- Multiscale Flow for Robust and Optimal Cosmological Analysis
2023/06/07 by Biwei Dai, Uroš Seljak, Dai, Biwei +1 · 4 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Modelling the discretization error of initial value problems using the Wishart distribution
2023/06/07 by Marumo, Naoki, Matsuda, Takeru, Miyatake, Yuto · 2 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Methodology (stat.ME) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Statistics Theory (math.ST) #Statistics and Probability (physics.data-an)
- Renormalized Graph Representations for Node Classification
2023/06/01 by Francesco Caso, Giovanni Trappolini, Caso, Francesco +7 · 1 citation
Neuroscience · Physics and Astronomy · Psychology · #Complex Network Analysis Techniques #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics #Statistics and Probability (physics.data-an)
- On the risk of fatigue failure of structural elements exposed to bottom wave slamming -- Impulse response regime
2023/05/31 by Romain Hascoët, Hascoët, Romain, Nicolas Jacques +1 · 2 citations
Engineering · #Data Analysis #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics Simulations and Interactions #Ship Hydrodynamics and Maneuverability #Statistics and Probability (physics.data-an) #Structural Integrity and Reliability Analysis
- Fitting a Deep Generative Hadronization Model
2023/05/26 by Chan, Jay, Ju, Xiangyang, Kania, Adam +3 · 5 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
- Lagrangian Flow Networks for Conservation Laws
2023/05/26 by Fabricio Arend Torres, Torres, F. Arend, Marcello Massimo Negri +7 · 3 citations
Earth and Planetary Sciences · Environmental Science · #Cryospheric studies and observations #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Hydrology and Watershed Management Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Statistics and Probability (physics.data-an)
- Towards effective information content assessment: analytical derivation of information loss in the reconstruction of random fields with model uncertainty
2023/05/23 by A. N. Cherkasov, Kirill M. Gerke, Cherkasov, Aleksei +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Applications (stat.AP) #Cell Image Analysis Techniques #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Geochemistry and Geologic Mapping #Image Retrieval and Classification Techniques #Information Theory (cs.IT) #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
- Discovering Causal Relations and Equations from Data
2023/05/21 by Gustau Camps‐Valls, Andreas Gerhardus, Camps-Valls, Gustau +17 · 15 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Reservoir Engineering and Simulation Methods #Scientific Computing and Data Management #Statistics and Probability (physics.data-an)
- Properties of the ENCE and other MAD-based calibration metrics
2023/05/17 by Pernot, Pascal · 2 citations
#Chemical Physics (physics.chem-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Statistics and Probability (physics.data-an)
- How to estimate Fisher information matrices from simulations
2023/05/15 by William R. Coulton, B. D. Wandelt, Coulton, William R. +1 · 5 citations
Economics, Econometrics and Finance · Physics and Astronomy · #Complex Systems and Time Series Analysis #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) #Statistical Mechanics and Entropy #Statistics and Probability (physics.data-an) #stochastic dynamics and bifurcation
- Topological Kolmogorov complexity and the Berezinskii-Kosterlitz-Thouless mechanism
2023/05/09 by Vittorio Vitale, Tiago Mendes-Santos, Vitale, Vittorio +5 · 2 citations
Computer Science · #Computability, Logic, AI Algorithms #Data Analysis #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- Direct Poisson neural networks: Learning non-symplectic mechanical systems
2023/05/07 by Šípka, Martin, Pavelka, Michal, Esen, Oğul +1 · 1 citation
#Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Mathematical Physics (math-ph) #Statistics and Probability (physics.data-an)
- Understanding the swap Monte Carlo algorithm in a size-polydisperse model glassformer
2023/05/05 by Niklas Küchler, Küchler, Niklas, Jürgen Horbach +1 · 1 citation
Materials Science · Physics and Astronomy · #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Glass properties and applications #Material Dynamics and Properties #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an) #Theoretical and Computational Physics
- Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl
2023/05/02 by Miles Cranmer, Cranmer, Miles · 2 voices · 18 citations
Computer Science · Materials Science · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Statistics and Probability (physics.data-an) #Symbolic Computation (cs.SC) #astro-ph.IM #cs.LG #cs.NE #cs.SC #physics.data-an
- Recent advances in the SISSO method and their implementation in the SISSO++ code
2023/05/02 by Thomas A. R. Purcell, Matthias Scheffler, Purcell, Thomas A. R. +3 · 2 citations
Computer Science · Materials Science · #Computational Physics (physics.comp-ph) #Data Analysis #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an) #Topic Modeling
- Optimal Covariance Cleaning for Heavy-Tailed Distributions: Insights from Information Theory
2023/04/27 by Christian Bongiorno, Bongiorno, Christian, Marco Berritta +1 · 1 citation
Computer Science · Decision Sciences · Mathematics · #62E20 #Data Analysis #FOS: Computer and information sciences #FOS: Economics and business #FOS: Physical sciences #G.3 #Geochemistry and Geologic Mapping #Information Theory (cs.IT) #J.2 #Other Statistics (stat.OT) #Probability and Risk Models #Random Matrices and Applications #Statistical Finance (q-fin.ST) #Statistics and Probability (physics.data-an)
- Information Theory for Complex Systems Scientists
2023/04/24 by Thomas F. Varley, Varley, Thomas F. · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Complex Systems and Decision Making #Data Analysis #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Gene Regulatory Network Analysis #Information Theory (cs.IT) #Other Statistics (stat.OT) #Quantitative Methods (q-bio.QM) #Statistics and Probability (physics.data-an) #cs.IT #physics.data-an #q-bio.QM #stat.OT
- Estimating ensemble likelihoods for the Sentinel-1 based Global Flood Monitoring product of the Copernicus Emergency Management Service
2023/04/24 by Christian Krullikowski, Candace J. Chow, Krullikowski, Christian +19 · 2 citations
Earth and Planetary Sciences · Environmental Science · #Data Analysis #FOS: Physical sciences #Flood Risk Assessment and Management #Geophysics (physics.geo-ph) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Statistics and Probability (physics.data-an)
- Applications of Raman Spectroscopy in Clinical Medicine
2023/04/16 by Yaping Qi, Qi, Yaping, Esther Xinyi Chen +19 · 1 citation
Biochemistry, Genetics and Molecular Biology · Chemistry · #Applied Physics (physics.app-ph) #Data Analysis #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Optics (physics.optics) #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Chemometric Analyses #Statistics and Probability (physics.data-an)
- Discovering dynamics and parameters of nonlinear oscillatory and chaotic systems from partial observations
2023/04/10 by George Stepaniants, Alasdair D. Hastewell, Stepaniants, George +7 · 5 citations
Computer Science · Neuroscience · #Biological Physics (physics.bio-ph) #Chemical Physics (physics.chem-ph) #Data Analysis #FOS: Physical sciences #Neural Networks and Applications #Neural dynamics and brain function #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting
- Perspectives on AI Architectures and Co-design for Earth System Predictability
2023/04/07 by Maruti Kumar Mudunuru, James Ang, Mudunuru, Maruti K. +19 · 1 citation
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Seismology and Earthquake Studies #Statistics and Probability (physics.data-an) #Traffic Prediction and Management Techniques
- GenPhys: From Physical Processes to Generative Models
2023/04/05 by Ziming Liu, Liu, Ziming, Di Luo +7 · 1 voice · 6 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Data Analysis #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Scientific Computing and Data Management #Statistics and Probability (physics.data-an) #cs.AI #cs.LG #physics.comp-ph #physics.data-an #quant-ph
- Fluorescence Microscopy: a statistics-optics perspective
2023/04/04 by Mohamadreza Fazel, Fazel, Mohamadreza, Kristin S. Grußmayer +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Advanced Fluorescence Microscopy Techniques #Biological Physics (physics.bio-ph) #Cell Image Analysis Techniques #Data Analysis #FOS: Physical sciences #Optical Imaging and Spectroscopy Techniques #Optics (physics.optics) #Statistics and Probability (physics.data-an)
- New Angles on Fast Calorimeter Shower Simulation
2023/03/31 by Diefenbacher, Sascha, Eren, Engin, Gaede, Frank +5 · 7 citations
#Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Detectors (physics.ins-det) #Statistics and Probability (physics.data-an)
- Type-II Saddles and Probabilistic Stability of Stochastic Gradient Descent
2023/03/23 by Liu Ziyin, Botao Li, Ziyin, Liu +5 · 1 citation
Computer Science · Materials Science · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Statistics and Probability (physics.data-an) #Stochastic Gradient Optimization Techniques
- Higher-order correlations reveal complex memory in temporal hypergraphs
2023/03/16 by Luca Gallo, Gallo, Luca, Lucas Lacasa +5 · 11 citations
Physics and Astronomy · Psychology · #Applied Physics (physics.app-ph) #Complex Network Analysis Techniques #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Mental Health Research Topics #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- Proper Orthogonal Decomposition Mode Coefficient Interpolation: A Non-Intrusive Reduced-Order Model for Parametric Reactor Kinetics
2023/03/15 by Zachary K. Hardy, Jim E. Morel, Hardy, Zachary K. +1 · 3 citations
Engineering · Physics and Astronomy · Veterinary · #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Mathematics #FOS: Physical sciences #Hydraulic and Pneumatic Systems #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Statistics and Probability (physics.data-an) #Veterinary medicine and infectious diseases
- Validation of uncertainty quantification metrics: a primer based on the consistency and adaptivity concepts
2023/03/13 by Pascal Pernot, Pernot, Pascal · 1 citation
Decision Sciences · Engineering · Materials Science · #Chemical Physics (physics.chem-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (stat.ML) #Machine Learning in Materials Science #Scientific Measurement and Uncertainty Evaluation #Statistics and Probability (physics.data-an)
- Locality sensitive hashing via mechanical behavior
2023/03/09 by Emma Lejeune, Peerasait Prachaseree, Lejeune, Emma +1 · 1 citation
Engineering · #70-08 #Advanced Materials and Mechanics #Advanced Sensor and Energy Harvesting Materials #Data Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #J.2 #Methodology (stat.ME) #Modular Robots and Swarm Intelligence #Signal Processing (eess.SP) #Statistics and Probability (physics.data-an) #electronic engineering #information engineering
- Analyzing Astronomical Data with Machine Learning Techniques
2023/02/22 by Mohammad H. Zhoolideh Haghighi, Haghighi, Mohammad H. Zhoolideh · 2 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Fault Detection and Control Systems #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR) #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting
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