INDEX
Every paper Pith has read and judged, in one searchable index.
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physics.data-an arXiv submitted 2025-08-10Neural track finding keeps pace with LHCb's trigger
Fotis I. Giasemis · “Real-Time Analysis of Unstructured Data with Machine Learning on Heterogeneous Architectures”
2508.07423 -
math-ph arXiv submitted 2025-08-10Exit events expose a hidden state's identity
Emir Sezik +6 · “Conditional splitting probabilities for hidden-state inference in drift-diffusive processes”
2508.07386 -
physics.data-an arXiv submitted 2025-08-090.97 AUC: two-CNN ensemble beats either network on jets
Juvenal Bassa +3 · “Jet Image Tagging Using Deep Learning: An Ensemble Model”
2508.10034 -
physics.data-an arXiv submitted 2025-08-08Sampling measure drives MSM error
Yehor Tuchkov +3 · “Error Breakdown and Sensitivity Analysis of Dynamical Quantities in Markov State Models”
2508.06735 -
physics.comp-ph arXiv submitted 2025-08-08Self-driving labs hit goals six times faster than baselines
Adedire D. Adesiji +3 · “Benchmarking Self-Driving Labs”
2508.06642 -
cs.LG arXiv submitted 2025-08-08Statistical method beats machine learning in gamma-ray identification
Dinh Triem Phan +3 · “Comparative study of machine learning and statistical methods for automatic identification and quantification in {\gamma}-ray spectrometry”
2508.08306 -
cs.LG arXiv submitted 2025-08-07Graph AI spots hidden math links in 400 physics equations
Massimiliano Romiti · “A Graph-Based Framework for Exploring Mathematical Patterns in Physics: A Proof of Concept”
2508.05724 -
q-bio.QM arXiv submitted 2025-08-07Bayesian hierarchy turns NMR analysis into one least-squares step
Lennart H. Bosch +12 · “Hierarchical Maximum Likelihood Estimation for Time-Resolved NMR Data”
2508.14902 -
astro-ph.EP arXiv submitted 2025-08-07XGBoost matches slow Bayesian retrievals on exoplanet spectra
Roy T. Forestano +3 · “Supervised Machine Learning Methods with Uncertainty Quantification for Exoplanet Atmospheric Retrievals from Transmission Spectroscopy”
2508.04982 -
hep-ph arXiv submitted 2025-08-06Machine learning rediscovers the Standard Model unaided
Aya Abdelhaq +2 · “Rediscovering the Standard Model with AI”
2508.04923 -
cs.SI arXiv submitted 2025-08-06Entropy rule picks meaningful scales from any community dendrogram
Jorge Martinez Armas · “Hierarchical community detection via maximum entropy partitions and the renormalization group”
2508.04034 -
physics.ed-ph arXiv submitted 2025-08-05Concept maps cluster learners into three experience levels
Julien-Pooya Weihs +3 · “Unsupervised and semi-supervised clustering methods to identify and refine participant experience levels in educational research”
2508.03840 -
cs.LG arXiv submitted 2025-08-05Retrieves the full emissivity distribution from one pixel
Joshua R. Tempelman +3 · “Probabilistic Emissivity Retrieval from Hyperspectral Data via Physics-Guided Variational Inference”
2508.08291 -
eess.IV arXiv submitted 2025-08-04Reference labels mix unlike spectra
Trung-tin Dinh (IRAP +6 · “Classification non supervis{\'e}es d'acquisitions hyperspectrales cod{\'e}es : quelles v{\'e}rit{\'e}s terrain ?”
2508.03753 -
physics.soc-ph arXiv submitted 2025-08-01Brain networks are frustrated
Marzio Di Vece +5 · “Assessing imbalance in signed brain networks”
2508.00542 -
q-fin.ST arXiv submitted 2025-07-31Bitcoin is the most complex of four assets
Oday Masoudi +2 · “Complexity of Financial Time Series: Multifractal and Multiscale Entropy Analyses”
2507.23414 -
physics.data-an arXiv submitted 2025-07-31Neural net surrogates tune JUNO's energy response with near-zero bias
A. Gavrikov +65 · “Simulation-based inference for Precision Neutrino Physics through Neural Monte Carlo tuning”
2507.23297 -
physics.flu-dyn arXiv submitted 2025-07-30Inner-outer scaling captures wall-pressure spectrum growth
Jonathan M. O. Massey +2 · “Two-component inner--outer scaling model for the wall-pressure spectrum at high Reynolds number”
2507.23098 -
stat.ME arXiv submitted 2025-07-30One documented storm moves a wind-gust tail estimate by 74 percent
Jos\'e I. C. Lima +3 · “Stability Analysis and Local Influence Diagnostics for an Extreme-Value Regression Model of Anomalous Wind Gusts”
2507.22967 -
cs.LG arXiv submitted 2025-07-30Per-case feature scores reveal O3-NO2 synergy in Alzheimer's deaths
M. Ontivero-Ortega +5 · “Cooperative effects in feature importance of individual patterns: application to air pollutants and Alzheimer disease”
2508.00930 -
cond-mat.dis-nn arXiv submitted 2025-07-29Joint covariances detect shared signals at weaker strengths
Arabind Swain +2 · “Better Together: Cross and Joint Covariances Enhance Signal Detectability in Undersampled Data”
2507.22207 -
quant-ph arXiv submitted 2025-07-29QGANs produce financial time series matching distributions and correlations
David Dechant +6 · “Quantum generative modeling for financial time series with temporal correlations”
2507.22035 -
physics.data-an arXiv submitted 2025-07-29Physics benchmark scores AI on insight and surprise
Kristian G. Barman +7 · “Towards a Large Physics Benchmark”
2507.21695 -
physics.data-an arXiv submitted 2025-07-28Statistical physics exposes hidden memory in air-traffic delays
Felipe Olivares +1 · “Beyond Classical Models: Statistical Physics Tools for the Analysis of Time Series in Modern Air Transport”
2507.20927 -
physics.optics arXiv submitted 2025-07-28X-ray structure retrieval works at 100,000x background
Abhishek Mall +2 · “High-background X-ray single particle imaging enabled by holographic enhancement with 2D crystals”
2508.07953 -
gr-qc arXiv submitted 2025-07-27Automated lensing search workflow trims joint analyses by ~85%
Mick Wright +20 · “LensingFlow: An Automated Workflow for Gravitational Wave Lensing Analyses”
2507.20256 -
quant-ph arXiv submitted 2025-07-25Convolution becomes one sparse matrix product on a quantum chip
Mohammad Rasoul Roshanshah +2 · “Quantum-Efficient Convolution through Sparse Matrix Encoding and Low-Depth Inner Product Circuits”
2507.19658 -
physics.flu-dyn arXiv submitted 2025-07-24Hi-π rediscovers the dimensionless numbers of fluid physics
Mingkun Xia +2 · “Hierarchical Dimensionless Learning (Hi-{\pi}): A physics-data hybrid-driven approach for discovering dimensionless parameter combinations”
2507.18332 -
hep-ph arXiv submitted 2025-07-23Focus-weighted test shrinks particle-physics intervals by up to 65%
James Carzon +5 · “On Focusing Statistical Power for Searches and Measurements in Particle Physics”
2507.17831 -
physics.comp-ph arXiv submitted 2025-07-23Committor learned from raw atomic coordinates
Sergio Contreras Arredondo +5 · “From Atoms to Dynamics: Learning the Committor Without Collective Variables”
2507.17700 -
cond-mat.stat-mech arXiv submitted 2025-07-23RBM cipher: factorial keys, AES-grade diffusion, sampling decrypt
Bin Chen +1 · “Restricted Boltzmann machine as a probabilistic Enigma”
2507.17236 -
physics.app-ph arXiv submitted 2025-07-23Neural damage model learns directional softening from stretch data
Amirhossein Amiri-Hezaveh +1 · “A Physics-Augmented Machine Learning Constitutive Model for Damage in Solids”
2508.05638 -
stat.ML arXiv submitted 2025-07-22One Bayesian score could replace symbolic-regression heuristics
Roger Guimera +1 · “Bayesian symbolic regression: Automated equation discovery from a physicists' perspective”
2507.19540 -
stat.AP arXiv submitted 2025-07-20Half of Earth's land shifted warming pace around 1980
Fatemeh Aghaei A. +2 · “Change point detection in ERA5 ground temperature time series”
2507.15045 -
physics.ed-ph arXiv submitted 2025-07-19A straight-line fit turns rod-and-scale data into water density
Osvaldo L. Santos-Pereira · “Experimental Physics Laboratory 2: Calculating the Value of Water Density using Metal Rod and Water Container”
2508.02682 -
stat.ML arXiv submitted 2025-07-19Sampling only key parameters makes HMC Bayesian inference 19x cheaper
Ponkrshnan Thiagarajan +2 · “Accelerating Hamiltonian Monte Carlo for Bayesian Inference in Neural Networks and Neural Operators”
2507.14652 -
physics.plasm-ph arXiv submitted 2025-07-18Neural net turns interferograms into plasma density maps
F. Filippi +4 · “Novel techniques of imaging interferometry analysis to study gas and plasma density for laser-plasma experiments”
2507.13907 -
hep-ex arXiv submitted 2025-07-17Open tools free a dark matter calibration dataset from its private format
Amy Roberts +11 · “The Making of a Community Dark Matter Dataset with the National Science Data Fabric”
2507.13297 -
physics.soc-ph arXiv submitted 2025-07-17Paris and Madrid UHI loops share directions and slopes across climates
Suman Dharmasthala +2 · “Undulating patterns of Hysteresis loops in diurnal seasonality of air temperature in Urban Heat Island effect: Insights from Paris and Madrid”
2507.13075 -
cond-mat.stat-mech arXiv submitted 2025-07-17Carnot engine with feedback hits 100% efficiency
Yang Xiao +2 · “Information-Assisted Carnot Engine Surpasses Standard Thermodynamic Bounds”
2507.13412 -
physics.data-an arXiv submitted 2025-07-16Three descriptors predict perovskite OER activity to ~21 meV
Yeming Xian +2 · “Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts”
2507.12404 -
cs.LG arXiv submitted 2025-07-16Power-law spectral slopes preserve causal structure
Matteo Tusoni +5 · “Robust Causal Discovery in Real-World Time Series with Power-Laws”
2507.12257 -
hep-ex arXiv submitted 2025-07-15FlexCAST makes data-driven analyses fully reinterpretable
Benjamin Nachman +1 · “FlexCAST: Enabling Flexible Scientific Data Analyses”
2507.11528 -
physics.soc-ph arXiv submitted 2025-07-15One scaling law governs nested communities across many networks
Shruti Tandon +5 · “Universal self-similarity of hierarchical communities formed through a general self-organizing principle”
2507.11159 -
astro-ph.IM arXiv submitted 2025-07-14Radio fit yields field, energy, and shower depth in one pass
Simon Str\"ahnz +4 · “Information Field Theory based Event Reconstruction for Cosmic Ray Radio Detectors”
2507.10738 -
quant-ph arXiv submitted 2025-07-14Two quadratures at one Ramsey time halve qubit calibration shots
David Shnaiderov +5 · “Optimal Calibration of Qubit Detuning and Crosstalk”
2507.10661 -
cond-mat.stat-mech arXiv submitted 2025-07-14No ENSO shift since 1991 was an extreme entropy event
S\'ilvio M. Duarte Queir\'os · “Statistics of stochastic entropy for recorded transitions between ENSO states”
2507.10516 -
stat.AP arXiv submitted 2025-07-14Graph autoencoder keeps history matching geologically realistic
Gleb Shishaev +2 · “History Matching under Uncertainty of Geological Scenarios with Implicit Geological Realism Control with Generative Deep Learning and Graph Convolutions”
2507.10201 -
astro-ph.CO arXiv submitted 2025-07-14Non-Gaussian Minkowski tensors match simulations to percent level
Stephen Appleby +4 · “Non-Gaussian Expansion of Minkowski Tensors in Redshift Space”
2507.10091 -
stat.ML arXiv submitted 2025-07-13Random coefficients cut equation discovery error by 82%
Ridwan Olabiyi +2 · “Discovering Governing Equations in the Presence of Uncertainty”
2507.09740