INDEX
Every paper Pith has read and judged, in one searchable index.
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physics.data-an arXiv submitted 2025-01-01REBEL captures the phase that SINDy misses
Tim W. Kroll +1 · “Sparse identification of evolution equations via Bayesian model selection”
2501.01476 -
astro-ph.IM arXiv submitted 2024-12-30TDI-infinity keeps LISA parameter recovery stable through data gaps
Niklas Houba +2 · “Robust Bayesian inference with gapped LISA data using all-in-one TDI-$\infty$”
2412.20793 -
quant-ph arXiv submitted 2024-12-27Neural network reads out two coupled NV spins at once
Matthew Joliffe +2 · “Readout of strongly coupled NV center-pair spin states with deep neural networks”
2412.19581 -
physics.data-an arXiv submitted 2024-12-25Best laser heat-flux readings land near Bi = 1
Zhongyuan Shi +2 · “Transient and Periodic Steady-State Characteristics of the Local Heat Transfer Measurement by Thermal Perturbation with Gaussian Power Density Distribution & A Supplementary Perspective with Comments”
2501.00040 -
cs.DL arXiv submitted 2024-12-25The 62% first-year 'PI' anomaly flags bad name disambiguation
Huaxia Zhou +1 · “Evaluating authorship disambiguation quality through anomaly analysis on researchers' career transition”
2412.18757 -
cond-mat.stat-mech arXiv submitted 2024-12-23Exact survival odds now exist for biased walks at every step
Debendro Mookerjee +1 · “Exact closed-form recurrence probabilities for biased random walks at any step number”
2412.17994 -
stat.AP arXiv submitted 2024-12-23One inequality sets the ceiling on network reconstruction
Charles Murphy +5 · “On the reconstruction limits of complex networks”
2501.01437 -
cs.SI arXiv submitted 2024-12-23One power law rules crisis Twitter influence
Chao Fan +2 · “Dynamics of Collective Information Processing for Risk Encoding in Social Networks during Crises”
2412.17342 -
physics.comp-ph arXiv submitted 2024-12-23Infinite Ising lattices keep a finite Monte Carlo error floor
Yonglong Ding · “Precision Evaluation Criteria for Simulation Algorithms in Infinite Systems: A Network Model-Based Approach”
2501.03248 -
physics.soc-ph arXiv submitted 2024-12-21Two hidden correlations drive citation networks' degree structure
Jiazhen Liu +3 · “Correlated Growth of Causal Networks”
2412.16647 -
physics.soc-ph arXiv submitted 2024-12-20Fine-grained conflict lulls are lognormal
Jeroen Bruggeman · “The distribution of violent event and interevent times in conflicts”
2501.00027 -
physics.soc-ph arXiv submitted 2024-12-20Power laws hold for conflict lulls even at second-scale data
Jeroen Bruggeman · “The distribution of violent event and interevent times in conflicts”
2501.00027 -
physics.data-an arXiv submitted 2024-12-19ML jet corrections skew quenched-jet measurements by up to 47%
David Stewart +1 · “Neural network biased corrections: Cautionary study in background corrections for quenched jets”
2412.15440 -
physics.soc-ph arXiv submitted 2024-12-19Network dynamics stay readable after node labels are stripped
Annalisa Caligiuri +2 · “Characterising the dynamics of unlabelled temporal networks”
2412.14864 -
physics.chem-ph arXiv submitted 2024-12-19Random lottery of atomic models solves crystal structures automatically
Xiaodong Zhang · “Solving Crystal Structures by Carrying Out the Calculation of the Single-Atom R1 Method in a Lottery Mode”
2412.18625 -
physics.data-an arXiv submitted 2024-12-18Deepest hole of a pR1 map finds missing molecular fragments
Xiaodong Zhang · “Using Partial Structure R1 to Do Molecular Replacement Calculations”
2412.14034 -
cond-mat.mtrl-sci arXiv submitted 2024-12-18Pre-known fragments speed up small-molecule crystal assembly
Xiaodong Zhang · “Case Studies of Using the Partial-Structure R1 and the Single-Atom R1 to Assemble Small-Molecule Crystal Structures”
2412.15284 -
cs.LG arXiv submitted 2024-12-18Diffusion models hit 95% F1 despite 82% missing air-quality data
Sen Yan +5 · “Comparative Analysis of Machine Learning-Based Imputation Techniques for Air Quality Datasets with High Missing Data Rates”
2412.13966 -
astro-ph.SR arXiv submitted 2024-12-18New supercluster HC8 found near Sun with new star cluster Duvia 1
Juan Casado +3 · “Open Superclusters II. Discovery of an Inactive Supercluster Including a New Star Cluster in the Solar Neighborhood”
2412.13727 -
cond-mat.stat-mech arXiv submitted 2024-12-17Heterogeneity complicates network renormalization
Andrea Gabrielli +3 · “Network Renormalization”
2412.12988 -
cond-mat.mtrl-sci arXiv submitted 2024-12-16Machine learning speeds up ion beam analysis
Tiago Fiorini da Silva · “Applications of machine learning in ion beam analysis of materials”
2412.12312 -
cond-mat.mtrl-sci arXiv submitted 2024-12-16Clustering Laue spots identifies grains at 100% accuracy
Amir Tosson +5 · “Application of machine learning in grain-related clustering of Laue spots in a polycrystalline energy dispersive Laue pattern”
2412.12224 -
physics.data-an arXiv submitted 2024-12-15Signal-transition metric tops prior LZC in bearing-fault tests
Runze Jiang +1 · “Hierarchical Bidirectional Transition Dispersion Entropy-based Lempel-Ziv Complexity and Its Application in Fault-Bearing Diagnosis”
2412.11123 -
astro-ph.IM arXiv submitted 2024-12-14Exact dedispersion in a tenth of the operations
Vivek Gupta +3 · “Efficient Summation of Arbitrary Masks -- ESAM”
2412.10678 -
q-fin.CP arXiv submitted 2024-12-13New exact null model exposes pre-crisis spike in reciprocal lending
Lutz Honvehlmann · “Reciprocity in Interbank Markets”
2412.10329 -
physics.data-an arXiv submitted 2024-12-13Feature importance becomes three parts: unique
Marlis Ontivero-Ortega +4 · “Assessing high-order effects in feature importance via predictability decomposition”
2412.09964 -
astro-ph.IM arXiv submitted 2024-12-11GPU forward model runs 600x faster
Ufuk \c{C}ak{\i}r +2 · “Fast GPU-Powered and Auto-Differentiable Forward Modeling of IFU Data Cubes”
2412.08265 -
gr-qc arXiv submitted 2024-12-11Look for complex poles, not spectral peaks
Jean-Daniel Fournier +1 · “PAD\'E FILTERING, Principles and Use: an Introductory Report”
2412.08254 -
physics.geo-ph arXiv submitted 2024-12-10Gap filled in longest polar motion record
Zinovy Malkin +2 · “Filling the gap in the IERS C01 polar motion series in 1858.9-1860.9”
2412.07868 -
nlin.CD arXiv submitted 2024-12-10A coupling-forcing resonance appears at frequency 2
Mattia Coccolo +1 · “When a periodic forcing and a time-delayed nonlinear forcing drive a non-delayed Duffing oscillator”
2412.07547 -
cs.HC arXiv submitted 2024-12-10Visual analytics can reveal hidden bias in spatial analysis
Chuan Chen +4 · “Toward Ethical Spatial Analysis: Addressing Endogenous Bias Through Visual Analytics”
2412.14189 -
physics.geo-ph arXiv submitted 2024-12-08Multifidelity UQ cuts ice-sheet uncertainty cost 91-fold
Nicole Aretz +3 · “Multifidelity Uncertainty Quantification for Ice Sheet Simulations”
2412.06110 -
quant-ph arXiv submitted 2024-12-08Quantum reality is a web of observer-relative facts
Arash E. Zaghi · “Relational Quantum Dynamics (RQD): An Informational Ontology”
2412.05979 -
hep-ex arXiv submitted 2024-12-08UParT gives CMS its best heavy-flavor jet tags so far
Uttiya Sarkar · “Run 3 performance and advances in heavy-flavor jet tagging in CMS”
2412.05863 -
hep-ph arXiv submitted 2024-12-05Jet pretraining beats from-scratch tagging on limited labels
Subash Katel +5 · “Learning Symmetry-Independent Jet Representations via Jet-Based Joint Embedding Predictive Architecture”
2412.05333 -
stat.ML arXiv submitted 2024-12-0593.67% coverage: geographic weighting upgrades conformal prediction
Xiayin Lou +2 · “GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction”
2412.08661 -
physics.data-an arXiv submitted 2024-12-05Rare-event rate functions estimated directly at infinite system size
Peter Werner +1 · “Numerical Estimation of Limiting Large-Deviation Rate Functions”
2412.04206 -
cond-mat.soft arXiv submitted 2024-12-05Exact macrostate populations come from microstate MSM projection
Sofia Sartore +2 · “Markov-type state models to describe non-Markovian dynamics”
2412.08660 -
hep-ph arXiv submitted 2024-12-04Attention in jet tagger is binary: one focus per particle
Aaron Wang +6 · “Interpreting Transformers for Jet Tagging”
2412.03673 -
stat.ML arXiv submitted 2024-12-03MEP-Net turns a few moments into full probability laws
Wuyue Yang +3 · “MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle”
2412.02090 -
physics.comp-ph arXiv submitted 2024-12-02Neural network learns transition paths that obey the committor
Alberto Meg\'ias +5 · “Iterative variational learning of committor-consistent transition pathways using artificial neural networks”
2412.01947 -
cs.LG arXiv submitted 2024-12-02Machine learning beats classic tools for anomalous diffusion
Wenjie Cai +6 · “Machine Learning Analysis of Anomalous Diffusion”
2412.01393 -
physics.data-an arXiv submitted 2024-12-01AI model doubles precision of antimatter annihilation positions
Ashley Ferreira +11 · “AI Meets Antimatter: Unveiling Antihydrogen Annihilations”
2412.00961 -
stat.AP arXiv submitted 2024-12-01Three ingredients fix the trust limit of any ecological forecast
Marieke Wesselkamp +5 · “The ecological forecast limit revisited: Potential, actual and relative system predictability”
2412.00753 -
astro-ph.IM arXiv submitted 2024-11-30AI agents ran a cosmology analysis solo
Andrew Laverick +7 · “Multi-Agent System for Cosmological Parameter Analysis”
2412.00431 -
q-bio.PE arXiv submitted 2024-11-30Noise threshold decides whether a stochastic epidemic dies out
Brahim Boukanjime +1 · “Stochastic Dynamics and Probability Analysis for a Generalized Epidemic Model with Environmental Noise”
2412.00405 -
physics.soc-ph arXiv submitted 2024-11-29A single number per snapshot preserves temporal network dynamics
Lucas Lacasa +3 · “Scalar embedding of temporal network trajectories”
2412.02715 -
hep-ex arXiv submitted 2024-11-29An autoencoder now flags anomalous LHC collisions in real time
Abhijith Gandrakota (on behalf of CMS collaboration) · “Real-time Anomaly Detection at the L1 Trigger of CMS Experiment”
2411.19506 -
cs.LG arXiv submitted 2024-11-28Byte-token transformer matches specialized jet taggers at scale
Hengkui Wu +12 · “Scaling Particle Collision Data Analysis”
2412.00129 -
cs.IT arXiv submitted 2024-11-27ML finds extreme partial descriptions that expose system organization
Kieran A. Murphy +2 · “Surveying the space of descriptions of a composite system with machine learning”
2411.18579