- Uncovering dynamical equations of stochastic decision models using data-driven SINDy algorithm
2024/06/03 by Lenfesty, Brendan, Bhattacharyya, Saugat, Wong-Lin, KongFatt · 2 citations
#Data Analysis #FOS: Biological sciences #FOS: Physical sciences #Neurons and Cognition (q-bio.NC) #Statistics and Probability (physics.data-an)
- Towards Universal Unfolding of Detector Effects in High-Energy Physics using Denoising Diffusion Probabilistic Models
2024/06/03 by Camila Pazos, Pazos, Camila, Shuchin Aeron +10 · 2 citations
Physics and Astronomy · #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- Kolmogorov-Arnold Network for Satellite Image Classification in Remote Sensing
2024/06/02 by Minjong Cheon, Cheon, Minjong · 6 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Geochemistry and Geologic Mapping #Statistics and Probability (physics.data-an)
- Predicting ptychography probe positions using single-shot phase retrieval neural network
2024/05/31 by Du, Ming, Zhou, Tao, Deng, Junjing +3 · 4 citations
#94A08 #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #I.4.0 #Statistics and Probability (physics.data-an)
- Flexible inference in heterogeneous and attributed multilayer networks
2024/05/31 by Contisciani, Martina, Hobbhahn, Marius, Power, Eleanor A. +2 · 1 citation
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
- Gaussian Framework and Optimal Projection of Weather Fields for Prediction of Extreme Events
2024/05/31 by Valeria Mascolo, Mascolo, Valeria, Alessandro Lovo +5 · 2 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Cryospheric studies and observations #Data Analysis #FOS: Physical sciences #Meteorological Phenomena and Simulations #Statistics and Probability (physics.data-an)
- Identifying Extreme Events in the Stock Market: A Topological Data Analysis
2024/05/25 by Anish Rai, Buddha Nath Sharma, Rai, Anish +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Chaotic Dynamics (nlin.CD) #Data Analysis #FOS: Economics and business #FOS: Physical sciences #Statistical Finance (q-fin.ST) #Statistics and Probability (physics.data-an) #Topological and Geometric Data Analysis
- Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
2024/05/23 by Jonas Spinner, Victor Bresó, Víctor Bresó +10 · 1 voice · 16 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Topics in Algebra #Algebraic and Geometric Analysis #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Noncommutative and Quantum Gravity Theories #Statistics and Probability (physics.data-an) #cs.LG #hep-ph #physics.data-an #stat.ML
- Leveraging Machine Learning for Advanced Nanoscale X-ray Analysis: Unmixing Multicomponent Signals and Enhancing Chemical Quantification
2024/05/23 by Chen, Hui, Alexander, Duncan T. L., Hébert, Cécile · 1 citation
#Data Analysis #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Statistics and Probability (physics.data-an)
- Review on modeling the societal impact of infrastructure disruptions due to disasters
2024/05/21 by Yang, Yongsheng, Liu, Huan, Mostafavi, Ali +1 · 1 citation
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Multiagent Systems (cs.MA) #Statistics and Probability (physics.data-an)
- Accelerating Resonance Searches via Signature-Oriented Pre-training
2024/05/21 by C. Li, Li, Congqiao, Agapitos, Antonios +20 · 5 citations
Physics and Astronomy · #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- SkyCURTAINs: Model agnostic search for Stellar Streams with Gaia data
2024/05/20 by Debajyoti Sengupta, Stephen Mulligan, Sengupta, Debajyoti +7 · 1 citation
Computer Science · #Advanced Computational Techniques and Applications #Astrophysics of Galaxies (astro-ph.GA) #Data Analysis #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting
- Model orthogonalization and Bayesian forecast mixing via Principal Component Analysis
2024/05/17 by Pablo Giuliani, Kyle Godbey, Giuliani, Pablo +5 · 2 citations
Chemistry · Engineering · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (stat.ML) #Nuclear Theory (nucl-th) #Spectroscopy and Chemometric Analyses #Statistics and Probability (physics.data-an)
- Holevo Cramér-Rao bound: How close can we get without entangling measurements?
2024/05/15 by Das, Aritra, Conlon, Lorcán O., Suzuki, Jun +3 · 3 citations
#Data Analysis #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Physics (quant-ph) #Statistics and Probability (physics.data-an)
- Strategic Data Re-Uploads: A Pathway to Improved Quantum Classification Data Re-Uploading Strategies for Improved Quantum Classifier Performance
2024/05/15 by Aminpour, S., Banad, Y., Sharif, S. · 1 citation
#Data Analysis #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistics and Probability (physics.data-an)
- Exact calculation of the probabilities of rare events in cluster-cluster aggregation
2024/05/07 by R. Rajesh, V. Subashri, Rajesh, R. +3 · 1 citation
Computer Science · #Advanced Clustering Algorithms Research #Biological Physics (physics.bio-ph) #Classical Physics (physics.class-ph) #Data Analysis #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- Liouville Flow Importance Sampler
2024/05/03 by Yifeng Tian, Nishant Panda, Tian, Yifeng +3 · 8 citations
Engineering · #Computation (stat.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistics and Probability (physics.data-an)
- High dimensional analysis reveals conservative sharpening and a stochastic edge of stability
2024/04/30 by Agarwala, Atish, Pennington, Jeffrey · 3 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Statistics Theory (math.ST) #Statistics and Probability (physics.data-an)
- BUFF: Boosted Decision Tree based Ultra-Fast Flow matching
2024/04/28 by Cheng Jiang, Sitian Qian, Jiang, Cheng +3 · 3 citations
Computer Science · #Data Analysis #Data Stream Mining Techniques #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) #Network Security and Intrusion Detection #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting
- Advanced analysis of single-molecule spectroscopic data
2024/04/26 by Botha, Joshua L., van Heerden, Bertus, Krüger, Tjaart P. J. · 1 citation
#Biological Physics (physics.bio-ph) #Chemical Physics (physics.chem-ph) #Data Analysis #FOS: Physical sciences #Optics (physics.optics) #Statistics and Probability (physics.data-an)
- Preserving linear invariants in ensemble filtering methods
2024/04/22 by Provost, Mathieu Le, Glaubitz, Jan, Marzouk, Youssef · 1 citation
#Atmospheric and Oceanic Physics (physics.ao-ph) #Computation (stat.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics and Probability (physics.data-an)
- Investigating the missing wedge problem in small-angle x-ray scattering tensor tomography across real and reciprocal space
2024/04/22 by Leonard Nielsen, Nielsen, Leonard C., Torne Tänzer +7 · 1 citation
Medicine · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Applied Physics (physics.app-ph) #Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #Statistics and Probability (physics.data-an)
- Multi-fidelity Gaussian process surrogate modeling for regression problems in physics
2024/04/18 by Kislaya Ravi, Ravi, Kislaya, Vladyslav Fediukov +11 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics and Probability (physics.data-an)
- Farthest Point Sampling in Property Designated Chemical Feature Space as a General Strategy for Enhancing the Machine Learning Model Performance for Small Scale Chemical Dataset
2024/04/17 by Yuze Liu, Lejia Wang, Liu, Yuze +3 · 1 voice · 1 citation
Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Chemical Physics (physics.chem-ph) #Data Analysis #FOS: Physical sciences #J.2 #Statistics and Probability (physics.data-an)
- Can AI Understand Our Universe? Test of Fine-Tuning GPT by Astrophysical Data
2024/04/14 by Wang, Yu, Zhang, Shu-Rui, Momtaz, Aidin +5 · 1 citation
#Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Dynamical stability and chaos in artificial neural network trajectories along training
2024/04/08 by Kaloyan Danovski, Danovski, Kaloyan, Miguel C. Soriano +3 · 2 citations
Computer Science · #Chaotic Dynamics (nlin.CD) #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Statistics and Probability (physics.data-an)
- Physics Event Classification Using Large Language Models
2024/04/05 by C. Fanelli, Fanelli, Cristiano, James Giroux +9 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #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)
- An inversion problem for optical spectrum data via physics-guided machine learning
2024/04/03 by Park, Hwiwoo, Park, Jun H., Hwang, Jungseek · 1 citation
#Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Strongly Correlated Electrons (cond-mat.str-el)
- Hierarchical Bayesian approach for adaptive integration of Bragg peaks in time-of-flight neutron scattering data
2024/04/01 by Viktor Reshniak, Reshniak, Viktor, Xiaoping Wang +7 · 1 citation
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Nuclear Physics and Applications #Nuclear reactor physics and engineering #Seismic Imaging and Inversion Techniques #Statistics and Probability (physics.data-an)
- Graph Neural Network for Neutrino Physics Event Reconstruction
2024/03/18 by V Hewes, A. Aurisano, Hewes, V +15 · 4 citations
Physics and Astronomy · #Dark Matter and Cosmic Phenomena #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Neutrino Physics Research #Particle Detector Development and Performance #Statistics and Probability (physics.data-an)
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