Latest Articles for Machine Learning Applications

New methods improve predictions of material behavior under extreme conditions.

A look into using weighted autoencoders for better communication in NOMA systems.

This work proposes guidelines to measure congestion control performance effectively.

In-network storage caches enhance data access for global scientific projects.

New methods improve imaging of biological structures using cryoET.

This article links learning and control concepts in classical and quantum systems.

A new approach improves cancer diagnosis through advanced image analysis techniques.

New methods improve diagnosis for better treatment outcomes.

Innovative techniques enhance building data collection for better disaster management.

This study uses machine learning to improve corrosion resistance in high-entropy alloys.

A new method predicts battery life using initial performance data.

This research explores how EEG signals can accurately identify emotions through machine learning.

A new system helps clinicians find important notes faster using machine learning.

A study on reduced order models for fluid flow around porous obstacles.

A new method improves efficiency in discrete optimization using reinforcement learning.

Machine learning helps predict water conditions in areas without monitoring stations.

New dataset enhances research on nerve cells in rodents using fluorescence microscopy.

Exploring the role of GANs in atmospheric modeling for improved weather forecasts.

A look into how Multitasking Hebbian Networks tackle complex learning tasks.

Research on particle collisions enhances our understanding of fundamental physics.

Study investigates methods to enhance user experience with adaptive interfaces.

A look into the search for SUSY particles using R-parity violation.

A new method enhances forecasting accuracy for electricity needs in microgrids.

Machine learning enhances predictions for railway track crack growth and safety.

A new system improves vehicle-to-vehicle communication using radar and machine learning.

New methods enhance the accuracy of extracting singing melodies from mixed audio.

LCLS-II-HE upgrades utilize machine learning for precise optical alignment and enhanced X-ray experiments.

FreeMan offers diverse data on human motion in real-world settings.

A new method to understand price spikes in electricity markets driven by renewable energy.

This study uses machine learning to enhance jet energy calibration at the LHC.

Researchers study plasma dynamics to improve fusion energy predictions.

Improving methods for detecting solar panels through remote sensing technology.

This study compares different machine learning models for accurate building detection.

Learn how natural language can improve smart kitchen device usability.

Exploring how deep learning analyzes complex dynamical systems.

PolyGET merges speed and accuracy in polymer simulations, enhancing scientific research.

This study leverages aerial images and machine learning to assess socioeconomic conditions.

Investigating machine learning vulnerabilities in detecting hardware Trojans in ICs.

Introducing a flexible framework for optimizing complex problems without derivative information.

A new model improves particle jet tagging accuracy using advanced graph techniques.