1. Estimating dynamic models by matching random features
   2026/07/24 by Michael Wieck-Sosa, Cosma Rohilla Shalizi · 1 voice
   Mathematics · Physics and Astronomy · #stat.ME #math.ST #nlin.CD #physics.data-an #stat.TH
2. A framework for general discrete probability calculations
   2026/07/23 by Kacper Topolnicki, Roman Skibiński · 1 voice
   Physics and Astronomy · #physics.data-an
3. The Well-Tempered Likelihood: Honest Confidence Intervals for Misspecified Models
   2026/07/22 by Benjamin Nachman, Jesse Thaler · 1 voice
   Mathematics · Physics and Astronomy · #stat.ME #hep-ex #hep-ph #physics.data-an
4. Accelerating Electrochemical Impedance Spectroscopy Measurements by Reducing Reliance on Noisy Low-Frequency Data
   2026/07/21 by Qiuyu Shi, Naohiro Fujinuma, Yonatan Kurniawan +4 · 1 voice
   Physics and Astronomy · #physics.data-an #physics.chem-ph
5. Harnessing cortical geometry, wiring, and function as inductive biases for recurrent neural networks
   2026/06/12 by Mo Shakiba, Rana Rokni, Mohammad Mohammadi +1 · 2 voices
   Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #cs.NE #cs.AI #cs.LG #physics.data-an #q-bio.NC
6. Hyperstatistics
   2026/04/23 by Lucas Squillante, Samuel M. Soares, Constantino Tsallis +1 · 1 voice
   Physics and Astronomy · #cond-mat.stat-mech #hep-ex #hep-th #nucl-th #physics.acc-ph #physics.data-an #physics.ins-det
7. Car Dependency in Urban Accessibility
   2026/04/01 by Bruno Campanelli, Francesco Marzolla, Matteo Bruno +2 · 10 voices
   Computer Science · Mathematics · Physics and Astronomy · #physics.soc-ph #cs.CY #physics.data-an #stat.AP
8. A Quantifiable Information-Processing Hierarchy Provides a Necessary Condition for Detecting Agency
   2026/01/07 by Brett J. Kagan, Valentina Baccetti, Brian D. Earp +3 · 2 voices
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · Physics and Astronomy · #q-bio.NC #cs.IT #physics.data-an #stat.ML
9. Detailed balance in large language model-driven agents
   2025/12/10 by Zhuo-Yang Song, Song, Zhuo-Yang, Qing-Hong Cao +6 · 3 voices · 2 citations
   Computer Science · Materials Science · Physics and Astronomy · Social Sciences · #Language and cultural evolution #Machine Learning in Materials Science #Topic Modeling #cond-mat.stat-mech #cs.AI #cs.LG #nlin.AO #physics.data-an
10. Quantifying spike train synchrony and directionality: Measures and Applications
    2025/10/08 by Thomas Kreuz, Kreuz, Thomas · 1 citation
    Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #acm:62-04 #acm:65-04 #acm:92-04 #acm:92C05 #acm:92C42 #msc:62-04 #msc:65-04 #msc:92-04 #msc:92C05 #msc:92C42 #physics.data-an #q-bio.NC
11. Wasserstein normalized autoencoder for anomaly detection
    2025/10/02 by CMS Collaboration · 2 voices · 2 citations
    Physics and Astronomy · #hep-ex #physics.data-an
12. Learning to detect continuous gravitational waves: an open data-analysis competition
    2025/09/08 by R. Tenorio, Rodrigo Tenorio, Michael J. Williams +45 · 1 voice · 2 citations
    Computer Science · Physics and Astronomy · #Gamma-ray bursts and supernovae #Gaussian Processes and Bayesian Inference #Pulsars and Gravitational Waves Research #astro-ph.HE #astro-ph.IM #gr-qc #physics.data-an #physics.soc-ph
13. Human Mobility in Epidemic Modeling
    2025/07/30 by Xin Lu, Lu, Xin, Jiawei Feng +29 · 2 voices · 1 citation
    Computer Science · Physics and Astronomy · #37M05 #91Cxx #91F99 #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #J.3 #J.4 #K.4.1 #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an) #cs.SI #physics.data-an #physics.soc-ph
14. Emerging Activity Temporal Hypergraph: a model for generating realistic time-varying hypergraphs
    2025/07/01 by Marco Mancastroppa, Giulia Cencetti, Mancastroppa, Marco +3 · 1 voice · 2 citations
    Computer Science · Physics and Astronomy · #physics.soc-ph #cs.SI #physics.data-an
15. A General Framework for Linking Free and Forced Fluctuations via Koopmanism
    2025/06/19 by Valerio Lucarini, Manuel Santos Gutierrez, Lucarini, Valerio +5 · 4 citations
    Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Model Reduction and Neural Networks #Quantum many-body systems #cond-mat.stat-mech #nlin.CD #physics.data-an
16. Large Language Models -- the Future of Fundamental Physics?
    2025/06/17 by Caroline Heneka, Florian Nieser, Heneka, Caroline +7 · 2 voices · 4 citations
    Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Statistics and Probability (physics.data-an) #astro-ph.CO #astro-ph.IM #hep-ph #physics.data-an
17. Neural Thermodynamic Laws for Large Language Model Training
    2025/05/15 by Ziming Liu, Yizhou Liu, Liu, Ziming +5 · 2 voices · 4 citations
    Computer Science · Mathematics · Physics and Astronomy · #Topic Modeling #cs.AI #cs.LG #physics.data-an #stat.ML
18. Reproducing the first and second moments of empirical degree distributions
    2025/05/15 by Mattia Marzi, Marzi, Mattia, Francesca Giuffrida +5 · 3 citations
    Computer Science · Economics, Econometrics and Finance · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Economics and business #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistical Finance (q-fin.ST) #Statistics and Probability (physics.data-an) #cs.SI #physics.data-an #physics.soc-ph #q-fin.ST
19. Unbinned inclusive cross-section measurements with machine-learned systematic uncertainties
    2025/05/08 by L. Benato, Lisa Benato, C. Giordano +17 · 1 voice · 7 citations
    Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Neutrino Physics Research #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an) #hep-ex #hep-ph #physics.data-an
20. Shannon invariants: A scalable approach to information decomposition
    2025/04/22 by Aaron J. Gutknecht, Gutknecht, Aaron J., Fernando E. Rosas +9 · 1 voice · 3 citations
    Computer Science · Physics and Astronomy · #Neural Networks and Applications #cs.AI #cs.IT #cs.LG #nlin.AO #physics.data-an
21. L²M: Mutual Information Scaling Law for Long-Context Language Modeling
    2025/03/06 by Zhuo Chen, Chen, Zhuo, Oriol Comas +8 · 1 voice · 4 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Statistics and Probability (physics.data-an) #Topic Modeling #cs.AI #cs.CL #cs.IT #cs.LG #physics.data-an
22. Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
    2025/02/28 by Yoonsoo Nam, Nam, Yoonsoo, Seok Hyeong Lee +13 · 1 voice · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #stat.ML #cs.LG #physics.data-an
23. Development of systematic uncertainty-aware neural network trainings for binned-likelihood analyses at the LHC
    2025/02/18 by CMS Collaboration · 1 voice · 3 citations
    Physics and Astronomy · #hep-ex #hep-ph #physics.data-an
24. Phase Transitions in Large Language Models and the O(N) Model
    2025/01/27 by Youran Sun, Sun, Youran, Babak Haghighat +1 · 1 voice · 3 citations
    Computer Science · Physics and Astronomy · #Topic Modeling #cs.CL #cs.LG #hep-th #physics.data-an
25. Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components
    2025/01/20 by Abel Jansma, Jansma, Abel · 2 voices · 4 citations
    Computer Science · Decision Sciences · Health Professions · Physics and Astronomy · #62D20 (Secondary) #68T01 (Primary) 06A11 #Artificial Intelligence (cs.AI) #Data Analysis #Evaluation and Performance Assessment #F.2.1 #FOS: Computer and information sciences #FOS: Physical sciences #G.2.1 #Health Policy Implementation Science #I.2.4 #Information Theory (cs.IT) #Statistics and Probability (physics.data-an) #cs.AI #cs.IT #physics.data-an
26. Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models
    2025/01/09 by Kristian González Barman, Kristian G. Barman, S. Caron +47 · 2 voices · 11 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #Scientific Computing and Data Management #Topic Modeling #cs.AI #hep-ph #physics.comp-ph #physics.data-an #physics.hist-ph
27. Data and Software for Photometry of outer Solar System objects from the Dark Energy Survey II: a joint analysis of trans-Neptunian absolute magnitudes, colors, lightcurves and dynamics
    2025/01/02 by Pedro H. Bernardinelli, Gary M. Bernstein, Bernardinelli, Pedro H. +99 · 1 voice · 6 citations
    Physics and Astronomy · #Astro and Planetary Science #Planetary Science and Exploration #Stellar, planetary, and galactic studies #astro-ph.EP #astro-ph.IM #astro-ph.SR #physics.data-an
28. The unbearable lightness of restricted Boltzmann machines: Theoretical insights and biological applications
    2025/01/01 by Giovanni di Sarra, Barbara Bravi, Yasser Roudi · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Materials Science · Physics and Astronomy · #Advanced Memory and Neural Computing #Extracellular vesicles in disease #Machine Learning in Materials Science #cond-mat.dis-nn #cs.LG #physics.data-an
29. Data-driven assessment of optimal spatiotemporal resolutions for information extraction in noisy time series data
    2024/12/18 by Domiziano Doria, Doria, Domiziano, Simone Martino +5 · 1 voice · 1 citation
    Computer Science · Physics and Astronomy · #Constraint Satisfaction and Optimization #Data Analysis #FOS: Physical sciences #Statistics and Probability (physics.data-an) #physics.data-an
30. Assessing high-order effects in feature importance via predictability decomposition
    2024/12/13 by Marlis Ontivero-Ortega, Luca Faes, Jesus M Cortes +2 · 1 voice · 1 citation
    Mathematics · Physics and Astronomy · #physics.data-an #stat.ML

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