Machine Learning News and Research

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Machine learning is a subfield of artificial intelligence that focuses on developing algorithms and models capable of automatically learning and making predictions or decisions from data without being explicitly programmed. It involves training models on labeled datasets to recognize patterns and make accurate predictions or classifications in new, unseen data.

AI Predicts How and Where Antibiotic Resistance Will Emerge

An AI model trained on nearly one million bacterial genomes can predict when and where antibiotic resistance genes are likely to spread between bacteria. The study shows resistance is most likely to emerge in genetically similar bacteria, particularly in humans and wastewater environments.

2 Apr 2025

Quantum Machine Learning Cracks Complex Chemistry with Unmatched Accuracy

A Cleveland Clinic research team demonstrated that quantum machine learning (QML) can outperform classical computing in predicting proton affinity, a key chemical property. Their study marks a major step toward applying quantum computing in real-world chemical simulations.

2 Apr 2025

AI-Driven Smart Systems Transform Chemical Industry Decarbonization

Research explores AI-driven multi-scale smart systems for decarbonizing the chemical industry, focusing on innovations from material design to industrial park optimization. It highlights the challenges and potential of scaling these technologies for sustainable, carbon-neutral chemical production.

2 Apr 2025

AI Diagnoses Urban Tree Health from Video in Breakthrough Plant Monitoring System

AI researchers in Japan have developed ‘Plant Doctor,’ an automated system that uses video footage and hybrid AI to accurately assess the health of urban plants without harming them. This scalable, non-invasive tool could revolutionize both urban forestry and agriculture.

2 Apr 2025

AI Tools Uncover Hidden Corporate Trends in Responsibility, Innovation, and Blockchain

Essi Nousiainen’s doctoral research at the University of Vaasa introduces machine learning-based methods to mine corporate reports for insights on responsibility, innovation, and blockchain. Her novel metrics enable stakeholders to assess trends and behaviors beyond traditional indicators like patents.

1 Apr 2025

AI Pinpoints Virus-Carrying Animals to Help Prevent Future Pandemics

Washington State University researchers developed an AI tool that predicts animal species and geographic hotspots likely to host orthopoxviruses, such as smallpox and mpox. The model integrates viral genetics with host traits, enabling early identification of potential zoonotic threats.

1 Apr 2025

AI-Powered Filter Accurately Detects Wildlife in News to Boost Conservation Insights

Researchers at Oxford’s Environmental Change Institute are developing an AI-powered tool to accurately filter wildlife mentions in digital news, reducing misclassification and misinformation. The project leverages citizen science to train the model, with nearly 3,000 volunteers already contributing over 2 million article classifications.

1 Apr 2025

NdLinear Reinvents Neural Layers To Boost Accuracy And Slash Parameters In AI Models

A new study proposes NdLinear, a multi-dimensional linear layer that preserves data structure and slashes parameter counts across neural networks — from CNNs to Transformers. It outperforms standard layers in accuracy, efficiency, and scalability.

24 Mar 2025

AI-Powered Framework Transforms 3D Metal Printing With Precision and Speed

University of Toronto engineers have developed a machine learning framework, AIDED, to rapidly optimize 3D metal printing settings, reducing trial and error.

24 Mar 2025

AI Outperforms Wall Street: Symbolic Modeling Beats Classic Finance Models in Predicting Market Trends

Texas A&M researchers have created a new AI-driven method called Symbolic Modeling that outperforms traditional asset pricing models by uncovering hidden market dynamics. The model improves prediction accuracy while offering a unified approach to handling diverse financial datasets.

21 Mar 2025

AI Outperforms Humans in Child Interviews by Asking Better Questions

A groundbreaking study found that AI-generated questions using ChatGPT can match or exceed untrained humans in interviewing children about witnessed events. The AI produced more accurate responses per question and followed best practices more consistently.

20 Mar 2025

Researchers Cut AI Energy Use by 90% with Smarter, Leaner Models

Researchers at Saarland University and the German Research Center for Artificial Intelligence have developed techniques to reduce AI energy consumption by up to 90%, making AI models smaller, more efficient, and more accessible to businesses. Their approach, showcased at Hannover Messe, aims to revolutionize sustainable AI.

19 Mar 2025

AI Model Analyzes Entire Nights of Sleep to Transform Diagnosis of Sleep Disorders

Researchers at Mount Sinai have developed an AI model, PFTSleep, that analyzes entire nights of sleep with unprecedented accuracy. Trained on over 1 million hours of data, it classifies sleep stages more effectively than traditional methods, paving the way for advanced clinical applications.

18 Mar 2025

AI-Powered Digital Twins Can Now Think, Learn, and Act in Real Time

Scientists have developed an AI-powered Intelligent Acting Digital Twin (IADT) that can autonomously control real-world machines in real-time, marking a shift from passive monitoring to active decision-making.

17 Mar 2025

AI-Powered Model Significantly Improves GNSS Accuracy in Challenging Environments

Researchers from Hohai University have developed a data-driven model to enhance GNSS positioning accuracy by systematically analyzing error-inducing factors and leveraging machine learning techniques, improving precision in signal-challenged environments.

17 Mar 2025

New AI Detects When Your Zoom Call Is About to Get Awkward

Researchers at NYU have developed an AI model that analyzes turn-taking and facial cues in videoconferences to predict, in real-time, whether conversations are flowing or awkward. This breakthrough could improve the quality and efficiency of virtual meetings by identifying conversational breakdowns before they happen.

16 Mar 2025

AI Decodes Neutron Star Mergers in Seconds, Transforming Gravitational Wave Astronomy

A new neural network called DINGO-BNS analyzes gravitational waves from neutron star mergers thousands of times faster and more accurately than traditional methods, enabling near-instant alerts for telescopes to capture critical signals. This breakthrough could revolutionize multi-messenger astronomy and our understanding of extreme physics.

12 Mar 2025

Machine Learning News and Research

AI Predicts How and Where Antibiotic Resistance Will Emerge

Quantum Machine Learning Cracks Complex Chemistry with Unmatched Accuracy

AI-Driven Smart Systems Transform Chemical Industry Decarbonization

AI Diagnoses Urban Tree Health from Video in Breakthrough Plant Monitoring System

AI Tools Uncover Hidden Corporate Trends in Responsibility, Innovation, and Blockchain

AI Pinpoints Virus-Carrying Animals to Help Prevent Future Pandemics

AI-Powered Filter Accurately Detects Wildlife in News to Boost Conservation Insights

NdLinear Reinvents Neural Layers To Boost Accuracy And Slash Parameters In AI Models

AI-Powered Framework Transforms 3D Metal Printing With Precision and Speed

AI Outperforms Wall Street: Symbolic Modeling Beats Classic Finance Models in Predicting Market Trends

AI Outperforms Humans in Child Interviews by Asking Better Questions

Researchers Cut AI Energy Use by 90% with Smarter, Leaner Models

AI Model Analyzes Entire Nights of Sleep to Transform Diagnosis of Sleep Disorders

AI-Powered Digital Twins Can Now Think, Learn, and Act in Real Time

AI-Powered Model Significantly Improves GNSS Accuracy in Challenging Environments

New AI Detects When Your Zoom Call Is About to Get Awkward

AI Decodes Neutron Star Mergers in Seconds, Transforming Gravitational Wave Astronomy

Los Alamos AI Breakthrough Neutralizes Adversarial Attacks and Restores Trust in Neural Networks

AI Model Detects Depression in Older Adults Using Wi-Fi Motion Data with 87% Accuracy

Machine Learning Transforms Big Data Into Actionable Insights

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