Physics - Data Analysis, Statistics and Probability

RSS

High Energy Physics - Phenomenology Advancements in Jet Tagging Techniques

Exploring the latest methods in particle jet tagging and their challenges.

Joep Geuskens, Nishank Gite, Michael Krämer

2025-05-30T07:02:33+00:00 ― 5 min read

Machine Learning Data Collection Strategies in Modern Science

Exploring effective methods for data gathering in various scientific fields.

Yonatan Kurniawan, Tracianne B. Neilsen, Benjamin L. Francis

2025-05-29T14:12:27+00:00 ― 7 min read

Plasma Physics Advancements in Modeling Laser-Plasma Interactions

Research on efficient predictions in laser technology shows promise.

Nathan Smith, Christopher Ridgers, Kate Lancaster

2025-05-29T11:50:00+00:00 ― 7 min read

Numerical Analysis Improving Scientific Models with Continuous Data Assimilation

Learn how real-time data enhances the accuracy of scientific models.

Joshua Newey, Jared P Whitehead, Elizabeth Carlson

2025-05-27T06:05:27+00:00 ― 6 min read

Computation and Language A New Approach to AI Training

This method helps AIs learn through creating and solving challenges.

Ziyu Ye, Rishabh Agarwal, Tianqi Liu

2025-05-26T00:12:48+00:00 ― 7 min read

Soft Condensed Matter New Method for Predicting Polymer Glass Transition Temperature

A simple approach to accurately predict polymer behavior.

Sebastian Brierley-Croft, Peter D. Olmsted, Peter J. Hine

2025-05-24T17:00:36+00:00 ― 4 min read

Disordered Systems and Neural Networks Understanding Brain Activity Through Scaling Exponents

A look into how brain regions work together and their effects on performance.

Daniel M. Castro, Ernesto P. Raposo, Mauro Copelli

2025-05-21T21:19:40+00:00 ― 7 min read

Data Analysis, Statistics and Probability Chained Models in Neutrino Research

Exploring how uncertainty impacts machine learning in neutrino physics.

Daniel Douglas, Aashwin Mishra, Daniel Ratner

2025-05-21T06:59:36+00:00 ― 6 min read

High Energy Physics - Experiment Simplifying Data Modeling in High-Energy Physics

A new method streamlines fitting experimental data for physicists.

Ho Fung Tsoi, Dylan Rankin, Cecile Caillol

2025-05-20T05:38:24+00:00 ― 6 min read

Dynamical Systems Demystifying Data-Driven Model Identification

Learn how to uncover system behavior through data patterns and model identification.

Athanasios P. lliopoulos, Evelyn Lunasin, John G. Michopoulos

2025-05-18T01:41:52+00:00 ― 6 min read

Optics Using Machine Learning to Study Wave Dynamics

Researchers apply machine learning to understand complex wave interactions with materials.

Ekaterina Smolina, Lev Smirnov, Daniel Leykam

2025-05-14T21:02:28+00:00 ― 7 min read

Machine Learning 3D Imaging and Machine Learning for Tree Classification

New methods enhance tree species classification using advanced imaging and machine learning techniques.

Colverd Grace, Schade Laura, Takami Jumpei

2025-05-12T18:21:20+00:00 ― 5 min read

General Relativity and Quantum Cosmology LISA: The Future of Gravitational Wave Astronomy

LISA will listen to gravitational waves, unveiling cosmic secrets.

Eleonora Castelli, Quentin Baghi, John G. Baker

2025-05-11T15:07:40+00:00 ― 6 min read

Numerical Analysis Understanding Discretization Errors in Differential Equations

This article explains discretization errors and a new method to measure them.

Yuto Miyatake, Kaoru Irie, Takeru Matsuda

2025-05-09T12:46:30+00:00 ― 6 min read

High Energy Physics - Experiment BabyIAXO: The Quest for Axions Begins

BabyIAXO aims to detect elusive axions and unravel cosmic mysteries.

S. Ahyoune, K. Altenmueller, I. Antolin

2025-05-08T18:50:56+00:00 ― 6 min read

Space Physics Sunspots and Rainfall: A Kerala Study

Research links sunspot activity to seasonal rainfall patterns in Kerala.

Elizabeth Thomas, S. Vineeth, Noble P. Abraham

2025-05-08T18:02:53+00:00 ― 6 min read

General Relativity and Quantum Cosmology Understanding Gravitational Waves and Their Significance

Gravitational waves reveal hidden secrets of the universe through cosmic events.

Rodrigo Tenorio, Joan-René Mérou, Alicia M. Sintes

2025-04-29T17:01:36+00:00 ― 5 min read

Information Theory Analyzing Complex Systems with Machine Learning

A fresh look at understanding complex systems using machine learning techniques.

Kieran A. Murphy, Yujing Zhang, Dani S. Bassett

2025-04-28T17:31:06+00:00 ― 6 min read

General Relativity and Quantum Cosmology Gravitational Waves: Listening to the Universe

Discover how scientists analyze cosmic waves and the tools they use.

Alessandro Licciardi, Davide Carbone, Lamberto Rondoni

2025-04-27T09:41:09+00:00 ― 6 min read

Neurons and Cognition Inside the Drosophila Connectome: The Brain of a Fruit Fly

Discover the complex neural network of the fruit fly's brain.

Peter Grindrod, Renaud Lambiotte, Rohit Sahasrabuddhe

2025-04-24T22:45:42+00:00 ― 6 min read

High Energy Physics - Experiment New Algorithms at LHC Enhance Particle Collision Analysis

CMS collaboration uses machine learning to find rare particle events.

Abhijith Gandrakota

2025-04-23T13:56:00+00:00 ― 6 min read

Instrumentation and Methods for Astrophysics The Future of Multi-Agent Systems in Scientific Research

Discover how multi-agent systems enhance data analysis in cosmology.

Andrew Laverick, Kristen Surrao, Inigo Zubeldia

2025-04-22T22:19:45+00:00 ― 7 min read

High Energy Physics - Phenomenology Decoding Higgs Bosons: Challenges and Innovations

Scientists uncover secrets of Higgs bosons using advanced techniques and machine learning.

Haoyang Li, Marko Stamenkovic, Alexander Shmakov

2025-04-09T23:07:56+00:00 ― 7 min read

High Energy Physics - Phenomenology Machine Learning and Particle Physics: A Dynamic Duo

Examining how machine learning transforms particle physics research and jet tagging.

Aaron Wang, Abhijith Gandrakota, Jennifer Ngadiuba

2025-04-09T19:56:52+00:00 ― 6 min read

Physics and Society Revolutionizing Network Analysis with Multi-Scale Node Embeddings

A new model improves our grasp of complex networks and their interactions.

Riccardo Milocco, Fabian Jansen, Diego Garlaschelli

2025-04-07T18:23:00+00:00 ― 7 min read

Applications The Importance of Ecological Forecast Horizons

Learn how forecast horizons shape ecological predictions and decision-making.

Marieke Wesselkamp, Jakob Albrecht, Ewan Pinnington

2025-04-05T11:47:28+00:00 ― 6 min read

High Energy Physics - Experiment The Science of Heavy-Flavor Jets

Exploring the methods and importance of heavy-flavor jet tagging in particle physics.

Uttiya Sarkar

2025-03-26T23:10:24+00:00 ― 7 min read

Chaotic Dynamics The Dance of Coupled Oscillators: Unraveling the Duffing Effect

Discover the fascinating world of coupled oscillators and their surprising behaviors.

Mattia Coccolo, Miguel A. F. Sanjuán

2025-03-18T23:18:38+00:00 ― 8 min read

Physics and Society Connecting Through Similarity: The Role of Homophily

Explore how people cluster based on shared traits and interests.

Abbas K. Rizi, Riccardo Michielan, Clara Stegehuis

2025-03-17T10:41:22+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics ESAM: Streamlining the Search for Fast Radio Bursts

Discover how ESAM revolutionizes finding elusive cosmic signals.

Vivek Gupta, Keith Bannister, Chris Flynn

2025-03-08T06:57:46+00:00 ― 5 min read

Materials Science Transforming Material Science with Ion Beam Analysis and Machine Learning

Combining ion beam analysis with machine learning enhances material study and discovery.

Tiago Fiorini da Silva

2025-03-01T02:12:24+00:00 ― 7 min read

Data Analysis, Statistics and Probability Decoding Feature Importance: A New Approach

Learn how to measure the impact of data features in predictive models.

Marlis Ontivero-Ortega, Luca Faes, Jesus M Cortes

2025-02-25T01:43:22+00:00 ― 7 min read

Statistical Mechanics Simplifying Complex Systems: Network Renormalization

Learn how network renormalization helps analyze complex systems through simplification.

Andrea Gabrielli, Diego Garlaschelli, Subodh P. Patil

2025-02-21T06:19:28+00:00 ― 6 min read

Data Analysis, Statistics and Probability Decoding Complex Systems: From Ice to Atoms

A look into analyzing complex systems with enhanced resolution techniques.

Domiziano Doria, Simone Martino, Matteo Becchi

2025-02-17T02:00:52+00:00 ― 7 min read

Machine Learning Harnessing Machine Learning to Improve Air Quality Monitoring

This article discusses machine learning's role in predicting urban air quality levels.

Sen Yan, David J. O'Connor, Xiaojun Wang

2025-02-16T00:32:20+00:00 ― 7 min read

Statistical Mechanics The Dynamic World of Active Matter

Dive into the fascinating behaviors and energy dynamics of active matter systems.

Antonin Brossollet, Etienne Lempereur, Stéphane Mallat

2025-02-14T15:06:08+00:00 ― 7 min read

Disordered Systems and Neural Networks Unlocking Symmetry in Physics with Machine Learning

Discover how machine learning reveals hidden symmetries in classical mechanics.

Wanda Hou, Molan Li, Yi-Zhuang You

2025-02-11T02:42:52+00:00 ― 7 min read

Physics and Society Connecting Events: The Power of Causal Networks

Explore how causal networks reveal the connections between events across various fields.

Jiazhen Liu, Kunal Tamang, Dashun Wang

2025-02-04T17:03:54+00:00 ― 6 min read