- Finetuning Foundation Models for Joint Analysis Optimization
2024/01/24 by Matthias Vigl, N. M. Hartman, Vigl, Matthias +3 · 6 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- Accelerating HEP simulations with Neural Importance Sampling
2024/01/17 by Nicolas Deutschmann, Deutschmann, Nicolas, Niklas Götz +1 · 7 citations
Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering #Statistics and Probability (physics.data-an)
- Time Series of Magnetic Field Parameters of Merged MDI and HMI Space-Weather Active Region Patches as Potential Tool for Solar Flare Forecasting
2024/01/10 by Paul Kosovich, Kosovich, Paul A., А. Г. Косовичев +19 · 3 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Applications (stat.AP) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Geomagnetism and Paleomagnetism Studies #Ionosphere and magnetosphere dynamics #Solar and Space Plasma Dynamics #Solar and Stellar Astrophysics (astro-ph.SR) #Statistics and Probability (physics.data-an)
- Mathematical methods for neutrino cross-section extraction
2024/01/08 by Gardiner, Steven · 3 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Statistics and Probability (physics.data-an)
- Comparing discriminating abilities of evaluation metrics in link prediction
2024/01/08 by Xinshan Jiao, Jiao, Xinshan, Shuyan Wan +13 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
- Efficient Rare Event Sampling with Unsupervised Normalising Flows
2024/01/02 by Asghar, Solomon, Pei, Qing-Xiang, Volpe, Giorgio +1 · 3 citations
#Computational Physics (physics.comp-ph) #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- Targeted materials discovery using Bayesian algorithm execution
2023/12/26 by Chitturi, Sathya, Ramdas, Akash, Wu, Yue +8 · 7 citations
#Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
- Hyperspectral shadow removal with Iterative Logistic Regression and latent Parametric Linear Combination of Gaussians
2023/12/24 by Core Francisco Park, Maya Nasr, Park, Core Francisco +9 · 2 citations
Engineering · Environmental Science · #Advanced Image Fusion Techniques #Atmospheric and Environmental Gas Dynamics #Atmospheric and Oceanic Physics (physics.ao-ph) #Data Analysis #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Remote-Sensing Image Classification #Statistics and Probability (physics.data-an) #electronic engineering #information engineering
- Generative Models for Simulation of KamLAND-Zen
2023/12/22 by Fu, Z., Grant, C., Krawiec, D. M. +2 · 1 citation
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- AI-Lorenz: A physics-data-driven framework for black-box and gray-box identification of chaotic systems with symbolic regression
2023/12/21 by Mario De Florio, Ioannis G. Kevrekidis, De Florio, Mario +3 · 2 citations
Computer Science · #34A34 #34A55 #70K55 #Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #G.1.7 #I.2.0 #J.2 #Machine Learning (cs.LG) #Neural Networks and Applications #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting
- Model adaptive phase space reconstruction
2023/12/20 by Jayesh M. Dhadphale, Dhadphale, Jayesh M., K. Hauke Kraemer +9 · 1 citation
Computer Science · Physics and Astronomy · #Chaos control and synchronization #Data Analysis #FOS: Physical sciences #Image and Signal Denoising Methods #Neural Networks and Applications #Statistics and Probability (physics.data-an)
- Human mobility is well described by closed-form gravity-like models learned automatically from data
2023/12/18 by Cabanas-Tirapu, Oriol, Danús, Lluís, Moro, Esteban +2 · 6 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
- Residual ANODE
2023/12/18 by Ranit Das, Das, Ranit, Gregor Kasieczka +3 · 4 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Water Systems and Optimization
- High Pileup Particle Tracking with Object Condensation
2023/12/06 by K. Lieret, Lieret, Kilian, G. Dezoort +9 · 2 citations
Computer Science · #Data Analysis #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistics and Probability (physics.data-an)
- Accurate Machine Learning Predictions of Coercivity in High-Performance Permanent Magnets
2023/12/05 by Churna Bhandari, Bhandari, Churna, Gavin Nop +5 · 1 citation
Materials Science · Physics and Astronomy · #Data Analysis #FOS: Physical sciences #Magnetic Properties and Applications #Magnetic Properties of Alloys #Magnetic properties of thin films #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
- Physics simulation capabilities of LLMs
2023/12/04 by Mohamad Ali-Dib, Ali-Dib, Mohamad, Kristen Menou +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Data Analysis #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR) #Statistics and Probability (physics.data-an) #Topic Modeling
- Fast Posterior Probability Sampling with Normalizing Flows and Its Applicability in Bayesian analysis in Particle Physics
2023/12/04 by Mathias El Baz, F. Sánchez, Baz, Mathias El +1 · 1 citation
Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Neutrino Physics Research #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- Experimentation on stochastic trajectories: from Brownian motion to inertial confined dynamics
2023/12/02 by Brigante, Azul María, Révora, Corina, Volonnino, Gabriel Fernando +3 · 1 citation
#Data Analysis #FOS: Physical sciences #Physics Education (physics.ed-ph) #Statistics and Probability (physics.data-an)
- aeons: approximating the end of nested sampling
2023/12/01 by Hu, Zixiao, Baryshnikov, Artem, Handley, Will · 2 citations
#Computation (stat.CO) #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) #Methodology (stat.ME) #Statistics and Probability (physics.data-an)
- Quantitative evaluation of methods to analyze motion changes in single-particle experiments
2023/11/29 by Gorka Muñoz, Muñoz-Gil, Gorka, Harshith Bachimanchi +37 · 5 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Advanced Fluorescence Microscopy Techniques #Advanced MRI Techniques and Applications #Biological Physics (physics.bio-ph) #Data Analysis #FOS: Biological sciences #FOS: Physical sciences #Quantitative Methods (q-bio.QM) #Soft Condensed Matter (cond-mat.soft) #Statistics and Probability (physics.data-an)
- Robust Cloud Suppression and Anomaly Detection in Time-lapse Thermography
2023/11/28 by Christopher Small, Small, Christopher, Daniel Sousa +1 · 1 citation
Agricultural and Biological Sciences · Engineering · Environmental Science · #86 #Atmospheric and Oceanic Physics (physics.ao-ph) #Bee Products Chemical Analysis #Data Analysis #FOS: Physical sciences #Geophysics (physics.geo-ph) #Remote Sensing in Agriculture #Remote-Sensing Image Classification #Statistics and Probability (physics.data-an)
- A Ceph S3 Object Data Store for HEP
2023/11/27 by Nick Smith, B. Jayatilaka, Smith, Nick +11 · 1 citation
Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Data Analysis #Distributed and Parallel Computing Systems #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Scientific Computing and Data Management #Statistics and Probability (physics.data-an)
- Imprint of massive neutrinos on Persistent Homology of large-scale structure
2023/11/22 by M. H. Jalali Kanafi, Saeed Ansarifard, Kanafi, M. H. Jalali +3 · 1 citation
Computer Science · Physics and Astronomy · #Black Holes and Theoretical Physics #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Statistics and Probability (physics.data-an) #Topological and Geometric Data Analysis
- Optimal photometry of point sources: Joint source flux and background determination on array detectors -- from theory to practical implementation
2023/11/20 by Mario L. Vicuña, Jorge F. Silva, Vicuña, Mario L. +9 · 1 citation
Engineering · Environmental Science · Physics and Astronomy · #Adaptive optics and wavefront sensing #Atmospheric and Environmental Gas Dynamics #Calibration and Measurement Techniques #Data Analysis #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Statistics and Probability (physics.data-an)
- Closely-Spaced Object Classification Using MuyGPyS
2023/11/17 by Pruett, Kerianne, McNaughton, Nathan, Schneider, Michael · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Statistics and Probability (physics.data-an)
- Droplet Size Distribution in Emulsions
2023/11/16 by Manon L’Estimé, Michael Schindler, L'Estimé, Manon +5 · 2 citations
Engineering · Materials Science · #Chemical Physics (physics.chem-ph) #Data Analysis #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Mixing #Innovative Microfluidic and Catalytic Techniques Innovation #Pickering emulsions and particle stabilization #Soft Condensed Matter (cond-mat.soft) #Statistics and Probability (physics.data-an)
- Taweret: a Python package for Bayesian model mixing
2023/10/31 by Ingles, Kevin, D. Liyanage, Liyanage, Dananjaya +4 · 1 citation
Chemistry · Computer Science · Engineering · #Computation (stat.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Mass Spectrometry Techniques and Applications #Nuclear Theory (nucl-th) #Nuclear reactor physics and engineering #Statistics and Probability (physics.data-an)
- DistNet2D: Leveraging long-range temporal information for efficient segmentation and tracking
2023/10/30 by Jean Ollion, Ollion, Jean, Maliet, Martin +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Image Processing Techniques and Applications #Quantitative Methods (q-bio.QM) #Statistics and Probability (physics.data-an)
- Data-driven learning of the generalized Langevin equation with state-dependent memory
2023/10/28 by Pei Qi Ge, Ge, Pei, Zhongqiang Zhang +3 · 5 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Machine Learning in Materials Science #Protein Structure and Dynamics #Spectroscopy and Quantum Chemical Studies #Statistics and Probability (physics.data-an)
- Event-by-event Comparison between Machine-Learning- and Transfer-Matrix-based Unfolding Methods
2023/10/25 by Mathias Backes, Backes, Mathias, Anja Butter +5 · 2 citations
Computer Science · #Age of Information Optimization #Data Analysis #Distributed Sensor Networks and Detection Algorithms #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
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