Latest Articles for Machine Learning

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

Instrumentation and Methods for Astrophysics Radio Astronomy: Data in the Cosmos

Harnessing immense data for cosmic discoveries in radio astronomy.

Simon J. Perkins, Jonathan S. Kenyon, Lexy A. L. Andati

2025-02-28T00:43:52+00:00 ― 5 min read

Machine Learning Revolutionizing Diagnostic Coding in Healthcare

New technologies improve accuracy in healthcare diagnostic coding, enhancing patient care.

Prajwal Kailas, Max Homilius, Rahul C. Deo

2025-02-28T00:42:18+00:00 ― 7 min read

Health Informatics Transforming Respiratory Health Through Digital Tools

Digital health tools promise to improve respiratory health in South and Southeast Asia.

Laura Evans, Jay Evans, Adina Abdullah

2025-02-27T17:27:10+00:00 ― 6 min read

Machine Learning Mind Over Machine: The Future of Communication

Exploring how BCIs decode imagined speech for improved communication.

Byung-Kwan Ko, Jun-Young Kim, Seo-Hyun Lee

2025-02-26T04:27:18+00:00 ― 7 min read

Machine Learning AutoSciLab: The Future of Scientific Discovery

Automated labs are transforming how scientists conduct experiments and analyze data.

Saaketh Desai, Sadhvikas Addamane, Jeffrey Y. Tsao

2025-02-25T15:24:40+00:00 ― 7 min read

Machine Learning Transforming Cement Production with Machine Learning

Machine learning offers efficient, real-time solutions for cement production challenges.

Sheikh Junaid Fayaz, Nestor Montiel-Bohorquez, Shashank Bishnoi

2025-02-25T13:49:08+00:00 ― 6 min read

High Energy Physics - Phenomenology Harnessing AI to Analyze Particle Jets

Deep learning boosts particle physics research with extensive AspenOpenJets dataset.

Oz Amram, Luca Anzalone, Joschka Birk

2025-02-23T19:12:16+00:00 ― 7 min read

Pharmacology and Therapeutics Advancing Precision Medicine with Machine Learning

New model improves drug dosing accuracy for individual patients using machine learning.

Holger Froehlich, D. Valderrama, O. Teplytska

2025-02-23T16:21:25+00:00 ― 5 min read

Cell Biology Revolutionizing Cell Counting with Ilastik

Machine learning is changing how scientists count muscle stem cells.

Alma Zuniga Munoz, Kartik Soni, Angela Li

2025-02-23T04:42:21+00:00 ― 6 min read

Chemical Physics Revolutionizing Chemical Mixing with Modified UNIFAC 2.0

New model improves predictions for chemical mixtures through machine learning technology.

Nicolas Hayer, Hans Hasse, Fabian Jirasek

2025-02-22T23:43:20+00:00 ― 6 min read

Machine Learning Smart Solutions for Diesel Engine Monitoring

Discover how digital twins and machine learning improve diesel engine maintenance.

Kamaljyoti Nath, Varun Kumar, Daniel J. Smith

2025-02-21T06:00:54+00:00 ― 7 min read

Computation and Language Quantum Computing Transforms Sentiment Analysis

New quantum method enhances sentiment analysis accuracy and robustness.

Kshitij Dave, Nouhaila Innan, Bikash K. Behera

2025-02-21T02:20:38+00:00 ― 6 min read

Computation and Language Using Technology to Spot Suicidal Thoughts

A multilingual model aims to identify suicidal ideation across languages on social media.

Lisa Wang, Adam Meyers, John E. Ortega

2025-02-20T00:54:27+00:00 ― 5 min read

Machine Learning Boosting Efficiency with Prediction-Enhanced Monte Carlo

PEMC combines Monte Carlo simulations with machine learning for faster, accurate results.

Fengpei Li, Haoxian Chen, Jiahe Lin

2025-02-19T23:38:58+00:00 ― 5 min read

Computation and Language Tackling the Spread of Fake News

A look into machine learning's role in detecting fake news.

Shaina Raza, Drai Paulen-Patterson, Chen Ding

2025-02-19T20:53:42+00:00 ― 6 min read

Materials Science Revolutionizing Transistor Efficiency with D2GNCFETs

A look into advanced transistor design and machine learning applications.

Yash Pathak, Laxman Prasad Goswami, Bansi Dhar Malhotra

2025-02-19T11:20:04+00:00 ― 6 min read

Machine Learning Optimizing Wastewater Treatment with Machine Learning

Using machine learning to enhance nitrogen removal in wastewater treatment plants.

Eivind Bøhn, Sølve Eidnes, Kjell Rune Jonassen

2025-02-18T20:49:12+00:00 ― 6 min read

Cryptography and Security Enhancing Network Security with Flow Exporters

Learn how flow exporters improve datasets for machine learning in intrusion detection.

Daniela Pinto, João Vitorino, Eva Maia

2025-02-18T20:01:03+00:00 ― 8 min read

Computer Vision and Pattern Recognition AI's Role in Wrist Injury Diagnosis

Artificial intelligence enhances the diagnosis of wrist fractures in children and teens.

Ammar Ahmed, Ali Shariq Imran, Mohib Ullah

2025-02-18T06:22:30+00:00 ― 6 min read

Animal Behavior and Cognition New Tech Revolutionizes Monitoring Macaque Behavior

MacqD uses machine learning to improve macaque behavior tracking in research settings.

Genevieve Moat, Maxime Gaudet-Trafit, Julian Paul

2025-02-17T21:42:27+00:00 ― 7 min read

Machine Learning Revolutionizing Healthcare with Machine Learning Advances

Exploring breakthroughs in machine learning for personalized medicine and improved healthcare outcomes.

Gideon Vos, Liza van Eijk, Zoltan Sarnyai

2025-02-17T15:41:57+00:00 ― 10 min read

Chemical Physics Catalysts in the Race to Transform CO2

Scientists aim to turn CO2 into methanol using innovative catalyst discovery techniques.

Prajwal Pisal, Ondrej Krejci, Patrick Rinke

2025-02-17T13:09:36+00:00 ― 6 min read

Networking and Internet Architecture 5G Technology: The Future of Connectivity

Discover how 5G technology connects our world while ensuring safety.

Joshua Groen, Simone Di Valerio, Imtiaz Karim

2025-02-16T12:30:36+00:00 ― 4 min read

Genetic and Genomic Medicine Advancing Rare Disease Diagnosis with SHEPHERD

SHEPHERD offers a new method for diagnosing rare diseases efficiently.

Marinka Zitnik, E. Alsentzer, M. M. Li

2025-02-16T08:39:35+00:00 ― 7 min read

Machine Learning Transforming Weather Forecasting with Machine Learning

A new method uses Transformers to improve weather predictions significantly.

Aaron Van Poecke, Tobias Sebastian Finn, Ruoke Meng

2025-02-15T22:56:48+00:00 ― 8 min read

Cryptography and Security Reinforcing IoT Security with AI and Blockchain

A novel framework enhances IoT security using AI and homomorphic encryption.

Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang

2025-02-15T21:23:51+00:00 ― 7 min read

Neurology Cerebral Small Vessel Disease: A Hidden Threat

Learn about CSVD and its impact on dementia and brain health.

Valerie Lohner, Amanpreet Badhwar, Flavie E. Detcheverry

2025-02-15T18:47:20+00:00 ― 7 min read

Materials Science Gaming Meets Materials Science: Optimizing Grain Boundaries

Combining human play and machine learning to enhance material designs.

Christopher W. Adair, Oliver K. Johnson

2025-02-15T06:13:42+00:00 ― 7 min read

Astrophysics of Galaxies Gas Cooling and Heating in Galaxies

Discover the methods simulating gas behavior in galaxies and their impact on star formation.

David Robinson, Camille Avestruz, Nickolay Y. Gnedin

2025-02-14T19:52:44+00:00 ― 6 min read

Computers and Society Predicting Student Success with Short-Term Data

Using technology data to forecast student performance before exams.

Ge Gao, Amelia Leon, Andrea Jetten

2025-02-14T18:54:54+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics Machine Learning Boosts South Pole Telescope Accuracy

ML enhances pointing precision at the South Pole Telescope for better cosmic observations.

P. M. Chichura, A. Rahlin, A. J. Anderson

2025-02-14T14:18:22+00:00 ― 6 min read

Cardiovascular Medicine Improving Heart Failure Care with Machine Learning

New models predict heart failure risks using diverse patient data.

Takuya Nishino, Katsuhito Kato, Shuhei Tara

2025-02-14T10:25:25+00:00 ― 7 min read

Econometrics Decoding Machine Learning Predictions in Economics

Learn how machine learning helps interpret economic forecasts using history.

Philippe Goulet Coulombe, Maximilian Goebel, Karin Klieber

2025-02-13T09:58:17+00:00 ― 7 min read

Robotics Robots Learn to Think: New Model Connects Vision and Action

A new model helps robots blend vision with action for improved manipulation skills.

Yang Tian, Sizhe Yang, Jia Zeng

2025-02-13T05:11:51+00:00 ― 5 min read

Artificial Intelligence GenCon: A New Approach to Constraint Modeling

Discover how GenCon innovates constraint programming for varied problem-solving.

Dimos Tsouros, Senne Berden, Steven Prestwich

2025-02-12T13:57:00+00:00 ― 8 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

Signal Processing Revolutionary Handwriting Analysis for Early Parkinson's Detection

New techniques allow early detection of Parkinson's through handwriting analysis.

Jungpil Shin, Abu Saleh Musa Miah, Koki Hirooka

2025-02-10T18:19:48+00:00 ― 7 min read

Machine Learning Cyberbullying in the Social Media Age

Examining the rise of cyberbullying and efforts to combat it through research.

Manuel Sandoval, Mohammed Abuhamad, Patrick Furman

2025-02-10T08:10:57+00:00 ― 6 min read

Machine Learning Synthetic Data: A New Hope for Fair Healthcare

Synthetic data could help make healthcare predictions more equitable for all groups.

Daniel Smolyak, Arshana Welivita, Margrét V. Bjarnadóttir

2025-02-09T20:56:51+00:00 ― 7 min read