    K-folding restores p-value calibration in anomaly searches

    Marie Hein +2 · “Look everywhere effects in anomaly detection”

    2512.13787
  7. cs.LG arXiv submitted 2025-12-13
    Depth selection makes KAN models smaller and accurate

    James Bagrow +1 · “Optimized Architectures for Kolmogorov-Arnold Networks”

    2512.12448
  8. physics.flu-dyn arXiv submitted 2025-12-12
    Three hyperparameters model joint water wave trajectories

    Romain Hasco\"et · “Data-driven modeling of multivariate stochastic trajectories -- Application to water waves”

    2512.11948
  9. stat.ME arXiv submitted 2025-12-10
    Two Bayesian algorithms make battery model choice automatic

    Yannick Kuhn +4 · “A Primer on Bayesian Parameter Estimation and Model Selection for Battery Simulators”

    2512.10055
  10. physics.ins-det arXiv submitted 2025-12-10
    Bayesian protocol IDs neutron sources at 1000 events with >4 sigma

    David Breitenmoser +3 · “Identifying Neutron Sources using Recoil and Time-of-Flight Spectroscopy”

    2512.10044
  11. stat.AP arXiv submitted 2025-12-08
    Profile OmniFold corrects unfolding for detector mismodeling

    Huanbiao Zhu +5 · “Machine Learning-based Unfolding for Cross Section Measurements in the Presence of Nuisance Parameters”

    2512.07074
  12. cs.LG arXiv submitted 2025-12-05
    Three scaling laws predict how far back RNNs can learn

    Lorenzo Livi · “Learnability Window in Gated Recurrent Neural Networks”

    2512.05790
  13. cs.LG arXiv submitted 2025-12-04
    Match base-mode count to target modes and the flow learns them all

    Rajneil Baruah · “Amortized Inference of Multi-Modal Posteriors using Likelihood-Weighted Normalizing Flows”

    2512.04954
  14. hep-ph arXiv submitted 2025-12-03
    Two tweaks lift jet-model classification without hurting generation

    Joschka Birk +5 · “Enhancing next token prediction based pre-training for jet foundation models”

    2512.04149
  15. physics.ins-det arXiv submitted 2025-12-02
    Neural network shrinks light-detector pixel size to 0.2 mm

    Cyril Alispach +6 · “Position-Sensitive Silicon Photomultiplier Array with Enhanced Position Reconstruction by means of a Deep Neural Network”

    2512.02771
  16. hep-ex arXiv submitted 2025-11-28
    FCC-ee projects per-mil precision on Higgs hadronic decays

    Andrea Del Vecchio +6 · “Precision Measurements of Higgs Hadronic Decay Modes at the FCC-ee”

    2511.23149
  17. physics.data-an arXiv submitted 2025-11-20
    No single statistic detects all time irreversibility

    Teresa Dalle Nogare +1 · “Identifying statistical indicators of temporal asymmetry using a data-driven approach”

    2511.15991
  18. q-fin.TR arXiv submitted 2025-11-17
    Mispricing turns bimodal when mean reversion is slow

    Jutta G. Kurth +1 · “Stationary Distributions of the Mode-switching Chiarella Model”

    2511.13277
  19. physics.data-an arXiv submitted 2025-11-14
    Hadronic-mass estimator reduces bias in LArTPC neutrino energy

    Christopher Thorpe +1 · “The High W Challenge: Robust Neutrino Energy Estimators for LArTPCs”

    2511.11149
  20. physics.data-an arXiv submitted 2025-11-14
    W² estimator gives least-biased neutrino energy for LArTPCs

    Christopher Thorpe +1 · “The High W Challenge: Robust Neutrino Energy Estimators for LArTPCs”

    2511.11149
  21. cond-mat.stat-mech arXiv submitted 2025-11-13
    Free-energy identities that work when the Jarzynski equality fails

    Mohammad Rahbar +1 · “Exact and variational identities for free energy differences in strongly coupled open systems”

    2511.10236
  22. physics.ao-ph arXiv submitted 2025-11-12
    Deep eddies control surface forecast skill in Gulf of Mexico

    Justin Cooke +4 · “The Role of Deep Mesoscale Eddies in Ensemble Forecast Performance”

    2511.09747
  23. physics.optics arXiv submitted 2025-11-10
    Speckles survive many diffraction lengths in turbulent beams

    Travis M. Crumpton +1 · “Spatiotemporal Tracking of Persistent, Localized Speckles in Turbulent Atmospheric Propagation”

    2511.07688
  24. cs.LG arXiv submitted 2025-11-06
    Causal VAE answers 'what-if' market queries with 0.03–0.10 error

    Dennis Thumm +1 · “Towards Causal Market Simulators”

    2511.04469
  25. cs.LG arXiv submitted 2025-11-03
    Flip at low attack strength flags misclassified events

    Lucie Flek +10 · “MiniFool -- Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks”

    2511.01352
  26. physics.soc-ph arXiv submitted 2025-10-31
    One formula turns any hypergraph overlap into a similarity score

    Helcio Felippe +2 · “Information theory for hypergraph similarity”

    2510.27411
  27. physics.comp-ph arXiv submitted 2025-10-29
    Bayesian MINFLUX cuts photons for 1 nm resolution by factor of four

    Steffen Schultze +1 · “Bayesian MINFLUX localization microscopy”

    2510.25654
  28. physics.soc-ph arXiv submitted 2025-10-27
    Vari-linear model fits real networks several times better

    Jinhu Ren +1 · “Universal Network Generation Model via Exponential Probabilistic Growth and Vari-linear Preferential Attachment”

    2510.23041
  29. astro-ph.CO arXiv submitted 2025-10-24
    Binary corrections map exactly to Ising model

    Marcus H\"og{\aa}s +1 · “Analytic Marginalization over Binary Variables in Physics Data”

    2510.21912
  30. math.DS arXiv submitted 2025-10-22
    Graph heat diffusion satisfies an information-theoretic second law

    Samuel Koovely +1 · “Evolution of Conditional Entropy for Diffusion Dynamics on Graphs”

    2510.19441
  31. astro-ph.CO arXiv submitted 2025-10-22
    Transfer learning cuts new-cosmology simulation needs tenfold

    Veena Krishnaraj +3 · “Transfer Learning Beyond the Standard Model”

    2510.19168
  32. astro-ph.IM arXiv submitted 2025-10-19
    DALI approximates GW posteriors 55 times faster than MCMC

    Josiel Mendon\c{c}a Soares de Souza +1 · “On the use of the Derivative Approximation for Likelihoods for Gravitational Wave Inference”

    2510.16955
  33. cond-mat.mtrl-sci arXiv submitted 2025-10-09
    Ensemble filter calibrates impact material models in five iterations

    Rong Jin +2 · “Ensemble-Based Data Assimilation for Material Model Characterization in High-Velocity Impact”

    2510.09703
  34. q-bio.NC arXiv submitted 2025-10-08
    New latency-correction algorithm nearly matches simulated annealing

    Thomas Kreuz · “Quantifying spike train synchrony and directionality: Measures and Applications”

    2510.07140
  35. cs.LG arXiv submitted 2025-10-08
    Effective dimension's training payoff flips with model bias

    Lorenzo Pastori +2 · “Fisher Information, Training and Bias in Fourier Regression Models”

    2510.06945
  36. nlin.PS arXiv submitted 2025-10-06
    Soliton gases found in open ocean for first time

    Yu-Chen Lee +1 · “Field observation of soliton gases in the deep open ocean”

    2510.04662
  37. hep-ex arXiv submitted 2025-10-02
    A Wasserstein loss stops autoencoders from reconstructing outliers

    CMS Collaboration · “Wasserstein normalized autoencoder for anomaly detection”

    2510.02168
  38. physics.data-an arXiv submitted 2025-10-01
    Tabulated beta-prime sequences identify symmetry without desymmetrization

    Sashmita Rout +1 · “Higher-order spacings in the superposed spectra of random matrices with comparison to spacing ratios and application to complex systems”

    2510.00503
  39. physics.ao-ph arXiv submitted 2025-09-30
    EnScale downscales climate models at one-tenth the usual cost

    Maybritt Schillinger +4 · “EnScale: Temporally-consistent multivariate generative downscaling via proper scoring rules”

    2509.26258
  40. physics.data-an arXiv submitted 2025-09-29
    Rosenblatt transform decouples classifier from observable

    Radek Vav\v{r}i\v{c}ka (1) +5 · “A Numerical Rosenblatt Method for Forced Variable Independence”

    2509.25521
  41. astro-ph.CO arXiv submitted 2025-09-29
    Graph measures on pulsar data detect weak SGWB

    M. Alakhras +1 · “Graph-based Summary Statistics for Revealing the Stochastic Gravitational Wave Background in Pulsar Timing Arrays”

    2509.24904
  42. physics.soc-ph arXiv submitted 2025-09-27
    Three linking rules explain gender gaps in science networks

    Jan Bachmann +4 · “Network Inequality through Preferential Attachment, Triadic Closure, and Homophily”

    2509.23205
  43. stat.ML arXiv submitted 2025-09-24
    Geometric autoencoders distill multi-geometry data into Bayesian priors

    Arnaud Vadeboncoeur +3 · “Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later”

    2509.19929
  44. stat.ME arXiv submitted 2025-09-23
    Growing-ball model makes particle filtering work for heart mapping

    Emma Lagracie (UB +2 · “Particle Filtering for Non-Deterministic Electrocardiographic Imaging”

    2509.19404
  45. cs.LG arXiv submitted 2025-09-19
    Split data by scale, then sharpen the finest band to beat bigger INRs

    Yuan Ni +7 · “Multi-resolution Enhancement for Full Spectrum Neural Representations”

    2509.15494
  46. physics.geo-ph arXiv submitted 2025-09-17
    Attention simulator generates coherent multisite flood portfolios

    Adam Nayak +2 · “An Attention-Based Stochastic Simulator for Multisite Extremes to Evaluate Nonstationary, Cascading Flood Risk”

    2509.14162
  47. quant-ph arXiv submitted 2025-09-14
    CVRP unlikely for early quantum utility on NISQ hardware

    Chinonso Onah +1 · “Requirements for Early Quantum Utility and Quantum Utility in the Capacitated Vehicle Routing Problem”

    2509.11469
  48. physics.data-an arXiv submitted 2025-09-12
    Optimal detection reduces to Bertrand time-frequency correlations

    Vladimir Lenok · “Bertrand's Representation of the Optimal Detector”

    2509.10198
  49. cs.SD arXiv submitted 2025-09-10
    Bayesian inference estimates room surface impedances from interior sounds

    Jonas M. Schmid +3 · “In situ estimation of the acoustic surface impedance using simulation-based inference”

    2509.08873
  50. math.ST arXiv submitted 2025-09-09
    Mutual information screening scales to 150,000 brain features

    Kai Yang · “Contributions to Robust and Efficient Methods for Analysis of High Dimensional Data”

    2509.08155