Physics - Data Analysis, Statistics and Probability

Statistical FinanceAnalyzing Financial Market Volatility

A method to measure asset price fluctuations using Kullback-Leibler cluster entropy.

L. Ponta, A. Carbone

2025-06-20T07:52:53+00:00 ― 5 min read

Statistical MechanicsInsights into Stochastic Dynamics in Nature

Analyzing random behaviors in systems reveals key insights across various fields.

Ramón Nartallo-Kaluarachchi, Paul Expert, David Beers

2025-06-19T23:14:06+00:00 ― 5 min read

Dynamical SystemsEstimating Unknown Parameters in Dynamic Systems

Two algorithms improve parameter estimation in changing systems using real-time data.

Vincent R. Martinez, Jacob Murri, Jared P. Whitehead

2025-06-18T20:38:48+00:00 ― 5 min read

High Energy Physics - ExperimentNew Methods in Dark Matter Research

Scientists develop improved techniques for analyzing dark matter signals.

Juehang Qin, Christopher Tunnell

2025-06-18T05:34:00+00:00 ― 5 min read

Machine LearningUnderstanding the Role of Group Symmetries in Binary Classification

Learn how group symmetries can enhance classification models in machine learning.

Vishal S. Ngairangbam, Michael Spannowsky

2025-06-17T23:43:32+00:00 ― 6 min read

Plasma PhysicsAdvancements in Laser-Plasma Accelerators and Machine Learning

Researchers are optimizing laser-plasma accelerators using machine learning for better electron beam production.

G. Kane, P. Drobniak, S. Kazamias

2025-06-17T20:34:24+00:00 ― 5 min read

Populations and EvolutionThe Role of Soil Microbes in Ecosystems

Soil microbes are vital for plant growth and environmental health.

Takashi Shimada, Kazumori Mise, Kai Morino

2025-06-17T07:47:00+00:00 ― 5 min read

Neurons and CognitionChallenges in Predicting Complex System Dynamics

Exploring the limits of prediction in chaotic systems and their implications.

Zhendong Yu, Haiping Huang

2025-06-16T23:07:51+00:00 ― 5 min read

Statistical FinanceCausality in Financial Markets During Crises

Examining sector influences in financial markets during crises using historical data.

Tobias Wand, Oliver Kamps, Hiroshi Iyetomi

2025-06-15T20:49:28+00:00 ― 6 min read

Data Analysis, Statistics and ProbabilityAnalyzing Event Patterns with Burst-Tree Decomposition

A method to study how events cluster over time.

Tibebe Birhanu, Hang-Hyun Jo

2025-06-14T22:11:06+00:00 ― 6 min read

GeophysicsNew Approaches to Geological Nuclear Waste Disposal

Research improves predictive modeling for safe nuclear waste storage in rock salt formations.

Lennart Paul, Jorge-Humberto Urrea-Quintero, Umer Fiaz

2025-06-14T06:05:33+00:00 ― 8 min read

ComputationA Faster Way to Fit Models to Data

Learn how Langevin dynamics improves parameter estimation over traditional methods.

Chris Chi, Jonathan Weare, Aaron R. Dinner

2025-06-13T23:45:52+00:00 ― 7 min read

Chaotic DynamicsAdvancements in Recurrence Analysis for Dynamical Systems

Recent progress in recurrence analysis enhances our understanding of system behavior over time.

Norbert Marwan, K. Hauke Kraemer

2025-06-12T18:06:48+00:00 ― 6 min read

Chaotic DynamicsAssessing Relationships in Time Series Data

A look at how statistics can reveal connections in complex data.

Louis Pecora, Thomas Carroll

2025-06-12T16:32:36+00:00 ― 7 min read

Computer Vision and Pattern RecognitionAnalyzing Textures Using Information Theory Techniques

This article explores methods for measuring and analyzing image textures through various data techniques.

Aurelio F. Bariviera, Roberta Hansen, Verónica E. Pastor

2025-06-12T15:21:57+00:00 ― 7 min read

Machine LearningCausality in Complex Systems: A Modern Approach

Examining the role of higher-order causality in understanding complex systems.

Jakub Kořenek, Pavel Sanda, Jaroslav Hlinka

2025-06-12T13:33:08+00:00 ― 5 min read

OpticsAdvances in Phase Retrieval for CDI

New method improves imaging of tiny structures using Coherent Diffraction Imaging.

Alessandro Colombo, Mario Sauppe, Andre Al Haddad

2025-06-10T08:56:21+00:00 ― 6 min read

Machine LearningAdvancing Reservoir Models with Neural Networks

A new method enhances reservoir modeling through neural networks and spatial data.

Yuhe Wang

2025-06-10T05:38:40+00:00 ― 6 min read

Chaotic DynamicsAnalyzing Event Time Series: Challenges and Techniques

A look into the analysis of irregular event time sequences.

Norbert Marwan

2025-06-09T22:36:12+00:00 ― 5 min read

Data Analysis, Statistics and ProbabilityTransforming sWeights for Better Machine Learning in Physics

Researchers convert sWeights to improve machine learning accuracy in experimental physics.

D. I. Glazier, R. Tyson

2025-06-09T19:04:15+00:00 ― 5 min read

High Energy Physics - ExperimentXENONnT: A New Approach to Dark Matter Research

XENONnT aims to uncover the secrets of dark matter using advanced detection techniques.

XENON Collaboration, E. Aprile, J. Aalbers

2025-06-08T23:03:12+00:00 ― 7 min read

Distributed, Parallel, and Cluster ComputingPASS: A New Way to Tackle Complex Problems

PASS uses probabilistic computing to efficiently solve difficult challenges in various fields.

Saavan Patel, Philip Canoza, Adhiraj Datar

2025-06-07T16:34:09+00:00 ― 6 min read

Machine LearningSearching for New Particles in High-Energy Collisions

A look into methods for identifying potential new particles in particle physics.

Soheun Yi, John Alison, Mikael Kuusela

2025-06-06T18:12:00+00:00 ― 6 min read

Quantitative MethodsThe ANTUR Diet: A New Approach to Weight Management

Explore the ANTUR diet's impact on weight loss and health.

Fabiana Antoniali, Maria Luisa Conza, Francesco Alessandro Conventi

2025-06-06T00:40:18+00:00 ― 5 min read

Data Analysis, Statistics and ProbabilityAnalyzing Mixed Information from Variables

A new method to explore interactions between different types of data.

Chiara Barà, Yuri Antonacci, Marta Iovino

2025-06-05T17:43:51+00:00 ― 6 min read

Data Analysis, Statistics and ProbabilityAdvancements in High Energy Physics with Normalizing Flow

Researchers use normalizing flow to analyze complex data in particle physics.

Masahiko Saito, Masahiro Morinaga, Tomoe Kishimoto

2025-06-05T12:29:51+00:00 ― 5 min read

Data Analysis, Statistics and ProbabilityNew PCA Method Enhances Intermittency Analysis for Critical Points

A novel approach using PCA improves measurements in particle physics during critical transitions.

Nikolaos Davis

2025-06-05T10:16:24+00:00 ― 5 min read

Data Analysis, Statistics and ProbabilityPredicting Time-Series Data with GLE Methods

A look at how GLE aids in accurate time-series predictions across fields.

Henrik Kiefer, Denis Furtel, Cihan Ayaz

2025-06-04T18:57:57+00:00 ― 7 min read

Data Analysis, Statistics and ProbabilityImproving Electric Field Reconstruction from Noisy Antenna Signals

Advancements in reconstructing electric fields using Information Field Theory.

Simon Strähnz, Tim Huege, Philipp Frank

2025-06-04T17:39:27+00:00 ― 6 min read

Chaotic DynamicsRevisiting Predictability in Dynamical Systems

Exploring a new approach to assess local predictability in complex systems.

Chenyu Dong, Davide Faranda, Adriano Gualandi

2025-06-04T16:52:21+00:00 ― 6 min read

Instrumentation and Methods for AstrophysicsAdvancements in Exoplanet Detection Techniques

New methods improve the detection of distant exoplanets using advanced algorithms.

Théo Bodrito, Olivier Flasseur, Julien Mairal

2025-06-04T13:59:39+00:00 ― 5 min read

High Energy Physics - PhenomenologyProfile OmniFold: A New Data Correction Method

A novel approach for correcting measurement errors using machine learning.

Huanbiao Zhu, Krish Desai, Mikael Kuusela

2025-06-04T02:46:56+00:00 ― 6 min read

Accelerator PhysicsAdvancements in Maximum Entropy Tomography Techniques

New particle sampling methods improve efficiency in phase space distribution analysis.

Austin Hoover

2025-06-02T22:44:39+00:00 ― 5 min read

Machine LearningEnhancing DeepONet with Random Sampling Techniques

New training method improves efficiency and accuracy of DeepONet for complex predictions.

Sharmila Karumuri, Lori Graham-Brady, Somdatta Goswami

2025-06-01T21:22:40+00:00 ― 6 min read

GeophysicsUnderstanding the Challenges of CO2 Storage

Exploring the complexities and risks of carbon capture and storage technology.

Hannah Lu, Lluis Salo-Salgado, Youssef M. Marzouk

2025-06-01T01:52:06+00:00 ― 7 min read

High Energy Physics - PhenomenologyDetecting Unusual Signals in Data: A New Method

Scientists find better ways to spot rare signals in data.

Ranit Das, Thorben Finke, Marie Hein

2025-05-31T19:11:45+00:00 ― 6 min read

Social and Information NetworksThe Intricacies of Ratings and Rankings

Discover how ratings shape our choices in various areas.

Juan Ignacio Perotti

2025-05-31T17:37:33+00:00 ― 6 min read

Computer Vision and Pattern RecognitionImproving Image Clarity: From Richardson-Lucy to Bayesian Deconvolution

Learn how new methods enhance clarity in blurry images.

Zachary H. Hendrix, Peter T. Brown, Tim Flanagan

2025-05-31T03:58:42+00:00 ― 7 min read

Data Analysis, Statistics and ProbabilityStudying Electron Movement with Laser Pulses

Scientists use laser pulses to observe fast-moving electrons and uncover material properties.

Jun Wang, Zhaoheng Guo, Erik Isele

2025-05-30T18:41:51+00:00 ― 8 min read

Instrumentation and Methods for AstrophysicsA New Tool for Analyzing Stars' Twinkling

Scientists enhance methods to analyze stars' light with new periodogram technique.

Ezequiel Albentosa-Ruiz, Nicola Marchili

2025-05-30T08:07:18+00:00 ― 5 min read