Latest Articles for Machine Learning

Health Informatics Innovative Approaches in Clinical Trial Design

Using machine learning to improve clinical trial eligibility criteria and recruitment.

Alban Bornet, P. Khlebnikov, F. Meer

2025-06-05T08:01:30+00:00 ― 6 min read

High Energy Astrophysical Phenomena Using Machine Learning to Analyze Gravitational Waves from Supernovae

This study investigates machine learning methods to classify gravitational wave signals from supernovae.

Y. Sultan Abylkairov, Matthew C. Edwards, Daniil Orel

2025-06-05T06:28:45+00:00 ― 5 min read

Fluid Dynamics Advancements in Turbulence Prediction Using Hybrid Methods

Combining machine learning with traditional methods improves turbulence predictions and efficiency.

Mohammad Atif, Pulkit Dubey, Pratik P. Aghor

2025-06-05T03:43:54+00:00 ― 6 min read

Bioinformatics Advancements in Cancer Drug Response Prediction Models

New models improve predictions for cancer drug effectiveness across cell lines.

Conrad Bessant, N. Branson, P. R. Cutillas

2025-06-05T03:27:06+00:00 ― 9 min read

Neural and Evolutionary Computing Superconducting Optoelectronic Networks: A New Approach to Brain-Like Computing

Researchers develop models that mimic brain processing using light and superconducting systems.

Jeffrey M. Shainline, Bryce A. Primavera, Ryan O'Loughlin

2025-06-05T03:07:36+00:00 ― 5 min read

Software Engineering The Growing Importance of Software Security

As technology advances, software security faces new challenges and opportunities.

Marcel Böhme, Eric Bodden, Tevfik Bultan

2025-06-04T23:58:00+00:00 ― 8 min read

Machine Learning AI Techniques Enhance Spacecraft Fault Detection

New AI methods aim to improve fault detection in spacecraft systems.

R. Gallon, F. Schiemenz, A. Krstova

2025-06-04T23:50:06+00:00 ― 6 min read

Machine Learning Advancements in Gradient Compression with LM-GC

LM-GC offers a new way to compress gradients in machine learning.

Hui-Po Wang, Mario Fritz

2025-06-04T23:34:18+00:00 ― 5 min read

Health Informatics The Role of Clinical Phenotypes in Treatment

Understanding clinical phenotypes can lead to better patient care and treatment outcomes.

Stephen D Auger, G. Scott

2025-06-04T22:10:00+00:00 ― 8 min read

Statistical Mechanics Improving Memory Erasure Using Machine Learning Techniques

This study presents new methods for efficient memory erasure with reduced energy use.

Nicolas Barros, Stephen Whitelam, Sergio Ciliberto

2025-06-04T19:21:30+00:00 ― 5 min read

Materials Science Advancements in Magnetic Materials Research

A new database accelerates the discovery of magnetic materials for various applications.

Suman Itani, Yibo Zhang, Jiadong Zang

2025-06-04T13:51:48+00:00 ― 6 min read

Quantum Physics Estimating Quantum Noise Using Machine Learning

Researchers apply machine learning to improve quantum computing noise estimation.

Jon Gardeazabal-Gutierrez, Erik B. Terres-Escudero, Pablo García Bringas

2025-06-04T13:12:33+00:00 ― 6 min read

Machine Learning Advancements in Generating SAT Instances for Machine Learning

New methods improve the generation of unsatisfiable SAT problems for better machine learning training.

Joseph Cotnareanu, Zhanguang Zhang, Hui-Ling Zhen

2025-06-04T07:06:48+00:00 ― 7 min read

Materials Science The Role of Small Polarons in Material Conductivity

Small polarons greatly impact charge movement in semiconductors and electronic devices.

Viktor C. Birschitzky, Luca Leoni, Michele Reticcioli

2025-06-04T06:32:12+00:00 ― 5 min read

Quantum Physics Advancing Quantum Dynamics with Variational Techniques

New methods aim to improve efficiency in quantum dynamics simulations.

Yuxuan Zhang, Roeland Wiersema, Juan Carrasquilla

2025-06-03T22:56:54+00:00 ― 6 min read

Nutrition Predicting Low Birth Weight with Machine Learning

Study uses AI to improve predictions of low birth weight in newborns.

Audencio Victor, F. Almeida, S. P. Xavier

2025-06-03T17:21:00+00:00 ― 6 min read

Cryptography and Security New Method for Detecting Android Malware

A framework using MLP and SVM identifies Android malware effectively.

Safayat Bin Hakim, Muhammad Adil, Kamal Acharya

2025-06-03T16:29:54+00:00 ― 7 min read

Computation and Language Improving Word Sense Disambiguation for Spanish Language

Enhancing language processing systems for better understanding of Spanish word meanings.

Pablo Ortega, Jordi Luque, Luis Lamiable

2025-06-03T07:24:48+00:00 ― 6 min read

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