- Universal and non-universal facets of quantum critical phenomena unveiled along the Schmidt decomposition theorem
2025/12/11 by Soares, Samuel M., Squillante, Lucas, Lima, Henrique S. +2 · 1 citation
#Data Analysis #FOS: Physical sciences #Other Condensed Matter (cond-mat.other) #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- Automating High Energy Physics Data Analysis with LLM-Powered Agents
2025/12/08 by Gendreau-Distler, Eli, Ho, Joshua, Kim, Dongwon +3 · 3 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Statistics and Probability (physics.data-an)
- XASDB -- Design and Implementation of an Open-Access Spectral Database
2025/09/16 by Spasyuk, Denis · 1 citation
#Data Analysis #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Statistics and Probability (physics.data-an)
- Hierarchical organization of bursty trains in event sequences
2025/08/14 by Hiraoka, Takayuki, Jo, Hang-Hyun · 2 voices · 1 citation
#Data Analysis #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Statistics and Probability (physics.data-an)
- Comparative study of ensemble-based uncertainty quantification methods for neural network interatomic potentials
2025/08/08 by Kurniawan, Yonatan, Wen, Mingjian, Tadmor, Ellad B. +1 · 1 citation
#Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
- Human Mobility in Epidemic Modeling
2025/07/30 by Xin Lu, Jiawei Feng, Lu, Xin +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
- Non-Gaussian Expansion of Minkowski Tensors in Redshift Space
2025/07/14 by Appleby, Stephen, Pichon, Christophe, Chingangbam, Pravabati +2 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Physical sciences #Statistics and Probability (physics.data-an)
- A Practical Guide to Unbinned Unfolding
2025/07/13 by Canelli, Florencia, Cormier, Kyle, Cudd, Andrew +12 · 2 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
- The Hitchhiker's Guide to Differential Dynamic Microscopy
2025/07/07 by Lattuada, Enrico, Krautgasser, Fabian, Lavaud, Maxime +2 · 3 citations
#Biological Physics (physics.bio-ph) #Data Analysis #FOS: Physical sciences #Optics (physics.optics) #Soft Condensed Matter (cond-mat.soft) #Statistics and Probability (physics.data-an)
- A COMPASS to Model Comparison and Simulation-Based Inference in Galactic Chemical Evolution
2025/07/07 by Berkay Günes, Sven Buder, Gunes, Berkay +3 · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Stellar, planetary, and galactic studies
- End-to-End Large Portfolio Optimization for Variance Minimization with Neural Networks through Covariance Cleaning
2025/07/02 by Bongiorno, Christian, Manolakis, Efstratios, Mantegna, Rosario Nunzio · 4 citations
#62P05 (Secondary) #91G10 (Primary) 68T07 #91G60 #Artificial Intelligence (cs.AI) #Data Analysis #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #FOS: Physical sciences #G.3 #I.2.6 #I.5.1 #J.4 #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Portfolio Management (q-fin.PM) #Statistics and Probability (physics.data-an)
- Neural simulation-based inference of the Higgs trilinear self-coupling via off-shell Higgs production
2025/07/02 by Ghosh, Aishik, Griese, Maximilian, Haisch, Ulrich +1 · 4 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (stat.ML) #Statistics and Probability (physics.data-an)
- CaloHadronic: a diffusion model for the generation of hadronic showers
2025/06/26 by Buss, Thorsten, Gaede, Frank, Kasieczka, Gregor +4 · 5 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Large Language Models -- the Future of Fundamental Physics?
2025/06/17 by Heneka, Caroline, Nieser, Florian, Ore, Ayodele +2 · 4 citations
#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)
- Modern approach to muonic x-ray spectroscopy demonstrated through the measurement of stable Cl radii
2025/06/10 by Beyer, K. A., Cocolios, T. E., Costache, C. +25 · 3 citations
#Atomic Physics (physics.atom-ph) #Data Analysis #FOS: Physical sciences #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #Statistics and Probability (physics.data-an)
- On the definition and importance of interpretability in scientific machine learning
2025/05/16 by Rowan, Conor, Doostan, Alireza · 3 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #History and Philosophy of Physics (physics.hist-ph) #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Statistics and Probability (physics.data-an)
- Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation
2025/05/13 by Elsharkawy, Ibrahim, Kahn, Yonatan · 3 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Exploring Scotogenic Parameter Spaces and Mapping Uncharted Dark Matter Phenomenology with Multi-Objective Search Algorithms
2025/05/13 by Fernando Abreu de Souza, de Souza, Fernando Abreu, N. F. Castro +5 · 3 citations
Engineering · #CCD and CMOS Imaging Sensors #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
- Unbinned inclusive cross-section measurements with machine-learned systematic uncertainties
2025/05/08 by L. Benato, Benato, Lisa, Giordano, Cristina +11 · 1 voice · 5 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
- A Centrality-independent Framework for Revealing Genuine Higher-Order Cumulants in Heavy-Ion Collisions
2025/05/06 by Zhaohui Wang, Xiaofeng Luo, Wang, Zhaohui +1 · 2 citations
Engineering · Physics and Astronomy · #Atomic and Molecular Physics #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Theory (hep-th) #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #Nuclear physics research studies #SAS software applications and methods #Statistics and Probability (physics.data-an)
- On the emergence of numerical instabilities in Next Generation Reservoir Computing
2025/05/01 by Edmilson Roque dos Santos, Erik M. Bollt, Santos, Edmilson Roque dos +1 · 3 citations
Computer Science · Physics and Astronomy · #37M10 #62M10 #65F22 #Data Analysis #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing #Statistics and Probability (physics.data-an)
- Triadic Closure-Heterogeneity-Harmony GCN for Link Prediction
2025/04/29 by Shang, Ke-ke, Yi, Junfan, Small, Michael +1 · 1 citation
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
- Data for Limits of absolute vector magnetometry with NV centers in diamond
2025/04/29 by Dennis Lönard, Lönard, Dennis, Barbosa, Isabel Cardoso +5 · 1 citation
Earth and Planetary Sciences · Engineering · Materials Science · #Data Analysis #Diamond and Carbon-based Materials Research #FOS: Physical sciences #High-pressure geophysics and materials #Magnetic Field Sensors Techniques #Quantum Physics (quant-ph) #Statistics and Probability (physics.data-an)
- Data-driven performance optimization of gamma spectrometers with many channels
2025/04/09 by Vavrek, Jayson R., Parrilla, Hannah S., Aversano, Gabriel +3 · 2 citations
#Data Analysis #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Statistics and Probability (physics.data-an)
- Machine Learning-Assisted Unfolding for Neutrino Cross-section Measurements with the OmniFold Technique
2025/04/09 by Huang, Roger G., Cudd, Andrew, Kawaue, Masaki +4 · 4 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
- Greedy Emulators for Nuclear Two-Body Scattering
2025/04/08 by Maldonado, J. M., Drischler, C., Furnstahl, R. J. +1 · 2 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #Statistics and Probability (physics.data-an)
- The AI Cosmologist I: An Agentic System for Automated Data Analysis
2025/04/04 by Adam Moss, Moss, Adam · 5 citations
Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management #Statistics and Probability (physics.data-an)
- STRAUSS: Sonification Tools & Resources for Analysis Using Sound Synthesis
2025/04/02 by Trayford, James W., Youles, Samantha, Harrison, Chris +2 · 1 voice
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Sound (cs.SD) #Statistics and Probability (physics.data-an)
- stanhf: HistFactory models in the probabilistic programming language Stan
2025/03/28 by Fowlie, Andrew · 1 citation
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
- A General Solution for Network Models with Pairwise Edge Coupling
2025/03/24 by Alessio Catanzaro, Catanzaro, Alessio, Subodh P. Patil +3 · 2 citations
Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Data Analysis #FOS: Physical sciences #Graph theory and applications #Opinion Dynamics and Social Influence #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
more