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INDEX

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

751 reviewed papers in physics.data-an · newest first · page 1

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. nlin.PS arXiv submitted 2026-08-10
    Rogue wave odds follow one log-normal curve

    Yuchen He +2 · “Rogue Wave Statistics from a Sparse Coherent Structure Decomposition”

    2608.09584
  2. hep-ph arXiv submitted 2026-08-10
    HEP-ML review freezes as field outgrows exhaustive lists

    Claudius Krause +3 · “The Living Guide of Machine Learning for Particle Physics”

    2608.09531
  3. cond-mat.stat-mech arXiv submitted 2026-08-08
    Turning angles expose anisotropies invisible to covariance analysis

    Micha{\l} Balcerek +3 · “Turning angle analysis reveals hidden anisotropies in the anomalous diffusion of molecules in live cells”

    2608.07975
  4. cs.LG arXiv submitted 2026-08-07
    A small CNN with guided attention wins on blazar forecasts

    Amal Saadallah +3 · “PhysAttNet: Enhancing Predictive Performance in Industrial and Astrophysical Time Series via Physics-Informed Attention”

    2608.07681
  5. physics.ao-ph arXiv submitted 2026-08-07
    Lost climate-sensitivity signal returns through CO2 response

    Zaibo Zhao +1 · “Finite-Response Complementarity in Fluctuation Constraints on Climate Sensitivity”

    2608.07356
  6. cs.HC arXiv submitted 2026-08-07
    Fitts' law falls out of equilibrium thermodynamics

    Uzafir Ahmad Rafaq +2 · “Thermodynamic Human-Computer Interaction”

    2608.07123
  7. astro-ph.IM arXiv submitted 2026-08-06
    NestyNet fits physics functions 2,100x more accurately

    Rodrigo Ibata +4 · “NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives”

    2608.05862
  8. nlin.CD arXiv submitted 2026-08-06
    Slope of forecast errors recovers negative Lyapunov exponents

    Andrei Velichko +2 · “Equation-Free Period-Aware Forecast-Error Contraction for Estimating Negative Largest Lyapunov Exponents from Short Trajectory Ensembles”

    2608.05522
  9. physics.data-an arXiv submitted 2026-08-05
    One LASSO fit recovers Heston leverage from a price path

    Sai Sathvik Gullipalli +2 · “Weak Form Recovery of Heston Type Stochastic Dynamics”

    2608.05009
  10. physics.data-an arXiv submitted 2026-08-05
    Weak-form LASSO recovers Heston leverage under 5% error

    Sai Sathvik Gullipalli +2 · “Weak Form Recovery of Heston Type Stochastic Dynamics”

    2608.05009
  11. physics.comp-ph arXiv submitted 2026-08-05
    Exact binding constants from one population ratio

    Davide Mandelli +2 · “From populations to absolute binding affinities in molecular simulations: exact volumetric terms and practical estimators”

    2608.04834
  12. cs.DL arXiv submitted 2026-08-04
    New repository standardizes 83 higher-order network datasets

    Florian Frantzen +1 · “A repository for discovery and reuse of higher-order network datasets”

    2608.03491
  13. cond-mat.stat-mech arXiv submitted 2026-08-03
    Cricket record gaps follow exponent 0.8

    Priyanka D. Bhoyar +1 · “Gap distributions between successive personal bests in cricket: Data and Models”

    2608.01882
  14. cond-mat.mtrl-sci arXiv submitted 2026-08-01
    92 simulations replace 696 for stream-finishing wear maps

    Anand Kumar +3 · “Uncertainty-guided active learning for surrogate prediction of stream-finishing wear fields”

    2608.00593
  15. cs.AI arXiv submitted 2026-08-01
    100 evaluations match a million-point search

    Zhenya Zhang +4 · “BayesSeg: A Bayesian Optimization Framework for State Segmentation of Electricity Consumption Time Series”

    2608.00513
  16. physics.data-an arXiv submitted 2026-07-31
    Shrink PETRA III storage 2.1:1 at low speed

    Malte Buschmann +4 · “Lossless Compression Performance for PETRA III Datasets”

    2608.00168
  17. physics.optics arXiv submitted 2026-07-31
    One diffraction pattern per angle gives 62-nm X-ray phase tomography

    Jordan T. O'Neal +8 · “Tomographic Phase Imaging with Randomized Probe Imaging”

    2607.29471
  18. physics.data-an arXiv submitted 2026-07-31
    Median-sensitivity formula outdoes s/√b at low event counts

    Enzo Canonero +1 · “Discovery Sensitivity for a Counting Experiment with Background Uncertainty”

    2607.29436
  19. physics.data-an arXiv submitted 2026-07-31
    One pretrained model beats from-scratch training on 12 charm decays

    Kaixuan Huang +8 · “Learning transferable event representations for charmed baryon physics at BESIII”

    2607.29088
  20. physics.chem-ph arXiv submitted 2026-07-31
    IR alone separates all non-mirror conformers in three molecules

    Megan Simons +1 · “Finite-Resolution Identifiability and Measurement Design for Molecular Conformer Spectroscopy”

    2608.02637
  21. astro-ph.GA arXiv submitted 2026-07-30
    Changing-look AGNs live in ordinary quiet galaxies

    Shengxiu Sun +4 · “Changing-Look AGNs from DESI. VI. Host Galaxies”

    2607.28735
  22. physics.data-an arXiv submitted 2026-07-30
    Ordinal patterns of random walks reveal non-Gaussian tails

    Alberto Mateos Roig +2 · “Unveiling Amplitude Distributions via the Ordinal Language of Random Walks”

    2607.28266
  23. physics.ao-ph arXiv submitted 2026-07-30
    New MTG images cut cloudy-sky solar errors by ~6–8 W/m²

    Gordei Prib\~otkin +2 · “Meteosat Third Generation imagery improves CNN-based SSI retrieval”

    2607.28093
  24. physics.data-an arXiv submitted 2026-07-30
    Supervised ML recovers beta feedings 10x better in dense decays

    J. Balibrea-Correa +3 · “Rethinking Total Absorption Gamma Spectroscopy Deconvolution: Supervised Machine Learning vs Response-Matrix Methods”

    2608.00090
  25. physics.geo-ph arXiv submitted 2026-07-30
    Benford's Law detects 97.5% of local earthquakes

    Bivas Das +3 · “Earthquake Detection Using Benford's Law”

    2607.27821
  26. cond-mat.stat-mech arXiv submitted 2026-07-29
    Neural solvers find Young-diagram saddles without formulas

    Qian Chen +1 · “Neural variational framework for random Young-diagram limit shapes”

    2607.27061
  27. physics.app-ph arXiv submitted 2026-07-29
    LiDAR finds thousands of Bologna trees the city catalogue misses

    Aldo Canfora +3 · “Watershed vs. Region Growing for Individual Tree Segmentation from Airborne LiDAR: An Urban Case Study in Bologna”

    2607.27018
  28. physics.plasm-ph arXiv submitted 2026-07-29
    Laser signals plus energy laws recover four steel properties at once

    Ying Zhou +8 · “Measurement of multiple mechanical properties from multi-dimensional signals in nanosecond laser ablation via PINN”

    2607.26965
  29. cs.LG arXiv submitted 2026-07-29
    Interventional pretraining lifts causal direction accuracy

    Dennis Thumm +2 · “DoTime: A Synthetic Benchmark Generator for Interventional and Counterfactual Time Series”

    2607.27263
  30. stat.ML arXiv submitted 2026-07-29
    One formula predicts the double-descent spike in sparse sensing

    Andrei A. Klishin +2 · “Origins and mitigation of double descent in reduced order modeling”

    2607.26414
  31. physics.data-an arXiv submitted 2026-07-28
    A two-regime law describes wind-power fluctuation statistics

    S. Mitra +4 · “A Two-Regime Statistical Framework for Wind-Power Distributions: From Wind-Speed Fluctuations to Turbine Control”

    2607.25863
  32. physics.data-an arXiv submitted 2026-07-28
    Rician distribution beats Gaussian and matches Weibull for wind speeds

    S. Mitra +4 · “Rician Distribution as a Physically Interpretable Model for Wind-Speed Statistics”

    2607.25840
  33. physics.data-an arXiv submitted 2026-07-28
    Rank extreme values by visibility-graph degree

    Juliane T. Moraes +2 · “Visibility graph-based characterization of extreme values in time series”

    2607.25214
  34. hep-ph arXiv submitted 2026-07-27
    Nine constants replace a neural TMD fit to Drell–Yan data

    Cole Granger +8 · “Symbolic Extraction of Non-Perturbative Transverse-Momentum-Dependent Distributions from Drell-Yan Data”

    2607.24710
  35. cond-mat.stat-mech arXiv submitted 2026-07-27
    Mean first-passage time replaces relaxation time in transport

    V. V. Ryazanov · “Thermodynamics with thermodynamic variable first-passage time. I. From stochastic trajectories to nonlinear transport equations”

    2607.24078
  36. physics.ao-ph arXiv submitted 2026-07-26
    Global mean temperature overstates warming over most of Earth

    Jeremy Cheuk-Hin Leung +2 · “Global-mean surface air temperature change overestimates global warming rate”

    2607.23541
  37. quant-ph arXiv submitted 2026-07-24
    Machine learning spots entanglement in raw photon counts

    Artur Czerwinski +2 · “Machine Learning of Quantum Entanglement from Noisy Measurements”

    2607.22853
  38. physics.data-an arXiv submitted 2026-07-24
    Field-theory detector spots signals hidden inside spectral noise

    Riccardo Finotello +3 · “Data Field Theory: Theory and Applications of the Functional Renormalization Group for Signal Detection”

    2607.27236
  39. physics.soc-ph arXiv submitted 2026-07-24
    Small departments grow or close

    Jan Bachmann +5 · “How large should academic departments be?”

    2607.22189
  40. physics.ins-det arXiv submitted 2026-07-23
    BEAP finds mixed neutron sources in tens to millions of recoil events

    David Breitenmoser +4 · “Bayesian evidence adaptive pursuit to identify neutron sources with scatter-based spectrometers”

    2607.21543
  41. cond-mat.mtrl-sci arXiv submitted 2026-07-23
    TabPFN predicts TMD alloy optical spectra from composition alone

    Vivek Chowdhury +4 · “Machine learning based prediction of optical properties in two-dimensional Mo-W-S-Se-Te transition-metal dichalcogenide alloys through physics-informed sampling”

    2607.21246
  42. physics.data-an arXiv submitted 2026-07-23
    One linear system answers arbitrary discrete probability queries

    Kacper Topolnicki +1 · “A framework for general discrete probability calculations”

    2607.21011
  43. stat.ME arXiv submitted 2026-07-22
    Divide by goodness-of-fit to keep wrong-model intervals honest

    Benjamin Nachman +1 · “The Well-Tempered Likelihood: Honest Confidence Intervals for Misspecified Models”

    2607.20718
  44. q-bio.NC arXiv submitted 2026-07-22
    CNN labels brain signals 7200 times faster than neurologists

    Zag ElSayed +6 · “Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation”

    2607.21654
  45. physics.chem-ph arXiv submitted 2026-07-22
    Two-stage propose-then-refine model hits 93.8% on simulated spectra

    Chengchun Liu +7 · “Hypothesis-and-Refinement Learning of Organic Structures from Multimodal Spectroscopic Data”

    2607.19816
  46. physics.soc-ph arXiv submitted 2026-07-21
    Tensor networks reveal wildfire-risk class hierarchy

    Domenico Pomarico +14 · “Tensor Network Machine Learning for Wildfire Susceptibility Mapping: from Grokking Dynamics to Quantum Mixedness of Class Representations”

    2607.19503
  47. physics.data-an arXiv submitted 2026-07-21
    High-frequency sampling can cut EIS time by 98%

    Qiuyu Shi +6 · “Accelerating Electrochemical Impedance Spectroscopy Measurements by Reducing Reliance on Noisy Low-Frequency Data”

    2607.19307
  48. cs.LG arXiv submitted 2026-07-21
    Trained LSTM predicts adhesive force trajectories with ~2% pull-off error

    Ali Maghami +3 · “Deep learning-based prediction of time-resolved adhesive forces in viscoelastic Hertzian contacts”

    2607.19060
  49. physics.comp-ph arXiv submitted 2026-07-21
    Bayes' theorem runs every UQ task in mechanics

    Sascha Ranftl +3 · “Uncertainty quantification in mechanics: A unified Bayesian perspective”

    2607.18734
  50. hep-ph arXiv submitted 2026-07-20
    Diffusion model speeds up FCC-ee background simulation 10,000x

    Antonio Chahine +12 · “D$e^+e^-$ffusion: Capturing the Beam-Beam Physics of $e^+e^-$ Collisions with Diffusion Models”

    2607.18512