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INDEX

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

872 reviewed papers in physics.data-an · newest first · page 12

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. cond-mat.mtrl-sci arXiv submitted 2025-07-13
    ML cuts trial-and-error in carbon nitride research

    Deep Mondal +2 · “Navigating the Evolution of Two-dimensional Carbon Nitride Research: Integrating Machine Learning into Conventional Approaches”

    2507.09669
  2. nlin.CD arXiv submitted 2025-07-13
    Three numbers govern traffic jams: 1/2

    Garyoung Lee +3 · “Universal Scaling Laws in Freeway Traffic”

    2507.09530
  3. cs.LG arXiv submitted 2025-07-12
    Generative model uncovers hidden heat risks for vulnerable nations

    Xinyue Liu +7 · “Capturing Unseen Spatial Heat Extremes Through Dependence-Aware Generative Modeling”

    2507.09211
  4. physics.med-ph arXiv submitted 2025-07-12
    Linear acceleration drives football concussion risk more than rotation

    Jessica A. Towns +11 · “Linear Acceleration Is a Primary Risk Factor for Concussion and a Target for Prevention”

    2507.09098
  5. physics.optics arXiv submitted 2025-07-11
    Continuous spectrum alone rebuilds 16-bit optical pulses

    Ilia Kuk +1 · “Inverse scattering transform via affine map: applications to high-speed nonlinear optical communications”

    2507.20470
  6. nlin.CD arXiv submitted 2025-07-10
    Neural network flags Hénon-map extremes three steps early

    Alexandre C. Andreani +2 · “Approach to predicting extreme events in time series of chaotic dynamical systems using machine learning techniques”

    2507.07834
  7. cs.CL arXiv submitted 2025-07-10
    Fine-tuned BERT extracts fuel-cell catalyst data at 82% F1

    Hein Htet +3 · “Extracting ORR Catalyst Information for Fuel Cell from Scientific Literature”

    2507.07499
  8. cond-mat.mtrl-sci arXiv submitted 2025-07-09
    CNN cracks phase retrieval for high-strain crystals

    Matteo Masto +6 · “Phase Retrieval of Highly Strained Bragg Coherent Diffraction Patterns using Supervised Convolutional Neural Network”

    2507.06644
  9. physics.bio-ph arXiv submitted 2025-07-08
    Fluorescence noise holds 99% of the likelihood in tracking data

    Zachary H. Hendrix +2 · “How Easy Is It to Learn Motion Models from Widefield Fluorescence Single Particle Tracks?”

    2507.05599
  10. cs.CV arXiv submitted 2025-07-07
    Two neural nets separate signal from background in 4D neutron data

    Yuan Ni +9 · “Physics-Guided Dual Implicit Neural Representations for Source Separation”

    2507.05249
  11. astro-ph.GA arXiv submitted 2025-07-07
    One stellar recipe wins a 40-model race with ~100% support

    Berkay Gunes +2 · “A COMPASS to Model Comparison and Simulation-Based Inference in Galactic Chemical Evolution”

    2507.05060
  12. cs.LG arXiv submitted 2025-07-06
    Feature effects decomposed into unique

    Ivan Lazic +5 · “Information-theoretic Quantification of High-order Feature Effects in Classification Problems”

    2507.04362
  13. cs.LG arXiv submitted 2025-07-03
    Entropy dual turns classification into convex optimization

    Argimiro Arratia +2 · “Classification by Separating Hypersurfaces: An Entropic Approach”

    2507.02732
  14. cond-mat.stat-mech arXiv submitted 2025-07-03
    Pseudo-likelihood beats mean-field at every temperature

    Stefano Bae +3 · “Learning and Testing Inverse Statistical Problems For Interacting Systems Undergoing Phase Transition”

    2507.02574
  15. hep-ph arXiv submitted 2025-07-02
    Neural inference nears optimal sensitivity for Higgs self-coupling

    Aishik Ghosh +3 · “Neural simulation-based inference of the Higgs trilinear self-coupling via off-shell Higgs production”

    2507.02032
  16. q-fin.PM arXiv submitted 2025-07-02
    Neural network covariance cleaning beats shrinkage for min-variance portfolios

    Christian Bongiorno +2 · “End-to-End Large Portfolio Optimization for Variance Minimization with Neural Networks through Covariance Cleaning”

    2507.01918
  17. eess.SY arXiv submitted 2025-07-01
    Probabilistic graph separates rest from anesthesia in brain data

    Roberto Sotero +1 · “Tunnelling Through Time Series: A Probabilistic Visibility Graph for Local and Global Pattern Discovery”

    2507.01247
  18. cond-mat.mtrl-sci arXiv submitted 2025-07-01
    Open-source platform automates Judd-Ofelt analysis for rare earths

    Jan Hrabovsk\'y +2 · “LOMS.cz: A computational platform for high-throughput Classical and Combinatorial Judd-Ofelt analysis and rare-earth spectroscopy”

    2507.01218
  19. physics.data-an arXiv submitted 2025-06-30
    Dimensional crossover detects signals below BBP threshold

    Riccardo Finotello +2 · “Functional Renormalization for Signal Detection: Dimensional Analysis and Dimensional Phase Transition for Nearly Continuous Spectra Effective Field Theory”

    2507.01064
  20. physics.data-an arXiv submitted 2025-06-28
    GNN tagger beats classical b-tagging under Pb-Pb background

    Changhwan Choi +1 · “Investigation of the performance of a GNN-based b-jet tagging method in heavy-ion collisions”

    2506.22691
  21. physics.soc-ph arXiv submitted 2025-06-26
    COVID-era rewiring cut systemic risk below random-network levels

    Anna Mancini +3 · “Evolution and determinants of firm-level systemic risk in local production networks”

    2506.21426
  22. cs.LG arXiv submitted 2025-06-25
    One real data point can prevent model collapse in self-training loops

    Fariba Jangjoo +2 · “Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning”

    2506.20623
  23. hep-ph arXiv submitted 2025-06-24
    Unique-6 graph hits SIC ~3 for LHC anomaly detection

    Jack Y. Araz +3 · “Graph theory inspired anomaly detection at the LHC”

    2506.19920
  24. physics.comp-ph arXiv submitted 2025-06-23
    Reduced models conserve exactly for parameters the model never saw

    Aviral Prakash +2 · “ECLEIRS: Exact conservation law embedded identification of reduced states for parameterized partial differential equations from sparse and noisy data”

    2506.18855
  25. physics.comp-ph arXiv submitted 2025-06-22
    New stochastic model reproduces FEBID growth to 15 nm

    Ilia A. Solov'yov +3 · “Stochastic dynamics simulation of the focused electron beam induced deposition process”

    2506.18163
  26. physics.chem-ph arXiv submitted 2025-06-22
    20-50 filters spot VOCs at 1-10 ppm in infrared gas sensing

    Mira Welner +2 · “Sparse Infrared Spectroscopy for Detection of Volatile Organic Compounds”

    2506.20678
  27. physics.optics arXiv submitted 2025-06-22
    Simple regression beats machine learning at waveguide loss

    Adrian Nugraha Utama +6 · “Analysis of Photonic Circuit Losses with Machine Learning Techniques”

    2506.17999
  28. physics.ins-det arXiv submitted 2025-06-20
    Neural net labels ion spectra 9 percent sharper than manual analysis

    M. Rejmund +1 · “Analysis of Atomic Charge State and Atomic Number for VAMOS++ Magnetic Spectrometer using Deep Neural Networks and Fractionally Labelled Events”

    2507.07109
  29. physics.data-an arXiv submitted 2025-06-20
    Accuracy cliff sharpens with model size by a 0.27 power law

    Thomas Seidler +1 · “Transition of AI Models in dependence of noise”

    2506.16715
  30. physics.ins-det arXiv submitted 2025-06-19
    Arrival times cut the cesium detection limit by half

    Pedro Rodr\'iguez Fern\'andez +2 · “Improvement of Nuclide Detection through Graph Spectroscopic Analysis Framework and its Application to Nuclear Facility Upset Detection”

    2506.16522
  31. cond-mat.stat-mech arXiv submitted 2025-06-19
    Natural modes alone predict how forced chaos responds

    Valerio Lucarini +3 · “A General Framework for Linking Free and Forced Fluctuations via Koopmanism”

    2506.16446
  32. cond-mat.soft arXiv submitted 2025-06-18
    ML predicts granular gas clustering without costly simulations

    Sai Preetham Sata +3 · “Machine learning based prediction of dynamical clustering in granular gases”

    2506.15657
  33. cs.DL arXiv submitted 2025-06-18
    Women are more often acknowledged than credited as authors

    Keigo Kusumegi +2 · “Dissecting the gender divide: Authorship and acknowledgment in scientific publications”

    2506.15237
  34. astro-ph.SR arXiv submitted 2025-06-17
    Open-flux coronal field traced to within 4–7 degrees

    Vadim M. Uritsky +5 · “The Quasi-Radial Field-line Tracing (QRaFT): an Adaptive Segmentation of the Open-Flux Solar Corona”

    2506.14894
  35. astro-ph.IM arXiv submitted 2025-06-17
    Birdie tests show SETI@home catches strong ET-like signals

    David P. Anderson (1) +8 · “SETI@home: Data Analysis and Findings”

    2506.14737
  36. astro-ph.IM arXiv submitted 2025-06-17
    Volunteer PCs ran SETI's 123,000-rate coherent search

    Eric J. Korpela +7 · “SETI@home: Data Acquisition and Front-End Processing”

    2506.14718
  37. hep-ex arXiv submitted 2025-06-17
    Real-time ML now runs inside all four LHC experiments

    Laura Boggia +13 · “Review of Machine Learning for Real-Time Analysis at the Large Hadron Collider experiments ALICE, ATLAS, CMS and LHCb”

    2506.14578
  38. physics.geo-ph arXiv submitted 2025-06-17
    Machine learning beats statistical rules at cleaning drilling data

    Fei Huang (1) +5 · “Machine learning approaches for automatic cleaning of investigative drilling data”

    2506.14289
  39. cond-mat.dis-nn arXiv submitted 2025-06-16
    Kurtosis peaks exactly at criticality once bins adapt

    Kaio F. R. Nascimento +3 · “Phenomenological renormalization group in neuronal models near criticality”

    2506.14053
  40. cond-mat.stat-mech arXiv submitted 2025-06-16
    Evolution trains chemical dimer networks to classify inputs

    Alexei V. Tkachenko +2 · “Evolutionary chemical learning in dimerization networks”

    2506.14006
  41. physics.ins-det arXiv submitted 2025-06-15
    Krypton line shift, not broadening, biases KATRIN neutrino mass

    Moritz Machatschek · “Using krypton-83m to determine the neutrino-mass bias caused by a non-constant electric potential of the KATRIN source”

    2506.13829
  42. cond-mat.mtrl-sci arXiv submitted 2025-06-14
    Hysteresis loops can reveal hidden grain-size statistics

    Masoud Ataei +2 · “Inferring Grain Size Distributions from Magnetic Hysteresis in M-type Hexaferrites”

    2506.12566
  43. eess.SY arXiv submitted 2025-06-14
    New rates show how wind farms recover

    Guglielmo D'Amico +1 · “Instantaneous Failure, Repair and Mobility Rates for Markov Reliability Systems: A Wind-Farm application”

    2506.17280
  44. physics.geo-ph arXiv submitted 2025-06-12
    Radar classifier auto-groups signals into 14 stable classes

    Oleg Berngardt +1 · “Self-learning signal classifier for decameter coherent scatter radars”

    2506.10305
  45. cs.SI arXiv submitted 2025-06-11
    Core-periphery structure found in networks that change over time

    Theodore Y. Faust +1 · “Inference of Hierarchical Core-Periphery Structure in Temporal Networks”

    2506.10135
  46. q-bio.QM arXiv submitted 2025-06-11
    Division history shows glc3 mostly inactive under stress

    Pedro Pessoa +4 · “Inherited or produced? Inferring protein production kinetics when protein counts are shaped by a cell's division history”

    2506.09374
  47. physics.soc-ph arXiv submitted 2025-06-10
    Proactive line cuts reduce cascading blackout risk

    Kai Zhou +3 · “Real-Time Cascade Mitigation in Power Systems Using Influence Graph Improved by Reinforcement Learning”

    2506.08893
  48. nucl-ex arXiv submitted 2025-06-10
    Muonic x-rays cut chlorine radius error by a factor of seven

    K.A. Beyer +27 · “Modern approach to muonic x-ray spectroscopy demonstrated through the measurement of stable Cl radii”

    2506.08804
  49. physics.data-an arXiv submitted 2025-06-09
    EAF shows one secure platform can serve every experiment at a lab

    Elise Chavez +4 · “The Elastic Analysis Facility's (EAF's) Contribution to the Future of Analysis at Multi-Experiment Institutions and Future Colliders”

    2506.08222
  50. physics.soc-ph arXiv submitted 2025-06-09
    Refugee stability: 2 months for Ukrainians

    Ola Ali +6 · “Refugees' path to legal stability is long and systematically unequal”

    2506.07916