INDEX
Every paper Pith has read and judged, in one searchable index.
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physics.data-an arXiv submitted 2025-05-13CNF pipeline halves Higgs signal error bars and runs 10x faster
Ibrahim Elsharkawy +1 · “Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation”
2505.08709 -
nlin.CD arXiv submitted 2025-05-12Two nudged trajectories yield every training gradient
Serge Massar · “Equilibrium Propagation for Learning in Lagrangian Dynamical Systems”
2505.07363 -
cs.LG arXiv submitted 2025-05-12Three axes explain why complexity measures disagree
Nima Dehghani · “Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era”
2505.07222 -
cs.LG arXiv submitted 2025-05-10Sweeping L2 regularization exposes hidden accuracy phases
Ibrahim Talha Ersoy +1 · “Phase Transitions between Accuracy Regimes in L2 regularized Deep Neural Networks”
2505.06597 -
physics.flu-dyn arXiv submitted 2025-05-09Sea-state-to-pressure surrogate predicts ship added resistance
Malte Loft +2 · “Data-driven pressure field prediction for ships in regular sea states”
2505.06014 -
astro-ph.IM arXiv submitted 2025-05-08GNSS water-vapour readings match a radiometer to 0.15 mm
Lott Frans +3 · “Analysis of the accuracy of GNSS inferred precipitable water vapour against that from a 210 GHz WVR at the H.E.S.S. site”
2505.05346 -
astro-ph.IM arXiv submitted 2025-05-08Gamsberg is the drier, better site for the Africa Millimetre Telescope
Lott Frans +3 · “A comparative analysis of GNSS-inferred precipitable water vapour at the potential sites for the Africa Millimetre Telescope”
2505.05310 -
physics.flu-dyn arXiv submitted 2025-05-08Turbulence intermittency grows logarithmically
Shreyashri Sarkar +1 · “Information-theoretic characterization of turbulence intermittency”
2505.05304 -
physics.comp-ph arXiv submitted 2025-05-07A physics-trained neural net shows no trace of physics in its weights
Jean-Michel Tucny +2 · “Is the end of Insight in Sight ?”
2505.04627 -
cs.SI arXiv submitted 2025-05-07One spectral formula solves resetting on hypergraphs
Fei Ma +4 · “Random walks with resetting on hypergraph”
2505.04215 -
physics.soc-ph arXiv submitted 2025-05-07One Python package unifies info-theory measures and estimators
Carlson Moses B\"uth +2 · “infomeasure: A Comprehensive Python Package for Information Theory Measures and Estimators”
2505.14696 -
stat.ME arXiv submitted 2025-05-07Fingerprinting intervals reach 95% coverage without bootstrap
Haoran Li +1 · “Regularized Fingerprinting with Linearly Optimal Weight Matrix in Detection and Attribution of Climate Change”
2505.04070 -
hep-ph arXiv submitted 2025-05-06Neural scaling removes negative Monte Carlo weights
Benjamin Nachman +1 · “Stay Positive: Neural Refinement of Sample Weights”
2505.03724 -
cs.LG arXiv submitted 2025-05-06Adaptive annealing stops mode collapse in normalizing flows
Yihang Wang +2 · “Mitigating mode collapse in normalizing flows by annealing with an adaptive schedule: Application to parameter estimation”
2505.03652 -
cond-mat.soft arXiv submitted 2025-05-05Structural subspace explains azobenzene spectrum variation
Eemeli A. Eronen +1 · “Structural Decomposition of UV--Visible Spectral Variation: Azobenzene in Ethanol Solution”
2505.02610 -
physics.flu-dyn arXiv submitted 2025-05-05Freeplay turns transonic buffet into 3:1 heave resonance
Michael Candon +3 · “A Numerical Investigation of the Aeroelastic Interaction between Transonic Buffet and Structural Nonlinearity”
2505.02412 -
physics.ao-ph arXiv submitted 2025-05-03France's forest CO2 sink has halved since 2008
P . Ciais +6 · “An outlook on the Rapid Decline of Carbon Sequestration in French Forests and associated reporting needs”
2505.11512 -
physics.data-an arXiv submitted 2025-05-02Gaussian processes interpolate sparse data
R.F. Ferguson +2 · “Data-driven Approach for Interpolation of Sparse Data”
2505.01473 -
physics.data-an arXiv submitted 2025-05-02Cumulant-based estimator removes spurious offsets from higher-order spectra
Markus Sifft +3 · “Correct Estimation of Higher-Order Spectra: From Theoretical Challenges to Practical Multi-Channel Implementation in SignalSnap”
2505.01231 -
cs.DC arXiv submitted 2025-05-02Terabyte-scale physics analyses run in minutes on a small cluster
Josh Bendavid (1 +13 · “SubMIT: A Physics Analysis Facility at MIT”
2506.01958 -
q-bio.NC arXiv submitted 2025-05-02One Julia package estimates neural timescales eight ways
Yasir Catal +1 · “IntrinsicTimescales.jl: A Julia package to estimate intrinsic (neural) timescales (INTs) from time-series data”
2505.11507 -
cs.SI arXiv submitted 2025-04-29One GCN variant tops link prediction on all nine networks
Ke-ke Shang +3 · “Triadic Closure-Heterogeneity-Harmony GCN for Link Prediction”
2504.20492 -
cond-mat.str-el arXiv submitted 2025-04-29Ant colony optimization cuts density functional error to 0.8%
G. M. Tonin +3 · “Ant Colony Optimization for Density Functionals in Strongly Correlated Systems”
2504.20317 -
physics.data-an arXiv submitted 2025-04-28Relative scores beat absolute ones by up to 28% in noisy contests
M. R. Brown +2 · “Relative Advantage: Quantifying Performance in Noisy Competitive Settings”
2504.19612 -
cs.SI arXiv submitted 2025-04-24No sampling method wins on every network
Quoc Chuong Nguyen · “Network Sampling: An Overview and Comparative Analysis”
2504.17701 -
nucl-th arXiv submitted 2025-04-24One shell factor unlocks fine-structure fission yield predictions
Jingde Chen +5 · “A physics-embedded Bayesian neural network for predicting the energy dependence of fission product yields with fine structures”
2504.17275 -
physics.data-an arXiv submitted 2025-04-23Adding biased rolls modulo m yields uniform output fast
Eduardo Gueron · “Modular Debiasing: A Robust Method for Quantum Randomness Extraction”
2504.18585 -
physics.ed-ph arXiv submitted 2025-04-23First flight-physics concept inventory maps lift and drag ideas
Florian Genz · “The Flight Physics Concept Inventory: Development of a research-based assessment instrument to enhance learning and teaching”
2504.16975 -
physics.flu-dyn arXiv submitted 2025-04-22Polarized-light images plus physics yield 3D fluid stress maps
Daichi Igarashi +5 · “Reconstruction of three-dimensional fluid stress field via photoelasticity using physics-informed convolutional encoder-decoder”
2504.15952 -
cs.IT arXiv submitted 2025-04-22Redundancy and vulnerability averages need no decomposition
Aaron J. Gutknecht +5 · “Shannon invariants: A scalable approach to information decomposition”
2504.15779 -
physics.geo-ph arXiv submitted 2025-04-21Returns uncertainty-aware velocity maps for new sites in seconds
Xin Zhang +1 · “Solving All Seismic Tomographic Problems using Deep Learning”
2504.14830 -
physics.flu-dyn arXiv submitted 2025-04-20Neural nets learn the signed Smagorinsky coefficient for hurricane LES
Md Badrul Hasan +2 · “Invariance-embedded Machine Learning Sub-grid-scale Stress Models for Meso-scale Hurricane Boundary Layer Flow Simulation I: Model Development and $\textit{a priori}$ Studies”
2504.14473 -
physics.geo-ph arXiv submitted 2025-04-18One nonlinear Burgers model fits ice and olivine experiments
Ron Maor +3 · “Learning the nature of viscoelasticity in geologic materials with MCMC”
2504.14028 -
physics.flu-dyn arXiv submitted 2025-04-15Mixed agent policies speed odor-source search in turbulence
Lorenzo Piro +4 · “Policy heterogeneity improves collective olfactory search in 3-D turbulence”
2504.11291 -
cond-mat.mtrl-sci arXiv submitted 2025-04-02ZrO2 ceramic meets metal rules but shows 137°C hysteresis
Ashutosh Pandey +4 · “Composition Design of Shape Memory Ceramics based on Gaussian Processes”
2504.01896 -
physics.data-an arXiv submitted 2025-03-19Maximum likelihood recovers burst-merging kernel from time series
Tibebe Birhanu +1 · “Maximum likelihood estimation of burst-merging kernels for bursty time series”
2503.14861 -
physics.ao-ph arXiv submitted 2025-02-26Arctic sea ice shapes eastern US winter ozone via jet streams
K Shuvo Bakar +3 · “Arctic teleconnection on climate and ozone pollution in the polar jet stream path of eastern US”
2502.19234 -
physics.ins-det arXiv submitted 2025-02-25Raw events analyzed directly give better scattering parameters
Phillip M. Bentley +1 · “Probabilistic Analysis of Event-Mode Experimental Data”
2502.17994 -
hep-ph arXiv submitted 2025-02-13Normalising flows can shrink physics likelihoods to checked files
Jack Y. Araz +4 · “Communicating Likelihoods with Normalising Flows”
2502.09494 -
cs.LG arXiv submitted 2025-02-13Review maps ML routes for unstructured physics grids
Sibo Cheng +22 · “Machine learning for modelling unstructured grid data in computational physics: a review”
2502.09346 -
physics.geo-ph arXiv submitted 2025-02-13Joint albedo and snow-depth data cut glacier mass-balance error by 86%
Wenxue Cao +4 · “Glacier data assimilation on an Arctic glacier: Learning from large ensemble twin experiments”
2502.09314 -
physics.soc-ph arXiv submitted 2025-02-12A p-value picks out genuine agreements in signed networks
Anna Gallo +2 · “Statistically validated projection of bipartite signed networks”
2502.08567 -
hep-ph arXiv submitted 2025-02-12Exact inferences from noisy collider simulations
Christopher Chang +3 · “Bring the noise: exact inference from noisy simulations in collider physics”
2502.08157 -
cond-mat.stat-mech arXiv submitted 2025-02-11Markov chains reduce response to a sum of exponentials
Valerio Lucarini · “Interpretable and Equation-Free Response Theory for Complex Systems”
2502.07908 -
physics.soc-ph arXiv submitted 2025-02-11Coreness-first ranking finds denser cores and near-max cliques
Jiaqi Nie +3 · “An effective method for profiling core-periphery structures in complex networks”
2502.07624 -
cond-mat.mtrl-sci arXiv submitted 2025-02-11Bayesian method sharpens EDX chemical maps to unit-cell resolution
Pau Torruella +5 · “A multiscale Bayesian approach to quantification and denoising of energy-dispersive x-ray data”
2502.07473 -
cond-mat.mtrl-sci arXiv submitted 2025-02-11Small aggregates set CNT fiber strength
Daisuke Kimura +3 · “Explainable Multimodal Machine Learning for Revealing Structure-Property Relationships in Carbon Nanotube Fibers”
2502.07400 -
physics.ins-det arXiv submitted 2025-02-11FFT-based neural classifier keeps neutron/gamma accuracy at low rates
Pengcheng Ai +3 · “Towards energy-insensitive and robust neutron/gamma classification: A learning-based frequency-domain parametric approach”
2502.07359 -
physics.data-an arXiv submitted 2025-02-10Tracking errors shift phi spin alignment by less than 0.0005
C.W. Robertson +2 · “Impact of Tracking Resolutions on $\phi$-Meson Spin Alignment Measurement”
2502.06576 -
q-bio.NC arXiv submitted 2025-02-09Fourier transform of brain network topology tracks intelligence
Moo K. Chung +1 · “Topological Time Frequency Analysis of Functional Brain Signals”
2502.05814