- J-UBIK: The JAX-accelerated Universal Bayesian Imaging Kit
2024/09/16 by Eberle, Vincent, Guardiani, Matteo, Westerkamp, Margret +4 · 2 citations
#Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Statistics and Probability (physics.data-an)
- XENONnT Analysis: Signal Reconstruction, Calibration and Event Selection
2024/09/13 by XENON Collaboration, Aprile, E., Aalbers, J. +165 · 11 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Statistics and Probability (physics.data-an)
- SPRING: an effective and reliable framework for image reconstruction in single-particle Coherent Diffraction Imaging
2024/09/11 by Alessandro Colombo, Colombo, Alessandro, Mario Sauppe +72 · 4 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Atomic and Molecular Clusters (physics.atm-clus) #Computational Physics (physics.comp-ph) #Data Analysis #Digital Holography and Microscopy #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Optics (physics.optics) #Statistics and Probability (physics.data-an)
- Structural Robustness and Vulnerability of Networks
2024/09/10 by Alice C. Schwarze, Schwarze, Alice C., J. Wray +4 · 2 citations
Computer Science · #Data Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Network Security and Intrusion Detection #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an) #Systems and Control (eess.SY) #electronic engineering #information engineering
- The role of data embedding in quantum autoencoders for improved anomaly detection
2024/09/06 by Araz, Jack Y., Spannowsky, Michael · 3 citations
#Artificial Intelligence (cs.AI) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Statistics and Probability (physics.data-an)
- Texture Discrimination via Hilbert Curve Path Based Information Quantifiers
2024/09/06 by Bariviera, Aurelio F., Hansen, Roberta, Pastor, Verónica E. · 1 citation
#68U10 #94A08 #94A17 #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #I.4.0 #I.5.0 #I.5.4 #Statistics and Probability (physics.data-an)
- Surrogate Models studies for laser-plasma accelerator electron source design through numerical optimisation
2024/08/28 by George Kane, Kane, G., P. Drobniak +19 · 1 citation
Engineering · #68T05 #68T20 #Accelerator Physics (physics.acc-ph) #Data Analysis #FOS: Physical sciences #Laser-induced spectroscopy and plasma #Plasma Physics (physics.plasm-ph) #Statistics and Probability (physics.data-an)
- Multiple testing for signal-agnostic searches of new physics with machine learning
2024/08/22 by G. Grosso, Grosso, Gaia, Marco Letizia +1 · 4 citations
Mathematics · #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) #Methodology (stat.ME) #Statistical and numerical algorithms #Statistics and Probability (physics.data-an)
- Large-Scale Pretraining and Finetuning for Efficient Jet Classification in Particle Physics
2024/08/18 by Zihan Zhao, Farouk Mokhtar, Zhao, Zihan +7 · 2 citations
Computer Science · Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Computational Physics and Python Applications #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- Identification of the parameters of complex constitutive models: Least squares minimization vs. Bayesian updating
2024/08/09 by Most, Thomas · 1 citation
#Computation (stat.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Probability (math.PR) #Statistics Theory (math.ST) #Statistics and Probability (physics.data-an)
- Scalable learning of potentials to predict time-dependent Hartree-Fock dynamics
2024/08/08 by Harish S. Bhat, Bhat, Harish S., Prachi Gupta +3 · 2 citations
Physics and Astronomy · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Spectroscopy and Quantum Chemical Studies #Statistics and Probability (physics.data-an)
- On the choice of the non-trainable internal weights in random feature maps
2024/08/07 by Mandal, Pinak, Gottwald, Georg A., Cranch, Nicholas · 2 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics and Probability (physics.data-an)
- On marginals and profiled posteriors for cosmological parameter estimation
2024/08/04 by Kerscher, Martin, Weller, Jochen · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Physical sciences #Statistics and Probability (physics.data-an)
- TrackSorter: A Transformer-based sorting algorithm for track finding in High Energy Physics
2024/07/31 by Yash Melkani, Melkani, Yash, X. Ju +1 · 1 citation
Computer Science · #Algorithms and Data Compression #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- A Novel Constrained Sampling Method for Efficient Exploration in Materials and Chemical Mixture Design
2024/07/23 by Schenk, Christina, Haranczyk, Maciej · 2 citations
#Applications (stat.AP) #Computation (stat.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Methodology (stat.ME) #Statistics and Probability (physics.data-an)
- Investigating event-shape methods in the search for the chiral magnetic effect in relativistic heavy ion collisions
2024/07/19 by Li, Han-Sheng, Feng, Yicheng, Wang, Fuqiang · 1 citation
#Data Analysis #FOS: Physical sciences #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #Statistics and Probability (physics.data-an)
- EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction
2024/07/18 by P. Calafiura, J. Chan, Calafiura, Paolo +5 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics and Probability (physics.data-an)
- Graph Neural Network-Based Track Finding in the LHCb Vertex Detector
2024/07/16 by Anthony Correia, Correia, Anthony, F. I. Giasemis +7 · 3 citations
Medicine · Physics and Astronomy · #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Medical Imaging Techniques and Applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- Diagnosing quantum transport from wave function snapshots
2024/07/12 by Devendra Singh Bhakuni, Bhakuni, Devendra Singh, Roberto Verdel +9 · 4 citations
Materials Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Quantum optics and atomic interactions #Statistics and Probability (physics.data-an) #Strongly Correlated Electrons (cond-mat.str-el)
- Network inference applicable to both synchronous and desynchronous systems from oscillatory signals
2024/07/10 by Akari Matsuki, Hiroshi Kori, Matsuki, Akari +3 · 1 citation
Computer Science · Engineering · #Adaptation and Self-Organizing Systems (nlin.AO) #Data Analysis #FOS: Physical sciences #Industrial Technology and Control Systems #Neural Networks and Applications #Statistics and Probability (physics.data-an)
- Texture tomography with high angular resolution utilizing sparsity
2024/07/01 by Carlsen, Mads, Malamud, Florencia, Modregger, Peter +5 · 1 citation
#Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
- Minimum Reduced-Order Models via Causal Inference
2024/06/29 by Nan Chen, Chen, Nan, Honghu Liu +1 · 2 citations
Engineering · Physics and Astronomy · #Data Analysis #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering #Statistics and Probability (physics.data-an)
- Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review
2024/06/19 by Davide Carbone, Carbone, Davide · 1 citation
Economics, Econometrics and Finance · #Applied Physics (physics.app-ph) #Complex Systems and Time Series Analysis #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Statistics and Probability (physics.data-an)
- On the analysis of two-time correlation functions: equilibrium vs non-equilibrium systems
2024/06/18 by Anastasia Ragulskaya, Vladimir Starostin, Ragulskaya, Anastasia +7 · 1 citation
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Data Analysis #FOS: Physical sciences #Soft Condensed Matter (cond-mat.soft) #Statistics and Probability (physics.data-an)
- A simple tool for weighted averaging of inconsistent data sets
2024/06/12 by Trassinelli, Martino, Maxton, Marleen · 1 citation
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Statistics and Probability (physics.data-an)
- Comprehensive Study of k-essence Model: Dynamical System Analysis and Observational Constraints from Latest Type Ia Supernova and BAO Observations
2024/06/11 by Saddam Hussain, Hussain, Saddam, Sarath Nelleri +3 · 3 citations
Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
- Binary asteroid candidates in Gaia DR3 astrometry
2024/06/11 by L. Liberato, P. Tanga, Liberato, Luana +17 · 1 citation
Physics and Astronomy · #Astro and Planetary Science #Astronomy and Astrophysical Research #Data Analysis #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Statistics and Probability (physics.data-an) #Stellar, planetary, and galactic studies
- Deep Learning of Structural Morphology Imaged by Scanning X-ray Diffraction Microscopy
2024/06/11 by Aileen Luo, Luo, Aileen, Tao Zhou +7 · 2 citations
Medicine · #Applied Physics (physics.app-ph) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Radiomics and Machine Learning in Medical Imaging #Statistics and Probability (physics.data-an)
- Hidden correlations in stochastic photoinduced dynamics of a solid-state electrolyte
2024/06/10 by Jackson McClellan, Alfred Zong, McClellan, Jackson +17 · 1 citation
Physics and Astronomy · #Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Optics (physics.optics) #Spectroscopy and Quantum Chemical Studies #Statistics and Probability (physics.data-an)
- A Comprehensive Evaluation of Generative Models in Calorimeter Shower Simulation
2024/06/08 by Ahmad, Farzana Yasmin, Venkataswamy, Vanamala, Fox, Geoffrey · 2 citations
#Artificial Intelligence (cs.AI) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Statistics and Probability (physics.data-an)
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