Zinc Chemistry Breakthrough Turns Metal into a Reusable Hydrogen Battery
Researchers have used machine learning to discover that lactate ligands unlock reversible zinc oxidation, enabling a safe, circuit-free carrier that ...
Tag: Machine Learning
AI Reads Heart Rhythms Brilliantly in the Lab, but a Sweeping Review Finds the Clinic Is Still Waiting
A systematic review of 83 studies finds that while deep learning models excel at ECG-based cardiovascular disease prediction, weak external ...
AI Learns the Hidden Plumbing of Oilfields to Fine-Tune Water Injection Well by Well
A new heterogeneous graph Kolmogorov-Arnold network called HG-KAN predicts how water injected into layered oil reservoirs will perform, achieving high ...
Smartphones Could Hear Signs of Child Lung Disease, Deep Learning Study Finds
Researchers in South Korea developed a domain-adaptive deep learning framework that lets smartphones detect abnormal lung sounds in children despite ...
AI Learns to Read Stroke Patients’ Strides with Just Minutes of Labeled Data
A semi-supervised adversarial autoencoder detects gait phases in real time for post-stroke exoskeleton control, reaching 93.79% accuracy with only 10% ...
Eight Waveform Shapes and a Doppler System Under Scrutiny: How the Saint-Bonnet Classification Scored
A new scoping review finds the Saint-Bonnet Doppler waveform classification is practical and clinically promising, but warns that all its ...
Smartphone AI spots early diabetes risk by reading movement and glucose together
A new graph neural network framework called GlucoSense combines smartphone activity recognition with glucose forecasting to identify early type 2 ...
The Silent Threat in the Control Tower: How AI Is Racing to Catch Fading Attention Before Planes Collide
A new systematic review of 34 studies reveals that while AI models can predict vigilance decrements in air traffic controllers ...
Digital Twins Promise to Map the Future of Medicine
Medicine is quietly acquiring a new kind of patient: one made entirely of data and mathematics. Digital twins, computational replicas ...
AI Cameras Catch Parkinson-Like Gait Changes When Dementia Drugs Are Cut
A vision-based machine learning study of 61 dementia care residents found that ceiling-mounted cameras and gait analysis could detect gait ...
Tuning Trumps Technique: Hyperparameters Decide Whether AI Gets Causality Right
A large-scale empirical study shows that hyperparameter tuning, not the choice of algorithm, is the dominant factor in whether machine ...
New AI Model Fuses Sequence and Structure Data to Sharpen Drug-Target Interaction Prediction
A new dual-modality deep learning framework called DHF-DTI combines sequence and graph data with cross-attention fusion and supervised contrastive learning ...
AI Chooses Its Own Strategy to Predict How Fabrics Fade in Sunlight
Every dyed fabric tells a story of slow defeat. Sunlight, moisture, and heat conspire to break the chemical bonds that ...
AI Cracks the Code of Aluminum Corrosion in Alkaline Batteries
A University of Waterloo team combined electrochemical experiments with neural networks and genetic algorithms to predict aluminum anode corrosion in ...
Adaptive Hybrid Models Reshape Exchange Rate Return Forecasting
A new adaptive hybrid forecasting framework that dynamically reweights ARIMA, SETAR, and neural network components, augmented with a GARCH volatility ...
Year-Long Study Will Track How ADHD and Borderline Personality Disorder Reshape Bipolar Disorder
A new 12-month Italian study will follow 150 people with bipolar disorder to determine whether comorbid ADHD or borderline personality ...
Why the average organism is misleading ecologists about global change
Ecologists call for a paradigm shift that treats individual organisms, rather than species averages, as the fundamental agents of global ...
Smart Collars Predict How Much Each Dairy Cow Eats, Opening the Door to Breeding for Feed Efficiency
A validated collar-based system predicts individual feed intake in dairy cows with research-grade accuracy using only wearable sensor and farm ...
AI Reads Brain Scans and ICU Scores to Spot a Deadly Sepsis Complication
Researchers in Wuhan combined automated whole-brain MRI segmentation with APACHE II and SOFA scores in an XGBoost machine learning model ...
AI in Health Still Leaves Most People with Disabilities Behind, Decade-Long Review Finds
A decade-long scoping review of 93 AI health studies finds that only 12.9 percent implemented concrete equity measures and just ...
