Air Pollution, Not Clouds, Drove China’s Decades of Solar Dimming and Brightening
A new analysis of a homogenized radiation record shows that organic carbon, black carbon and sulfur dioxide, rather than clouds, ...
Tag: Random Forest
Machine Learning Pinpoints Ten-Gene Signature Behind Diabetic Wounds That Refuse to Heal
An integrative study combining transcriptomics, machine learning, single-cell sequencing and mouse validation has identified a ten-gene biomarker panel linked to ...
Vaginal Microbiome Fingerprints Could Date Crime Scene Evidence Within Days
Researchers in China show that the exposed vaginal microbiome preserves individual-specific fingerprints and a time-dependent decline in microbial load, enabling ...
New Framework Balances Industrial Reliability and Sustainability
A new threshold-based governance framework quantifies the trade-offs between predictive maintenance reliability and sustainability, revealing a dual-regime structure that helps ...
Non-linear kernels boost soybean genomic prediction while keeping the math breeders trust
A new study shows that non-linear kernel methods consistently match or outperform the standard linear model for predicting soybean yield, ...
Machine Learning Cracks the Code of Tight Sandstone Permeability in India’s Kutch Offshore Basin
An interpretable machine learning framework using Random Forest and SHAP analysis has delivered reliable permeability predictions for the tight, heterogeneous ...
Cheap Sensors and Tiny AI Team Up to Measure Pain Automatically
Researchers at the Universidad de Sevilla have built a low-cost, real-time pain assessment system that combines four inexpensive biosensors with ...
Where Machines Look for Nothing: Smarter Negative Samples Transform AI Mineral Mapping
A new framework combining geological constraints and point pattern analysis shows that the choice of non-deposit training locations can dramatically ...
Still Air, Falling Temperatures: Weather Patterns Drive Influenza Surges in a Chinese City
A three-year surveillance study in Nanchang, China, links influenza surges to low wind speeds and cold temperatures, with children and ...
Machine learning maps the climate limits of Chinese milk vetch in southern rice paddies
A machine learning analysis of 572 field measurements reveals nonlinear temperature and rainfall thresholds that will determine where Chinese milk ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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