Latest Articles for Machine Learning

Machine Learning The Importance of Bolted Joints in Engineering

Discover how bolted joints keep our world connected and safe.

Ines Boujnah, Nehal Afifi, Andreas Wettstein

2025-03-19T22:59:42+00:00 ― 8 min read

Machine Learning Boosting Fairness in Machine Learning with Input Mutation

Learn how input mutation can enhance fairness in machine learning systems.

Zhenpeng Chen, Xinyue Li, Jie M. Zhang

2025-03-19T08:33:00+00:00 ― 6 min read

Optics Harnessing Machine Learning for Photon Communication

Researchers use machine learning to improve communication using single photons and spatial modes.

Manon P. Bart, Sita Dawanse, Nicholas J. Savino

2025-03-19T01:41:56+00:00 ― 8 min read

Human-Computer Interaction Tech Innovations in Elderly Mental Health Monitoring

New tech tools may change how we track elderly cognitive health and well-being.

Xiaofan Mu, Salman Seyedi, Iris Zheng

2025-03-18T21:18:54+00:00 ― 6 min read

Numerical Analysis Revolutionizing Fluid Dynamics with Machine Learning

Combining machine learning with fluid dynamics improves accuracy and efficiency in simulations.

Guillaume de Romémont, Florent Renac, Jorge Nunez

2025-03-18T07:50:10+00:00 ― 8 min read

Quantum Physics Tensor Networks and the No-Free-Lunch Theorem: A Deep Dive

Explore the role of tensor networks in machine learning and their limitations.

Jing-Chuan Wu, Qi Ye, Dong-Ling Deng

2025-03-18T01:16:31+00:00 ― 7 min read

Machine Learning Quantum-Cognitive Neural Networks: The Future of AI

QT-NNs blend quantum mechanics with cognitive psychology for better decision-making.

Milan Maksimovic, Ivan S. Maksymov

2025-03-17T13:52:26+00:00 ― 7 min read

Bioinformatics RIBCA: A New System for Cell Identification

RIBCA improves accuracy in identifying cell types in complex tissue images.

Robert F. Murphy, H. Sun, S. Yu

2025-03-15T07:51:06+00:00 ― 6 min read

Machine Learning Unlocking the Secrets of KPIs in Public Administration

Discover how KPIs enhance public service efficiency and accountability.

Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano

2025-03-15T03:26:06+00:00 ― 8 min read

Optimization and Control Revolutionizing MILP with TLNS: A Smart Approach

A new method that speeds up Mixed-Integer Linear Programming using machine learning.

Wenbo Liu, Akang Wang, Wenguo Yang

2025-03-14T21:15:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Satellite Imagery with U-Know-DiffPAN

A new method enhances satellite images by combining detail and color.

Sungpyo Kim, Jeonghyeok Do, Jaehyup Lee

2025-03-14T20:11:24+00:00 ― 6 min read

Soft Condensed Matter Advancing Polymer Composites with Machine Learning

Discover how machine learning is transforming the design of polymer composites.

Huan Tran, Chiho Kim, Rishi Gurnani

2025-03-14T14:13:26+00:00 ― 8 min read

Signal Processing Biochar: A Bright Solution for Climate Change

Biochar production is gaining traction as a powerful tool against climate change.

Marius Köppel, Niklas Witzig, Tim Klausmann

2025-03-11T18:09:54+00:00 ― 6 min read

Signal Processing Revolutionizing Neoplasm Diagnosis with ECG

Discover how ECGs can aid in diagnosing neoplasms effectively and non-invasively.

Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff

2025-03-11T13:13:48+00:00 ― 5 min read

Nuclear Theory Machine Learning Transforms Binding Energy Predictions

New machine learning models enhance accuracy of binding energy estimations in atomic nuclei.

Ian Bentley, James Tedder, Marwan Gebran

2025-03-11T12:11:08+00:00 ― 7 min read

Cryptography and Security Strengthening Cyber Defense with NIDS and MITRE ATT&CK

Learn how NIDS and advanced models boost cybersecurity efforts.

Nir Daniel, Florian Klaus Kaiser, Shay Giladi

2025-03-09T01:22:48+00:00 ― 6 min read

Machine Learning Listening to the Universe: Gravitational Waves

Discover how machine learning aids in detecting cosmic gravitational waves.

Rutuja Gurav, Isaac Kelly, Pooyan Goodarzi

2025-03-08T14:55:26+00:00 ― 6 min read

Quantum Physics Quantum Kernels: The Future of Machine Learning

Discover how quantum computing transforms machine learning with quantum kernels.

Vivek Sabarad, T. S. Mahesh

2025-03-08T13:19:54+00:00 ― 8 min read

Solar and Stellar Astrophysics How Machine Learning is Changing Astronomy

Discover how machine learning helps scientists understand stars better and faster.

Vojtěch Cvrček, Martino Romaniello, Radim Šára

2025-03-08T08:33:18+00:00 ― 6 min read

Neuroscience Decoding Brain Connectivity: Machine Learning Insights

Discover how researchers analyze brain connectivity using machine learning techniques.

Mohammad S. E. Sendi, Vaibhavi S. Itkyal, Sabrina J. Edwards-Swart

2025-03-07T06:35:36+00:00 ― 9 min read

Machine Learning Smart Energy Solutions for Buildings

Discover how to optimize energy use in buildings while ensuring comfort.

Alejandro Campoy-Nieves, Antonio Manjavacas, Javier Jiménez-Raboso

2025-03-07T05:35:42+00:00 ― 7 min read

Astrophysics of Galaxies New Frontiers in Radio Astronomy

Discover how radio surveys and machine learning are changing our view of the universe.

Afrida Alam, Kevin A. Pimbblet, Yjan A. Gordon

2025-03-06T19:08:16+00:00 ― 5 min read

Machine Learning AgroXAI: Smart Farming for a Sustainable Future

AgroXAI uses technology to help farmers choose the best crops for their land.

Ozlem Turgut, Ibrahim Kok, Suat Ozdemir

2025-03-05T09:54:27+00:00 ― 6 min read

High Energy Astrophysical Phenomena AI's Impact on Astrophysics: A New Frontier

Discover how AI is revolutionizing our understanding of the cosmos.

N. Sahakyan

2025-03-04T20:57:48+00:00 ― 6 min read

Bioinformatics T-ALPHA: Advancing Drug Discovery with AI

A new model revolutionizes how scientists predict protein-ligand interactions for drug development.

Gregory W. Kyro, Anthony M. Smaldone, Yu Shee

2025-03-04T20:36:57+00:00 ― 5 min read

Machine Learning Influence Maximization: The Science of Viral Trends

Learn how to spread ideas through strategic influence in social networks.

Asela Hevapathige, Qing Wang, Ahad N. Zehmakan

2025-03-04T07:25:30+00:00 ― 6 min read

Signal Processing Understanding Battery Health: The Science Behind Degradation

Learn how battery health impacts performance and safety.

Yuanhao Cheng, Hanyu Bai, Yichen Liang

2025-03-03T02:53:42+00:00 ― 6 min read

Chemical Physics Quantum Computing Meets Machine Learning: A New Path for Drug Discovery

Discover how quantum computing and machine learning are transforming drug discovery.

Laia Coronas Sala, Parfait Atchade-Adelemou

2025-03-03T00:22:52+00:00 ― 7 min read

Superconductivity Machine Learning Meets Superconductors: A New Approach

Researchers use machine learning to analyze superconductors and tackle bilayer splitting.

K. H. Bohachov, A. A. Kordyuk

2025-03-02T05:16:28+00:00 ― 6 min read

Fluid Dynamics The Science Behind Wave Breaking

Discover how researchers use machine learning to understand wave breaking dynamics.

Tianning Tang, Yuntian Chen, Rui Cao

2025-03-01T10:10:04+00:00 ― 7 min read

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