Latest Articles for Machine Learning

Solar and Stellar Astrophysics Predicting Solar Active Regions with Machine Learning

Research uses machine learning to forecast solar active regions and improve safety.

Spiridon Kasapis, Irina N. Kitiashvili, Alexander G. Kosovichev

2025-06-03T07:07:03+00:00 ― 6 min read

Computation and Language AI Dataset for Programming Task Classification

A dataset to classify programming tasks based on complexity for better resource allocation.

Areeg Fahad Rasheed, M. Zarkoosh, Safa F. Abbas

2025-06-03T02:00:54+00:00 ― 6 min read

Chemical Physics New Insights into Diatomic Molecule Energy Prediction

Explore a novel method for estimating the energy of diatomic molecules.

Simon León Krug, Danish Khan, O. Anatole von Lilienfeld

2025-06-03T00:03:09+00:00 ― 6 min read

High Energy Physics - Theory A New Perspective on String Theory and Amplitudes

This research explores advanced methods to study particle interactions in string theory.

Faizan Bhat, Debapriyo Chowdhury, Arnab Priya Saha

2025-06-02T18:09:54+00:00 ― 5 min read

Machine Learning Innovative Neural Networks in Building Physics

Exploring symbolic neural networks for smarter energy-efficient buildings.

Xia Chen, Guoquan Lv, Xinwei Zhuang

2025-06-02T17:19:30+00:00 ― 9 min read

Fluid Dynamics New Dataset Enhances Fluid Flow Simulations

A new dataset improves simulations for fluid dynamics using machine learning.

Ronak Tali, Ali Rabeh, Cheng-Hau Yang

2025-06-02T16:59:15+00:00 ― 6 min read

Human-Computer Interaction Predicting Injuries in Women's Soccer

A new system aims to predict injuries for women soccer players using data analysis.

Finn Bartels, Lu Xing, Cise Midoglu

2025-06-02T13:54:06+00:00 ― 5 min read

Machine Learning Crime Linkage: Connecting the Dots

Learn how crime linkage helps catch offenders through pattern recognition.

Vinicius Lima, Umit Karabiyik

2025-06-02T11:00:18+00:00 ― 5 min read

Quantum Physics Harnessing Machine Learning for Quantum Modeling

Explore how machine learning improves quantum system modeling with minimal data.

Kaustav Mukherjee, Johannes Schachenmayer, Shannon Whitlock

2025-06-02T09:31:48+00:00 ― 5 min read

Computational Engineering, Finance, and Science Understanding Autocallable Notes and Hedging Strategies

A look into pricing and managing risks in structured products.

Anil Sharma, Freeman Chen, Jaesun Noh

2025-06-02T07:15:43+00:00 ― 5 min read

Computer Vision and Pattern Recognition Transformers Take on Computer Vision Challenges

New transformer models enhance evaluation in computer vision tasks.

Maxwell Meyer, Jack Spruyt

2025-06-02T06:47:30+00:00 ― 5 min read

Image and Video Processing Advancements in Lensless Imaging Technology

Exploring the challenges and solutions in lensless imaging techniques.

Eric Bezzam, Stefan Peters, Martin Vetterli

2025-06-02T06:06:20+00:00 ― 5 min read

Systems Biology Early Detection: A New Approach to Diabetes

Using home sampling to catch diabetes before symptoms arise.

Anirudra Parajuli, Annika Bendes, Fabian Byvald

2025-06-02T04:19:19+00:00 ― 5 min read

Atmospheric and Oceanic Physics The Impact of AI on Weather Forecasting

Exploring AI advancements in weather forecasting amid climate change.

Thomas Rackow, Nikolay Koldunov, Christian Lessig

2025-06-02T02:27:54+00:00 ― 6 min read

Networking and Internet Architecture An Overview of Digital Twin Networks

Digital Twin Networks transform how we improve physical network performance using AI.

Sarah Al-Shareeda, Khayal Huseynov, Lal Verda Cakir

2025-06-01T19:59:42+00:00 ― 6 min read

Solar and Stellar Astrophysics The Oscillations of Scuti Stars: Insights into Stellar Evolution

Discover how Scuti stars' oscillations reveal their structure and evolution.

Subrata Kumar Panda, Shravan Hanasoge, Siddharth Dhanpal

2025-06-01T17:18:24+00:00 ― 5 min read

Machine Learning Hyperbox Mixture Regression: A New Approach for Antibody Production

HMR offers improved predictions for bioprocessing, especially in monoclonal antibody production.

Ali Nik-Khorasani, Thanh Tung Khuat, Bogdan Gabrys

2025-06-01T16:50:30+00:00 ― 5 min read

Materials Science Advancements in X-ray Absorption Spectroscopy Analysis

New machine learning techniques improve XAS data interpretation and accessibility.

Shubha R. Kharel, Fanchen Meng, Xiaohui Qu

2025-06-01T15:59:54+00:00 ― 8 min read

Chemical Physics Advancements in Chemical Modeling with cMBDF

cMBDF offers efficient and accurate modeling for chemical properties with reduced data needs.

Danish Khan, O. Anatole von Lilienfeld

2025-06-01T14:10:00+00:00 ― 5 min read

Solar and Stellar Astrophysics Advances in Predicting Solar Flares

A new method improves predictions of solar flares, enhancing safety for astronauts and technology.

MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi

2025-06-01T13:52:04+00:00 ― 6 min read

Mesoscale and Nanoscale Physics Automating Calibration in Quantum Dots Using Machine Learning

A study shows improved calibration of quantum dots with neural networks.

Victor Yon, Bastien Galaup, Claude Rohrbacher

2025-06-01T11:17:18+00:00 ― 4 min read

Machine Learning Using Language Models to Predict Employee Turnover

A look at how LLMs improve turnover predictions in companies.

Xiaoye Ma, Weiheng Liu, Changyi Zhao

2025-06-01T10:54:36+00:00 ― 8 min read

Machine Learning Securing Smart Metering Networks Against Cyber Attacks

A new method to protect smart meters from FDI attacks while preserving privacy.

Md Raihan Uddin, Ratun Rahman, Dinh C. Nguyen

2025-06-01T10:07:12+00:00 ― 4 min read

Computational Engineering, Finance, and Science Advancements in Digital Twin Technology for Manufacturing Efficiency

A look into how Digital Twin technology enhances manufacturing processes.

Chas Hamel, Md Manjurul Ahsan, Shivakumar Raman

2025-06-01T09:51:24+00:00 ― 6 min read

Machine Learning Predicting Unplanned Events with Machine Learning

How ML helps manage unexpected events and their uncertainties.

Maria J. P. Peixoto, Akramul Azim

2025-06-01T09:35:36+00:00 ― 6 min read

Applied Physics Advancements in Radio Source Localization Using Machine Learning

Machine learning improves accuracy and speed in localizing radio signals in astronomy.

Harsha Aviansh Tanti, Abhirup Datta, Tiasha Biswas

2025-06-01T09:27:24+00:00 ― 7 min read

Logic in Computer Science Improving Tactic Suggestions in Interactive Theorem Provers

Researchers apply ILP to enhance tactic predictions in interactive theorem proving.

Liao Zhang, David M. Cerna, Cezary Kaliszyk

2025-06-01T07:21:18+00:00 ― 8 min read

Image and Video Processing Rethinking Image Compression for Machine Learning

Introducing new methods for image compression that improve machine learning efficiency.

Kartik Gupta, Kimberley Faria, Vikas Mehta

2025-06-01T05:48:50+00:00 ― 5 min read

Machine Learning The Future of CPR: Technology and Lifesaving Skills

How technology enhances CPR techniques and outcomes for emergency response.

Saidul Islam, Gaith Rjoub, Hanae Elmekki

2025-06-01T05:22:48+00:00 ― 8 min read

Atmospheric and Oceanic Physics Advancing Thunderstorm Forecasting with Machine Learning

New model SALAMA 1D improves thunderstorm predictions using vertical atmospheric data.

Kianusch Vahid Yousefnia, Tobias Bölle, Christoph Metzl

2025-06-01T03:49:51+00:00 ― 6 min read

Optics The Science of Nonlinear Ultrasonics: A Deep Dive

Learn how sound waves help find hidden defects in materials.

Sadataka Furui, Serge Dos Santos

2025-06-01T02:07:48+00:00 ― 5 min read

Information Theory Integrating Sensing and Communication in Wireless Systems

Exploring the merge of communication and sensing for advanced wireless networks.

Umut Demirhan, Ahmed Alkhateeb

2025-06-01T01:32:43+00:00 ― 6 min read

Cryptography and Security Defending Against DoS Attacks with Machine Learning

Learn how businesses can use ML to detect and prevent DoS attacks.

Paul Badu Yakubu, Evans Owusu, Lesther Santana

2025-05-31T22:16:12+00:00 ― 7 min read

Image and Video Processing Advancements in Lung Cancer Detection Methods

Combining imaging and genetic data improves lung cancer diagnosis accuracy.

Salma Hassan, Hamad Al Hammadi, Ibrahim Mohammed

2025-05-31T20:54:25+00:00 ― 6 min read

Biomolecules Advancements in Protein-Ligand Binding Predictions

A new method enhances protein-ligand binding predictions in drug discovery.

Mushal Zia, Benjamin Jones, Hongsong Feng

2025-05-31T20:39:09+00:00 ― 6 min read

Cryptography and Security Improving Intrusion Detection with Visual Insights

Using visual tools to enhance detection of threats in networks.

Maraz Mia, Mir Mehedi A. Pritom, Tariqul Islam

2025-05-31T19:54:00+00:00 ― 7 min read

High Energy Physics - Phenomenology Detecting 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

Microbiology The Role of Clostridium thermocellum in Biomass Breakdown

Explore how C. thermocellum efficiently breaks down plant material.

John M. Yarbrough, Dominik G. Stich, Neal N. Hengge

2025-05-31T12:54:22+00:00 ― 5 min read

High Energy Physics - Phenomenology Advancements in Machine Learning at the LHC

New model eases data analysis for particle collisions, enhancing understanding of physics.

Johann Brehmer, Víctor Bresó, Pim de Haan

2025-05-31T03:19:51+00:00 ― 5 min read

Cryptography and Security Enhancing Device Identification in IoT Security

A study on improving device identification methods for better IoT security.

Kahraman Kostas, Rabia Yasa Kostas, Mike Just

2025-05-31T00:04:57+00:00 ― 6 min read