Latest Articles for Machine Learning

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

Soft Condensed Matter Unlocking the Secrets of Fluid Behavior with pyRheo

A Python package for analyzing the flow of complex fluids.

Isaac Y. Miranda-Valdez, Aaro Niinistö, Tero Mäkinen

2025-02-07T08:45:14+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Shape Representation with Tokenization

Shape tokenization simplifies 3D modeling for diverse applications, enhancing efficiency and creativity.

Jen-Hao Rick Chang, Yuyang Wang, Miguel Angel Bautista Martin

2025-02-07T03:08:33+00:00 ― 7 min read

Cosmology and Nongalactic Astrophysics Unlocking the Mysteries of the Epoch of Reionization

Discover how machine learning aids in understanding our universe's early history.

Kimeel Sooknunan, Emma Chapman, Luke Conaboy

2025-02-07T02:23:06+00:00 ― 7 min read

Machine Learning DropPatch: Transforming Time-Series Analysis

DropPatch enhances time-series forecasting through innovative masking techniques.

Tianyu Qiu, Yi Xie, Yun Xiong

2025-02-07T01:22:47+00:00 ― 7 min read

Atmospheric and Oceanic Physics The Future of Weather Forecasting: AIFS-CRPS

Discover how AIFS-CRPS improves weather predictions using machine learning.

Simon Lang, Mihai Alexe, Mariana C. A. Clare

2025-02-06T17:37:40+00:00 ― 7 min read

Bioinformatics GP-ML-DC: A Game Changer in Breeding

New genomic model GP-ML-DC boosts predictive power in animal and plant breeding.

Quanzhong Liu, Haofeng Ma, Zhuangbiao Zhang

2025-02-06T15:08:45+00:00 ― 7 min read

Materials Science Point Defects: The Tiny Storms of Material Science

Discover how tiny flaws in materials impact technology and efficiency.

Irea Mosquera-Lois, Johan Klarbring, Aron Walsh

2025-02-05T01:49:20+00:00 ― 6 min read

Bioinformatics ComboKR 2.0: A New Hope for Cancer Treatment

A fresh approach to predicting effective cancer drug combinations.

Riikka Huusari, Tianduanyi Wang, Sandor Szedmak

2025-02-05T00:29:39+00:00 ― 7 min read

Artificial Intelligence AI Revolutionizes Cow Health Management

AI tools transform dairy farming by simplifying cow health assessments.

Yuexing Hao, Tiancheng Yuan, Yuting Yang

2025-02-03T17:17:15+00:00 ― 7 min read

Health Informatics AI Tools Transform Systematic Reviews in Health Research

Explore how AI impacts systematic reviews and enhances health research efficiency.

Dr. Judith-Lisa Lieberum, Markus Töws, Dr. Maria-Inti Metzendorf

2025-02-02T21:00:25+00:00 ― 7 min read

Biomolecules The Dance of Proteins: Predicting Their Interactions

Discover how scientists predict protein interactions for better drug design and healthcare.

Xingjian Xu, Jiahui Chen, Chunmei Wang

2025-02-01T03:55:20+00:00 ― 6 min read

High Energy Physics - Phenomenology New Python Library Transforms BSM Research

A new tool simplifies parameter scans in Beyond Standard Model physics.

Mauricio A. Diaz, Srinandan Dasmahapatra, Stefano Moretti

2025-02-01T02:17:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Sickle Cell Diagnosis Using AI

New technology improves sickle cell disease classification and diagnosis.

Victor Júnio Alcântara Cardoso, Rodrigo Moreira, João Fernando Mari

2025-02-01T00:17:06+00:00 ― 5 min read